diff --git a/Esiur.Analysis.Test/Esiur.Labs.Tests.csproj b/Esiur.Analysis.Test/Esiur.Labs.Tests.csproj deleted file mode 100644 index 307c4f9..0000000 --- a/Esiur.Analysis.Test/Esiur.Labs.Tests.csproj +++ /dev/null @@ -1,20 +0,0 @@ - - - - WinExe - net6.0-windows - enable - true - enable - - - - - - - - - - - - \ No newline at end of file diff --git a/Esiur.Analysis.Test/FGraph.Designer.cs b/Esiur.Analysis.Test/FGraph.Designer.cs deleted file mode 100644 index 718dce4..0000000 --- a/Esiur.Analysis.Test/FGraph.Designer.cs +++ /dev/null @@ -1,77 +0,0 @@ -namespace Esiur.Analysis.Test -{ - partial class FGraph - { - /// - /// Required designer variable. - /// - private System.ComponentModel.IContainer components = null; - - /// - /// Clean up any resources being used. - /// - /// true if managed resources should be disposed; otherwise, false. - protected override void Dispose(bool disposing) - { - if (disposing && (components != null)) - { - components.Dispose(); - } - base.Dispose(disposing); - } - - #region Windows Form Designer generated code - - /// - /// Required method for Designer support - do not modify - /// the contents of this method with the code editor. - /// - private void InitializeComponent() - { - this.button1 = new System.Windows.Forms.Button(); - this.pbDraw = new System.Windows.Forms.PictureBox(); - ((System.ComponentModel.ISupportInitialize)(this.pbDraw)).BeginInit(); - this.SuspendLayout(); - // - // button1 - // - this.button1.Location = new System.Drawing.Point(535, 545); - this.button1.Margin = new System.Windows.Forms.Padding(3, 4, 3, 4); - this.button1.Name = "button1"; - this.button1.Size = new System.Drawing.Size(86, 31); - this.button1.TabIndex = 0; - this.button1.Text = "Step"; - this.button1.UseVisualStyleBackColor = true; - this.button1.Click += new System.EventHandler(this.button1_Click); - // - // pbDraw - // - this.pbDraw.BorderStyle = System.Windows.Forms.BorderStyle.FixedSingle; - this.pbDraw.Location = new System.Drawing.Point(12, 13); - this.pbDraw.Margin = new System.Windows.Forms.Padding(3, 4, 3, 4); - this.pbDraw.Name = "pbDraw"; - this.pbDraw.Size = new System.Drawing.Size(1194, 499); - this.pbDraw.TabIndex = 1; - this.pbDraw.TabStop = false; - this.pbDraw.Paint += new System.Windows.Forms.PaintEventHandler(this.pbDraw_Paint); - // - // FGraph - // - this.AutoScaleDimensions = new System.Drawing.SizeF(8F, 20F); - this.AutoScaleMode = System.Windows.Forms.AutoScaleMode.Font; - this.ClientSize = new System.Drawing.Size(1218, 612); - this.Controls.Add(this.pbDraw); - this.Controls.Add(this.button1); - this.Name = "FGraph"; - this.Text = "FGraph"; - ((System.ComponentModel.ISupportInitialize)(this.pbDraw)).EndInit(); - this.ResumeLayout(false); - - } - - #endregion - - private Button button1; - private PictureBox pbDraw; - } -} \ No newline at end of file diff --git a/Esiur.Analysis.Test/FGraph.cs b/Esiur.Analysis.Test/FGraph.cs deleted file mode 100644 index fc482a4..0000000 --- a/Esiur.Analysis.Test/FGraph.cs +++ /dev/null @@ -1,188 +0,0 @@ -/* - -Copyright (c) 2023 Ahmed Kh. Zamil - -Permission is hereby granted, free of charge, to any person obtaining a copy -of this software and associated documentation files (the "Software"), to deal -in the Software without restriction, including without limitation the rights -to use, copy, modify, merge, publish, distribute, sublicense, and/or sell -copies of the Software, and to permit persons to whom the Software is -furnished to do so, subject to the following conditions: - -The above copyright notice and this permission notice shall be included in all -copies or substantial portions of the Software. - -THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR -IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE -AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER -LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE -SOFTWARE. - -*/ - -using Esiur.Analysis.Graph; -using System; -using System.Collections.Generic; -using System.ComponentModel; -using System.Data; -using System.Drawing; -using System.Linq; -using System.Text; -using System.Threading.Tasks; -using System.Windows.Forms; - -namespace Esiur.Analysis.Test -{ - public partial class FGraph : Form - { - DirectedGraph graph; - int step = 0; - - public FGraph() - { - graph = new DirectedGraph(); - - //var n1 = graph.AddNode(1, "1", 100, 300); - //var n2 = graph.AddNode(2, "2", 500, 300); - //graph.Link(n1, n2, (decimal)0.5, "1->2"); - //graph.Link(n1, n1, (decimal)0.5, "1->1"); - - //graph.Link(n2, n1, (decimal)0.2, "2->1"); - //graph.Link(n2, n2, (decimal)0.8, "2->2"); - - var n0 = graph.AddNode(1, "0", 100, 300); - var n1 = graph.AddNode(1, "1", 300, 300); - var n2 = graph.AddNode(2, "2", 500, 300); - var n3 = graph.AddNode(3, "3", 700, 300); - var n4 = graph.AddNode(4, "4", 900, 300); - var n5 = graph.AddNode(0, "5", 1100, 300); - - graph.Link(n0, n0, (decimal)0.2, "00"); - graph.Link(n0, n2, (decimal)0.2, "02"); - graph.Link(n0, n3, (decimal)0.2, "03"); - graph.Link(n0, n4, (decimal)0.2, "04"); - graph.Link(n0, n5, (decimal)0.2, "05"); - - graph.Link(n1, n0, (decimal)0.1, "10"); - graph.Link(n1, n1, (decimal)0.1, "11"); - graph.Link(n1, n2, (decimal)0.2, "12"); - graph.Link(n1, n3, (decimal)0.2, "13"); - graph.Link(n1, n4, (decimal)0.2, "14"); - graph.Link(n1, n5, (decimal)0.2, "15"); - - - graph.Link(n2, n1, (decimal)0.2, "21"); - graph.Link(n2, n2, (decimal)0.2, "22"); - graph.Link(n2, n3, (decimal)0.2, "23"); - graph.Link(n2, n4, (decimal)0.2, "24"); - graph.Link(n2, n5, (decimal)0.2, "25"); - - graph.Link(n3, n2, (decimal)0.2, "32"); - graph.Link(n3, n3, (decimal)0.2, "33"); - graph.Link(n3, n4, (decimal)0.3, "34"); - graph.Link(n3, n5, (decimal)0.3, "35"); - - - graph.Link(n4, n3, (decimal)0.4, "43"); - graph.Link(n4, n4, (decimal)0.3, "44"); - graph.Link(n4, n5, (decimal)0.3, "45"); - - graph.Link(n5, n4, (decimal)0.5, "54"); - graph.Link(n5, n5, (decimal)0.5, "55"); - - - graph.Build(); - - for(var i = 0; i < graph.Nodes.Count; i++) - { - decimal sum = 0; - for(var j = 0; j < graph.Nodes.Count; j++) - { - sum += graph.TransitionMatrix[i, j]; - } - - if (sum != 1) - throw new Exception("Sum must be 1"); - } - - InitializeComponent(); - } - - private void button1_Click(object sender, EventArgs e) - { - graph.Step(); - step++; - pbDraw.Refresh(); - - } - - private void pbDraw_Paint(object sender, PaintEventArgs e) - { - - var pen = new Pen(Brushes.Red, 4); - var g = e.Graphics; - - g.FillRectangle(Brushes.White, 0, 0, pbDraw.Width, pbDraw.Height); - - // update label - foreach (var edge in graph.Edges) - { - DrawArcBetweenTwoPoints(g, pen, new PointF(edge.SourceNode.X, edge.SourceNode.Y), - new PointF(edge.DestinationNode.X, edge.DestinationNode.Y), edge.Label + " " + Math.Round( edge.Weight, 4)); - } - - foreach (var node in graph.Nodes) - { - g.FillEllipse(Brushes.LightGreen, node.X - 30, node.Y - 30, 60, 60); - g.DrawString(node.Label, new Font("Arial", 26), Brushes.Blue, node.X - 20, node.Y - 20); - } - - - g.DrawString("Step " + step, new Font("Arial", 26), Brushes.Orange, new PointF(20, pbDraw.Height - 50)); - - g.Flush(); - } - - - public void DrawArcBetweenTwoPoints(Graphics g, Pen pen, PointF a, PointF b, string label) - { - - - if (a.X == b.X && a.Y == b.Y) - { - var c = new PointF(a.X, a.Y - 60); - - // draw - g.DrawString(label, new Font("Arial", 12), Brushes.Black, new PointF(c.X, c.Y - 25)); - - g.DrawCurve(pen, new PointF[] { a, new PointF(a.X - 30, a.Y - 30), c, new PointF(a.X + 30, a.Y - 30), a }); - } - else - { - float dis = (float)Math.Sqrt(Math.Pow(a.X - b.X, 2) + Math.Pow(a.Y - b.Y, 2)); - - if (b.X > a.X) - { - var c = new PointF(a.X + ((b.X - a.X) / 2), a.Y - 0.25f * dis); - g.DrawCurve(pen, new PointF[] { a, c, b }); - g.DrawString(label, new Font("Arial", 12), Brushes.Black, new PointF( c.X - 30, c.Y - 25)); - g.DrawLines(pen, new PointF[] { new PointF(c.X - 6, c.Y - 6), c, new PointF(c.X - 6, c.Y + 6) }); - } - else - { - var c = new PointF(b.X + ((a.X - b.X) / 2), b.Y + 0.25f * dis); - g.DrawCurve(pen, new PointF[] { b, c, a }); - g.DrawString(label, new Font("Arial", 12), Brushes.Black, new PointF(c.X - 30, c.Y + 5)); - - g.DrawLines(pen, new PointF[] { new PointF(c.X + 6, c.Y + 6), c, new PointF(c.X + 6, c.Y - 6) }); - - } - - - } - } - - } -} diff --git a/Esiur.Analysis.Test/FGraph.resx b/Esiur.Analysis.Test/FGraph.resx deleted file mode 100644 index f298a7b..0000000 --- a/Esiur.Analysis.Test/FGraph.resx +++ /dev/null @@ -1,60 +0,0 @@ - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - text/microsoft-resx - - - 2.0 - - - System.Resources.ResXResourceReader, System.Windows.Forms, Version=4.0.0.0, Culture=neutral, PublicKeyToken=b77a5c561934e089 - - - System.Resources.ResXResourceWriter, System.Windows.Forms, Version=4.0.0.0, Culture=neutral, PublicKeyToken=b77a5c561934e089 - - \ No newline at end of file diff --git a/Esiur.Analysis.Test/FSoft.Designer.cs b/Esiur.Analysis.Test/FSoft.Designer.cs deleted file mode 100644 index c40b9e5..0000000 --- a/Esiur.Analysis.Test/FSoft.Designer.cs +++ /dev/null @@ -1,182 +0,0 @@ -namespace Esiur.Analysis.Test -{ - partial class FSoft - { - /// - /// Required designer variable. - /// - private System.ComponentModel.IContainer components = null; - - /// - /// Clean up any resources being used. - /// - /// true if managed resources should be disposed; otherwise, false. - protected override void Dispose(bool disposing) - { - if (disposing && (components != null)) - { - components.Dispose(); - } - base.Dispose(disposing); - } - - #region Windows Form Designer generated code - - /// - /// Required method for Designer support - do not modify - /// the contents of this method with the code editor. - /// - private void InitializeComponent() - { - this.formsPlot1 = new ScottPlot.FormsPlot(); - this.button1 = new System.Windows.Forms.Button(); - this.formsPlot2 = new ScottPlot.FormsPlot(); - this.formsPlot3 = new ScottPlot.FormsPlot(); - this.formsPlot4 = new ScottPlot.FormsPlot(); - this.button2 = new System.Windows.Forms.Button(); - this.textBox1 = new System.Windows.Forms.TextBox(); - this.button3 = new System.Windows.Forms.Button(); - this.button4 = new System.Windows.Forms.Button(); - this.textBox2 = new System.Windows.Forms.TextBox(); - this.label1 = new System.Windows.Forms.Label(); - this.SuspendLayout(); - // - // formsPlot1 - // - this.formsPlot1.Location = new System.Drawing.Point(14, 47); - this.formsPlot1.Margin = new System.Windows.Forms.Padding(5, 4, 5, 4); - this.formsPlot1.Name = "formsPlot1"; - this.formsPlot1.Size = new System.Drawing.Size(901, 703); - this.formsPlot1.TabIndex = 0; - this.formsPlot1.Load += new System.EventHandler(this.formsPlot1_Load); - // - // button1 - // - this.button1.Location = new System.Drawing.Point(687, 757); - this.button1.Name = "button1"; - this.button1.Size = new System.Drawing.Size(183, 31); - this.button1.TabIndex = 1; - this.button1.Text = "Genetic Fuzzy PID"; - this.button1.UseVisualStyleBackColor = true; - this.button1.Click += new System.EventHandler(this.button1_Click); - // - // formsPlot2 - // - this.formsPlot2.Location = new System.Drawing.Point(908, 47); - this.formsPlot2.Margin = new System.Windows.Forms.Padding(5, 4, 5, 4); - this.formsPlot2.Name = "formsPlot2"; - this.formsPlot2.Size = new System.Drawing.Size(369, 243); - this.formsPlot2.TabIndex = 2; - // - // formsPlot3 - // - this.formsPlot3.Location = new System.Drawing.Point(908, 273); - this.formsPlot3.Margin = new System.Windows.Forms.Padding(5, 4, 5, 4); - this.formsPlot3.Name = "formsPlot3"; - this.formsPlot3.Size = new System.Drawing.Size(369, 241); - this.formsPlot3.TabIndex = 3; - // - // formsPlot4 - // - this.formsPlot4.Location = new System.Drawing.Point(908, 522); - this.formsPlot4.Margin = new System.Windows.Forms.Padding(5, 4, 5, 4); - this.formsPlot4.Name = "formsPlot4"; - this.formsPlot4.Size = new System.Drawing.Size(369, 241); - this.formsPlot4.TabIndex = 4; - // - // button2 - // - this.button2.Location = new System.Drawing.Point(876, 757); - this.button2.Name = "button2"; - this.button2.Size = new System.Drawing.Size(193, 31); - this.button2.TabIndex = 5; - this.button2.Text = "Genetic PID"; - this.button2.UseVisualStyleBackColor = true; - this.button2.Click += new System.EventHandler(this.button2_Click); - // - // textBox1 - // - this.textBox1.Location = new System.Drawing.Point(258, 757); - this.textBox1.Name = "textBox1"; - this.textBox1.Size = new System.Drawing.Size(176, 27); - this.textBox1.TabIndex = 6; - this.textBox1.Text = "10 / 1 1 0.1"; - // - // button3 - // - this.button3.Location = new System.Drawing.Point(456, 757); - this.button3.Name = "button3"; - this.button3.Size = new System.Drawing.Size(143, 31); - this.button3.TabIndex = 7; - this.button3.Text = "System"; - this.button3.UseVisualStyleBackColor = true; - this.button3.Click += new System.EventHandler(this.button3_Click); - // - // button4 - // - this.button4.Location = new System.Drawing.Point(757, 33); - this.button4.Name = "button4"; - this.button4.Size = new System.Drawing.Size(143, 31); - this.button4.TabIndex = 8; - this.button4.Text = "Clear"; - this.button4.UseVisualStyleBackColor = true; - this.button4.Click += new System.EventHandler(this.button4_Click); - // - // textBox2 - // - this.textBox2.Location = new System.Drawing.Point(614, 759); - this.textBox2.Name = "textBox2"; - this.textBox2.Size = new System.Drawing.Size(67, 27); - this.textBox2.TabIndex = 9; - this.textBox2.Text = "100"; - this.textBox2.TextChanged += new System.EventHandler(this.textBox2_TextChanged); - // - // label1 - // - this.label1.AutoSize = true; - this.label1.Location = new System.Drawing.Point(23, 730); - this.label1.Name = "label1"; - this.label1.Size = new System.Drawing.Size(205, 80); - this.label1.TabIndex = 10; - this.label1.Text = "Ahmed Zamil\r\nNahrain University\r\nSoft Computing Class of 2022\r\nDr. Osama Ali Awad" + - ""; - // - // FSoft - // - this.AutoScaleDimensions = new System.Drawing.SizeF(8F, 20F); - this.AutoScaleMode = System.Windows.Forms.AutoScaleMode.Font; - this.ClientSize = new System.Drawing.Size(1291, 828); - this.Controls.Add(this.label1); - this.Controls.Add(this.textBox2); - this.Controls.Add(this.button4); - this.Controls.Add(this.button3); - this.Controls.Add(this.textBox1); - this.Controls.Add(this.button2); - this.Controls.Add(this.formsPlot4); - this.Controls.Add(this.formsPlot3); - this.Controls.Add(this.formsPlot2); - this.Controls.Add(this.button1); - this.Controls.Add(this.formsPlot1); - this.Name = "FSoft"; - this.Text = "PID Controller with Fuzzy"; - this.Load += new System.EventHandler(this.FMain_Load); - this.ResumeLayout(false); - this.PerformLayout(); - - } - - #endregion - - private ScottPlot.FormsPlot formsPlot1; - private Button button1; - private ScottPlot.FormsPlot formsPlot2; - private ScottPlot.FormsPlot formsPlot3; - private ScottPlot.FormsPlot formsPlot4; - private Button button2; - private TextBox textBox1; - private Button button3; - private Button button4; - private TextBox textBox2; - private Label label1; - } -} \ No newline at end of file diff --git a/Esiur.Analysis.Test/FSoft.cs b/Esiur.Analysis.Test/FSoft.cs deleted file mode 100644 index 11c2287..0000000 --- a/Esiur.Analysis.Test/FSoft.cs +++ /dev/null @@ -1,471 +0,0 @@ -/* - -Copyright (c) 2022 Ahmed Kh. Zamil - -Permission is hereby granted, free of charge, to any person obtaining a copy -of this software and associated documentation files (the "Software"), to deal -in the Software without restriction, including without limitation the rights -to use, copy, modify, merge, publish, distribute, sublicense, and/or sell -copies of the Software, and to permit persons to whom the Software is -furnished to do so, subject to the following conditions: - -The above copyright notice and this permission notice shall be included in all -copies or substantial portions of the Software. - -THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR -IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE -AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER -LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE -SOFTWARE. - -*/ - - -using Esiur.Analysis.DSP; -using Esiur.Analysis.Fuzzy; -using Esiur.Analysis.Optimization; -using Esiur.Analysis.Signals; -using Esiur.Analysis.Units; -using Microsoft.VisualBasic.Logging; -using ScottPlot; -using ScottPlot.Drawing.Colormaps; -using System.Security.Cryptography; -using Esiur.Analysis.Statistics; -using System.Diagnostics; - -namespace Esiur.Analysis.Test -{ - public partial class FSoft : Form - { - - private double[] num = new double[] { 10 }; - private double[] denum = new double[] { 1, 1, 0.1 }; - private int interval = 8000; - private double stability = 100; - - public FSoft() - { - InitializeComponent(); - - //var outage = Capacity.ComputeOutage(20000000, new Capacity.CSI[] - //{ - // new Capacity.CSI(PowerUnit.FromDb(20), 0.1), - // new Capacity.CSI(PowerUnit.FromDb(15), 0.15), - // new Capacity.CSI(PowerUnit.FromDb(10), 0.25), - // new Capacity.CSI(PowerUnit.FromDb(5), 0.25), - // new Capacity.CSI(PowerUnit.FromDb(0), 0.15), - // new Capacity.CSI(PowerUnit.FromDb(-5), 0.1), - //}); - var outage = Capacity.ComputeOutage(1, new Capacity.CSI[] - { - new Capacity.CSI(PowerUnit.FromDb(30), 0.2), - new Capacity.CSI(PowerUnit.FromDb(20), 0.3), - new Capacity.CSI(PowerUnit.FromDb(10), 0.3), - new Capacity.CSI(PowerUnit.FromDb(0), 0.2), - }); - - - var low = new ContinuousSet(MembershipFunctions.Descending(20, 40)); - var mid = new ContinuousSet(MembershipFunctions.Triangular(20, 40, 60)); - var high = new ContinuousSet(MembershipFunctions.Ascending(40, 60)); - - var bad = new ContinuousSet(MembershipFunctions.Descending(0, 30)); - var ok = new ContinuousSet(MembershipFunctions.Triangular(20, 50, 80)); - var excelent = new ContinuousSet(MembershipFunctions.Ascending(70, 100)); - - var small = new ContinuousSet(MembershipFunctions.Descending(100, 200)); - var avg = new ContinuousSet(MembershipFunctions.Triangular(100, 200, 300)); - var big = new ContinuousSet(MembershipFunctions.Ascending(200, 300)); - - //var speedIsLowThenSmall = new FuzzyRule("Low=>Small", low, small); - - double rating = 80; - - for (double temp = 60; temp < 100; temp++) - { - var v = MamdaniDefuzzifier.Evaluate(new INumericalSet[] - { - temp.Is(low).And(rating.Is(bad)).Then(small), - temp.Is(mid).And(rating.Is(ok)).Then(avg), - temp.Is(high).And(rating.Is(excelent)).Then(big), - }, MamdaniDefuzzifierMethod.CenterOfGravity, 100, 300, 1); - - } - - } - - private void FMain_Load(object sender, EventArgs e) - { - button3_Click(sender, e); - } - - - struct KK - { - public float Ki; - public float Kp; - public float Kd; - - public override string ToString() - { - return $"Ki {Ki} Kp {Kp} Kd {Kd}"; - } - } - - struct FuzzyChromosome - { - ////public sbyte KiInputErrPosition; - //public sbyte KiInputErrScale; - - ////public sbyte KiInputErrAccPosition; - //public sbyte KiInputErrAccScale; - - ////public sbyte KiOutputPosition; - //public sbyte KiOutputScale; - - public sbyte KiStart; - public byte KiLength; - public sbyte KdStart; - public byte KdLength; - public sbyte KpStart; - public byte KpLength; - - public override string ToString() - { - return $"Ki {KiStart}:{KiLength} Kp {KpStart}:{KpLength} Kd {KdStart}:{KdLength}"; - } - } - - private double CalculateFuzzyPIDStepError(FuzzyChromosome config, double errStart, double errEnd, double errAccStart, double errAccEnd, bool draw, string label) - { - - var lowErr = new ContinuousSet(MembershipFunctions.Descending(errStart, errStart + (errEnd - errStart) * 0.5)); - var midErr = new ContinuousSet(MembershipFunctions.Triangular(errStart, errStart + (errEnd - errStart) * 0.5, errEnd)); - var highErr = new ContinuousSet(MembershipFunctions.Ascending(errStart + (errEnd - errStart) * 0.5, errEnd)); - - var lowAccErr = new ContinuousSet(MembershipFunctions.Descending(errAccStart, errAccStart + (errAccEnd - errAccStart) * 0.5)); - var midAccErr = new ContinuousSet(MembershipFunctions.Triangular(errAccStart, errAccStart + (errAccEnd - errAccStart) * 0.5, errAccEnd)); - var highAccErr = new ContinuousSet(MembershipFunctions.Ascending(errAccStart + (errAccEnd - errAccStart) * 0.5, errAccEnd)); - - - var kiSmall = new ContinuousSet(MembershipFunctions.Descending(config.KiStart * 0.1, (config.KiStart + (config.KiLength * 0.5)) * 0.1)); - var kiAvg = new ContinuousSet(MembershipFunctions.Triangular(config.KiStart * 0.1, (config.KiStart + (config.KiLength * 0.5)) * 0.1, (config.KiStart + config.KiLength) * 0.1)); - var kiBig = new ContinuousSet(MembershipFunctions.Ascending((config.KiStart + (config.KiLength * 0.5)) * 0.1, (config.KiStart + config.KiLength) * 0.1)); - - var kdSmall = new ContinuousSet(MembershipFunctions.Descending(config.KdStart * 0.1, (config.KdStart + (config.KdLength * 0.5)) * 0.1)); - var kdAvg = new ContinuousSet(MembershipFunctions.Triangular(config.KdStart * 0.1, (config.KdStart + (config.KdLength * 0.5)) * 0.1, (config.KdStart + config.KdLength) * 0.1)); - var kdBig = new ContinuousSet(MembershipFunctions.Ascending((config.KdStart + (config.KdLength * 0.5)) * 0.1, (config.KdStart + config.KdLength) * 0.1)); - - var kpSmall = new ContinuousSet(MembershipFunctions.Descending(config.KpStart * 0.1, (config.KpStart + (config.KpLength * 0.5)) * 0.1)); - var kpAvg = new ContinuousSet(MembershipFunctions.Triangular(config.KpStart * 0.1, (config.KpStart + (config.KpLength * 0.5)) * 0.1, (config.KpStart + config.KpLength) * 0.1)); - var kpBig = new ContinuousSet(MembershipFunctions.Ascending((config.KpStart + (config.KpLength * 0.5)) * 0.1, (config.KpStart + config.KpLength) * 0.1)); - - - double Ki = -1.9181372, Kp = 18.625, Kd = 0.38281253; - //double Ki = 1, Kp = 1, Kd = 1; - - var step = Enumerable.Repeat(1, interval).Select(x => (double)x).ToArray(); - step[0] = 0; - - var motor = new TransferFunction(num, denum, 0.01); - - var fuzzyPID = new TransferFunction(new double[] { Kd, Kp, Ki }, new double[] { 1, 1 }, 0.01); - - var sysOutFuzzyPID = new double[step.Length]; - - - var pidOutFuzzy = new double[step.Length]; - - var errorOutFuzzy = new double[step.Length]; - var errorOutAccFuzzy = new double[step.Length]; - - for (var i = 0; i < step.Length; i++) - { - sysOutFuzzyPID[i] = motor.Evaluate(step[i] + (i == 0 ? 0 : pidOutFuzzy[i - 1])); - - - errorOutFuzzy[i] = (stability - sysOutFuzzyPID[i]); - errorOutAccFuzzy[i] = (errorOutFuzzy[i] - (i == 0 ? 0 : errorOutFuzzy[i - 1])); - - - - var ki = MamdaniDefuzzifier.Evaluate(new INumericalSet[] - { - errorOutFuzzy[i].Is(lowErr).And(errorOutAccFuzzy[i].Is(lowAccErr)).Then(kiSmall), - errorOutFuzzy[i].Is(lowErr).And(errorOutAccFuzzy[i].Is(midAccErr)).Then(kiSmall), - errorOutFuzzy[i].Is(lowErr).And(errorOutAccFuzzy[i].Is(highAccErr)).Then(kiAvg), - errorOutFuzzy[i].Is(midErr).And(errorOutAccFuzzy[i].Is(lowAccErr)).Then(kiSmall), - errorOutFuzzy[i].Is(midErr).And(errorOutAccFuzzy[i].Is(midAccErr)).Then(kiAvg), - errorOutFuzzy[i].Is(midErr).And(errorOutAccFuzzy[i].Is(highAccErr)).Then(kiBig), - errorOutFuzzy[i].Is(highErr).And(errorOutAccFuzzy[i].Is(lowAccErr)).Then(kiAvg), - errorOutFuzzy[i].Is(highErr).And(errorOutAccFuzzy[i].Is(midAccErr)).Then(kiBig), - errorOutFuzzy[i].Is(highErr).And(errorOutAccFuzzy[i].Is(highAccErr)).Then(kiBig), - }, MamdaniDefuzzifierMethod.CenterOfGravity, config.KiStart * 0.1, (config.KiStart + config.KiLength) * 0.1, 0.5); - - if (double.IsNaN(ki)) - return double.MaxValue; - - var kp = MamdaniDefuzzifier.Evaluate(new INumericalSet[] - { - errorOutFuzzy[i].Is(lowErr).And(errorOutAccFuzzy[i].Is(lowAccErr)).Then(kpSmall), - errorOutFuzzy[i].Is(lowErr).And(errorOutAccFuzzy[i].Is(midAccErr)).Then(kpSmall), - errorOutFuzzy[i].Is(lowErr).And(errorOutAccFuzzy[i].Is(highAccErr)).Then(kpAvg), - errorOutFuzzy[i].Is(midErr).And(errorOutAccFuzzy[i].Is(lowAccErr)).Then(kpSmall), - errorOutFuzzy[i].Is(midErr).And(errorOutAccFuzzy[i].Is(midAccErr)).Then(kpAvg), - errorOutFuzzy[i].Is(midErr).And(errorOutAccFuzzy[i].Is(highAccErr)).Then(kpBig), - errorOutFuzzy[i].Is(highErr).And(errorOutAccFuzzy[i].Is(lowAccErr)).Then(kpAvg), - errorOutFuzzy[i].Is(highErr).And(errorOutAccFuzzy[i].Is(midAccErr)).Then(kpBig), - errorOutFuzzy[i].Is(highErr).And(errorOutAccFuzzy[i].Is(highAccErr)).Then(kpBig), - }, MamdaniDefuzzifierMethod.CenterOfGravity, config.KpStart * 0.1, (config.KpStart + config.KpLength) * 0.1, 0.5); - - if (double.IsNaN(kp)) - return double.MaxValue; - - var kd = MamdaniDefuzzifier.Evaluate(new INumericalSet[] - { - errorOutFuzzy[i].Is(lowErr).And(errorOutAccFuzzy[i].Is(lowAccErr)).Then(kdSmall), - errorOutFuzzy[i].Is(lowErr).And(errorOutAccFuzzy[i].Is(midAccErr)).Then(kdSmall), - errorOutFuzzy[i].Is(lowErr).And(errorOutAccFuzzy[i].Is(highAccErr)).Then(kdAvg), - errorOutFuzzy[i].Is(midErr).And(errorOutAccFuzzy[i].Is(lowAccErr)).Then(kdSmall), - errorOutFuzzy[i].Is(midErr).And(errorOutAccFuzzy[i].Is(midAccErr)).Then(kdAvg), - errorOutFuzzy[i].Is(midErr).And(errorOutAccFuzzy[i].Is(highAccErr)).Then(kdBig), - errorOutFuzzy[i].Is(highErr).And(errorOutAccFuzzy[i].Is(lowAccErr)).Then(kdAvg), - errorOutFuzzy[i].Is(highErr).And(errorOutAccFuzzy[i].Is(midAccErr)).Then(kdBig), - errorOutFuzzy[i].Is(highErr).And(errorOutAccFuzzy[i].Is(highAccErr)).Then(kdBig), - }, MamdaniDefuzzifierMethod.CenterOfGravity, config.KdStart * 0.1, (config.KdStart + config.KdLength) * 0.1, 0.5); - - if (double.IsNaN(kd)) - return double.MaxValue; - - fuzzyPID.InputCoefficients[0] = ki; - fuzzyPID.InputCoefficients[1] = kp; - fuzzyPID.InputCoefficients[1] = kd; - - pidOutFuzzy[i] = fuzzyPID.Evaluate(errorOutFuzzy[i]); - - } - - if (draw) - { - formsPlot1.Plot.Clear(); - var x = Enumerable.Range(0, interval).Select(x => x * 0.01).ToArray(); - - formsPlot1.Plot.AddScatter(x, sysOutFuzzyPID, Color.Green); - - formsPlot1.Plot.AddText(label, 0, 1.5, 24, Color.DarkOrange); - - formsPlot1.Refresh(); - - formsPlot2.Plot.Clear(); - var range = FuzzyExtensions.Range(config.KiStart * 0.1, (config.KiStart + config.KiLength) * 0.1, 0.1); - - formsPlot2.Plot.AddScatter(range, kiSmall.Sample(range)); - formsPlot2.Plot.AddScatter(range, kiAvg.Sample(range)); - formsPlot2.Plot.AddScatter(range, kiBig.Sample(range)); - //formsPlot2.Plot.AddText("Ki", 0, 0, 20); - - formsPlot2.Refresh(); - - formsPlot3.Plot.Clear(); - - range = FuzzyExtensions.Range(config.KpStart * 0.1, (config.KpStart + config.KpLength) * 0.1, 0.1); - - formsPlot3.Plot.AddScatter(range, kpSmall.Sample(range)); - formsPlot3.Plot.AddScatter(range, kpAvg.Sample(range)); - formsPlot3.Plot.AddScatter(range, kpBig.Sample(range)); - //formsPlot2.Plot.AddText("Kp", 0, 0, 20); - - formsPlot3.Refresh(); - - formsPlot4.Plot.Clear(); - - range = FuzzyExtensions.Range(config.KdStart * 0.1, (config.KdStart + config.KdLength) * 0.1, 0.1); - - formsPlot4.Plot.AddScatter(range, kdSmall.Sample(range)); - formsPlot4.Plot.AddScatter(range, kdAvg.Sample(range)); - formsPlot4.Plot.AddScatter(range, kdBig.Sample(range)); - //formsPlot2.Plot.AddText("Kd", 0, 0, 20); - - formsPlot4.Refresh(); - - - } - - //Debug.WriteLine("ERR " + errorOutFuzzy.Max() + " " + errorOutFuzzy.Min()); - var r = errorOutFuzzy.Sum(x => Math.Abs((decimal)x));// .RMS(); - //if (decimal.IsNaN(r) || decimal.IsInfinity(r)) - // Console.WriteLine(); - - return (double) r; - - } - - private double CalculatePIDStepError(double Kd, double Kp, double Ki, bool draw, string label) - { - var step = Enumerable.Repeat(1, interval).Select(x => (double)x).ToArray(); - step[0] = 0; - - var motor = new TransferFunction(num, denum, 0.01); - - var sysOutPID = new double[step.Length]; - - var pidOut = new double[step.Length]; - var errorOutPID = new double[step.Length]; - var pid = new TransferFunction(new double[] { Kd, Kp, Ki }, new double[] { 1, 1 }, 0.01); - - for (var i = 0; i < step.Length; i++) - { - sysOutPID[i] = motor.Evaluate(step[i] + (i == 0 ? 0 : pidOut[i - 1])); - - if (double.IsInfinity(sysOutPID[i])) - Console.WriteLine(); - - errorOutPID[i] = (stability - sysOutPID[i]); - - if (double.IsNaN(errorOutPID[i])) - Console.WriteLine(); - - pidOut[i] = pid.Evaluate(errorOutPID[i]); - - if (double.IsInfinity(pidOut[i])) - Console.WriteLine(); - - - - } - - - if (draw) - { - formsPlot1.Plot.Clear(); - var x = Enumerable.Range(0, interval).Select(x => x * 0.01).ToArray(); - formsPlot1.Plot.AddText(label, 0, 1.5, 24, Color.DarkOliveGreen); - formsPlot1.Plot.AddScatter(x, sysOutPID, Color.DeepSkyBlue); - formsPlot1.Refresh(); - } - - var r = errorOutPID.Sum(x => Math.Abs(x));// .RMS(); - if (double.IsPositiveInfinity(r)) - return double.MaxValue; - else if (double.IsNegativeInfinity(r)) - return double.MinValue; - - return r;// errorOutPID.RMS(); - } - - private void button1_Click(object sender, EventArgs e) - { - var genetic = new Genetic(100, k => - { - if (float.IsNaN(k.KiStart) - || float.IsNaN(k.KiLength) - || float.IsNaN(k.KpStart) - || float.IsNaN(k.KiLength) - || float.IsNaN(k.KdStart) - || float.IsNaN(k.KiLength)) - return (double.MaxValue); - - - var r = CalculateFuzzyPIDStepError(k, -(stability / 2), stability / 2, -(stability / 2), stability / 2, false, null); - //var r = CalculateFuzzyPIDStepError(k, -50, 50, -50, 50, false, null); - if (double.IsNaN(r)) - Console.WriteLine(); - return r; - }); - - - foreach (var (generation, fitness, k) in genetic.Evaluate(100)) - { - if (float.IsNaN(k.KiStart) - || float.IsNaN(k.KiLength) - || float.IsNaN(k.KpStart) - || float.IsNaN(k.KiLength) - || float.IsNaN(k.KdStart) - || float.IsNaN(k.KiLength)) - continue; - - - CalculateFuzzyPIDStepError(k, -(stability / 2), stability / 2, -(stability / 2), stability / 2, true, $"Fuzzy PID: Generation {generation} Fitness {Math.Round( fitness)} {k}"); - // CalculateFuzzyPIDStepError(k, -50, 50, -50, 50, true, $"Fuzzy PID: Generation {generation} Fitness {fitness}\r\n{k}"); - } - - // Console.WriteLine(best); - } - - private void button2_Click(object sender, EventArgs e) - { - var gen = new Genetic(100, k => - { - if (float.IsNaN(k.Ki) || float.IsNaN(k.Kp) || float.IsNaN(k.Kd)) - return (double.MaxValue); - - - var r = CalculatePIDStepError(k.Kd, k.Kp, k.Ki, false, null); - if (double.IsNaN(r)) - Console.WriteLine(); - return r; - }); - - foreach (var (generation, fitness, k) in gen.Evaluate(100)) - CalculatePIDStepError(k.Kd, k.Kp, k.Ki, true, $"PID: Generation {generation} Fitness {Math.Round( fitness)} {k}"); - - } - - private void button3_Click(object sender, EventArgs e) - { - - num = textBox1.Text.Split("/").First().Trim().Split(" ").Select(x=>Convert.ToDouble(x)).ToArray(); - denum = textBox1.Text.Split("/").Last().Trim().Split(" ").Select(x=>Convert.ToDouble(x)).ToArray(); - - var x = Enumerable.Range(0, interval).Select(x => x * 0.01).ToArray(); - - var step = Enumerable.Repeat(1, interval).Select(x => (double)x).ToArray(); - step[0] = 0; - - var motor = new TransferFunction(num, denum, 0.01); - - var sysOut = new double[step.Length]; - - var errOut = new double[step.Length]; - var errAccOut = new double[step.Length]; - - - for (var i = 0; i < step.Length; i++) - { - sysOut[i] = motor.Evaluate(step[i]); - errOut[i] = stability - sysOut[i]; - errAccOut[i] = errOut[i] - (i == 0 ? 0 : errOut[i - 1]); - - - - } - - Debug.WriteLine($"Error Values Min: {errOut.Min()} Max: {errOut.Max()} "); - Debug.WriteLine($"Error Acc Values Min: {errAccOut.Min()} Max: {errAccOut.Max()} "); - - formsPlot1.Plot.AddScatter(x, sysOut, Color.Red); - - formsPlot1.Refresh(); - } - - private void button4_Click(object sender, EventArgs e) - { - formsPlot1.Plot.Clear(); - formsPlot1.Refresh(); - } - - private void formsPlot1_Load(object sender, EventArgs e) - { - - } - - private void textBox2_TextChanged(object sender, EventArgs e) - { - double s; - if (double.TryParse(textBox2.Text, out s)) - stability = s; - } - } -} \ No newline at end of file diff --git a/Esiur.Analysis.Test/FSoft.resx b/Esiur.Analysis.Test/FSoft.resx deleted file mode 100644 index f298a7b..0000000 --- a/Esiur.Analysis.Test/FSoft.resx +++ /dev/null @@ -1,60 +0,0 @@ - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - text/microsoft-resx - - - 2.0 - - - System.Resources.ResXResourceReader, System.Windows.Forms, Version=4.0.0.0, Culture=neutral, PublicKeyToken=b77a5c561934e089 - - - System.Resources.ResXResourceWriter, System.Windows.Forms, Version=4.0.0.0, Culture=neutral, PublicKeyToken=b77a5c561934e089 - - \ No newline at end of file diff --git a/Esiur.Analysis.Test/LICENSE b/Esiur.Analysis.Test/LICENSE deleted file mode 100644 index ae4e4d6..0000000 --- a/Esiur.Analysis.Test/LICENSE +++ /dev/null @@ -1,21 +0,0 @@ -MIT License - -Copyright (c) 2012 - 2023 Esiur Foundation, Ahmed Kh. Zamil. - -Permission is hereby granted, free of charge, to any person obtaining a copy -of this software and associated documentation files (the "Software"), to deal -in the Software without restriction, including without limitation the rights -to use, copy, modify, merge, publish, distribute, sublicense, and/or sell -copies of the Software, and to permit persons to whom the Software is -furnished to do so, subject to the following conditions: - -The above copyright notice and this permission notice shall be included in all -copies or substantial portions of the Software. - -THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR -IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE -AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER -LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE -SOFTWARE. diff --git a/Esiur.Analysis.Test/Program.cs b/Esiur.Analysis.Test/Program.cs deleted file mode 100644 index deb45c4..0000000 --- a/Esiur.Analysis.Test/Program.cs +++ /dev/null @@ -1,135 +0,0 @@ -/* - -Copyright (c) 2022 Ahmed Kh. Zamil - -Permission is hereby granted, free of charge, to any person obtaining a copy -of this software and associated documentation files (the "Software"), to deal -in the Software without restriction, including without limitation the rights -to use, copy, modify, merge, publish, distribute, sublicense, and/or sell -copies of the Software, and to permit persons to whom the Software is -furnished to do so, subject to the following conditions: - -The above copyright notice and this permission notice shall be included in all -copies or substantial portions of the Software. - -THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR -IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE -AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER -LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE -SOFTWARE. - -*/ - -using System.Diagnostics; -using System.Formats.Asn1; -using System.Globalization; -using System.Net.Sockets; -using System.Text; -using CsvHelper; -using Esiur.Analysis.Coding; -using Esiur.Analysis.DSP; -using Esiur.Analysis.Graph; -using Esiur.Analysis.Scheduling; -using Esiur.Analysis.Signals; -using Esiur.Analysis.Signals.Codes; -using Esiur.Data; -using Esiur.Resource; -using ScottPlot.Statistics.Interpolation; -using Process = Esiur.Analysis.Scheduling.Process; -using Esiur.Analysis.Queueing; - -namespace Esiur.Analysis.Test -{ - internal static class Program - { - private const int V = -1; - - /// - /// The main entry point for the application. - /// - [STAThread] - static void Main() - { - - - var queues = new Queue[] { new Queue() { ServiceRate = 2, VisitRatio = 1 }, - new Queue() { Servers = 1 , ServiceRate = 1, VisitRatio = 0.2 }, - new Queue(){Servers = 1, ServiceRate = 2, VisitRatio = 0.3 }, - new Queue(){Servers = 1, ServiceRate = 4, VisitRatio = 0.5}}; - - var mva = new MeanValueAnalysis(queues); - - mva.Process(10); - - //using (var reader = new StreamReader("c:\\cd\\s2.csv")) - //using (var csv = new CsvReader(reader, CultureInfo.InvariantCulture)) - //{ - // var records = csv.GetRecords(); - - // var procs = records.Select(x => - // { - // return new Process() - // { - // Arrival = Convert.ToInt32(x.arrival), - // Burst = Convert.ToInt32(x.wc) * 0.5, - // Priority = x.label == "high" ? 0 : 1, - // Title = x.subject - // }; - // }).ToArray(); - - - // var processes = Esiur.Analysis.Scheduling.SPF.ScheduleHybrid(procs); - - // var class0 = processes.Where(x => x.Priority == 0).ToArray(); - // var class1 = processes.Where(x => x.Priority == 1).ToArray(); - - // var waitTime = processes.Sum(x => x.WaitTime) / processes.Length; - // var class0Time = class0.Sum(x => x.WaitTime) / class0.Length; - // var class1Time = class1.Sum(x => x.WaitTime) / class1.Length; - - // Console.WriteLine(waitTime.ToString()); - //} - - - - - - var msg = Encoding.ASCII.GetBytes("A_DEAD_DAD_CEDED_A_BAD_BABE_A_BEADED_ABACA_BED").Select(x => CodeWord.FromByte(x)).ToArray();// ()); - - // convert msg to codewords - var codec = new Huffman(msg, 0, (uint)msg.Length); - - var enc = codec.Encode(msg, 0, (uint) msg.Length); - - var dec = codec.Decode(enc, 0, (uint)enc.Length); - - //var code = codec.Encode(); - //var ds = codec.DecisionTree.Decide(new bool[] { true, true, true, true }, 0); - - Console.WriteLine(); - - var f = Esiur.Analysis.Algebra.Functions.Sigmoid; - - var signalA = new double[] { V,1, V, 1 , V, V, V }; - var signalB = new double[] { V, V, 1, V, V, 1, V }; - var cor = signalA.CrossCorrelation(signalB, true); - Debug.WriteLine(cor); - - var seq = Generators.GenerateSequence(1, 7); - - var res = Capacity.ComputeOutage(1, new Capacity.CSI[] - { - new Capacity.CSI(0.1, 0.1), - new Capacity.CSI(1, 0.2), - new Capacity.CSI(3.16, 0.3), - new Capacity.CSI(10, 0.4), - }); - // To customize application configuration such as set high DPI settings or default font, - // see https://aka.ms/applicationconfiguration. - ApplicationConfiguration.Initialize(); - Application.Run(new FGraph()); - } - } -} \ No newline at end of file diff --git a/Esiur.Analysis.Test/Properties/PublishProfiles/FolderProfile.pubxml b/Esiur.Analysis.Test/Properties/PublishProfiles/FolderProfile.pubxml deleted file mode 100644 index 0cfb7f2..0000000 --- a/Esiur.Analysis.Test/Properties/PublishProfiles/FolderProfile.pubxml +++ /dev/null @@ -1,13 +0,0 @@ - - - - - Release - Any CPU - C:\Users\ahmed\OneDrive\Desktop\PhD\Soft\Assignment - FileSystem - <_TargetId>Folder - - \ No newline at end of file diff --git a/Esiur.Analysis/Algebra/Functions.cs b/Esiur.Analysis/Algebra/Functions.cs deleted file mode 100644 index e8f1cfa..0000000 --- a/Esiur.Analysis/Algebra/Functions.cs +++ /dev/null @@ -1,42 +0,0 @@ -using Esiur.Analysis.Neural; -using System; -using System.Collections.Generic; -using System.Text; - -namespace Esiur.Analysis.Algebra -{ - - public static class Functions - { - private static MathFunction SigmoidDerivative - = new MathFunction(new RealFunction(x => x * (1 - x)), null, null); - - public static MathFunction Sigmoid = new MathFunction(new RealFunction(x => - { - double k = Math.Exp(x); - return k / (1.0 + k); - }), SigmoidDerivative, null); - - - private static MathFunction TanhDerivative = new MathFunction( - new RealFunction(x => 1 - (x * x)), null, null); - - public static MathFunction Tanh = new MathFunction( - new RealFunction(x => Math.Tanh(x)), TanhDerivative, null); - - - private static MathFunction ReLUDerivative = new MathFunction( - new RealFunction(x => (0 >= x) ? 0 : 1), null, null); - - public static MathFunction ReLU = new MathFunction( - new RealFunction(x => (0 >= x) ? 0 : x), ReLUDerivative, null); - - - private static MathFunction LeakyReLUDerivative = new MathFunction( - new RealFunction(x => (0 >= x) ? 0.01 : 1), null, null); - - public static MathFunction LeakyReLU = new MathFunction( - new RealFunction(x => (0 >= x) ? 0.01 * x : x), LeakyReLUDerivative, null); - - } -} \ No newline at end of file diff --git a/Esiur.Analysis/Algebra/MathFunction.cs b/Esiur.Analysis/Algebra/MathFunction.cs deleted file mode 100644 index f1113f6..0000000 --- a/Esiur.Analysis/Algebra/MathFunction.cs +++ /dev/null @@ -1,29 +0,0 @@ -using Esiur.Analysis.Neural; -using System; -using System.Collections.Generic; -using System.Text; - -namespace Esiur.Analysis.Algebra -{ - - public delegate double RealFunction(double x); - public delegate double Real2Function(double x, double y); - public delegate double Real3Function(double x, double y, double z); - - public class MathFunction - { - public T Function { get; internal set; } - public MathFunction Derivative { get; internal set; } - public MathFunction Integral { get; internal set; } - - public MathFunction(T function, MathFunction derivative, MathFunction integral) - { - Function = function; - Derivative = derivative; - Integral = integral; - } - - } - - -} diff --git a/Esiur.Analysis/Coding/Arithmetic.cs b/Esiur.Analysis/Coding/Arithmetic.cs deleted file mode 100644 index e048c32..0000000 --- a/Esiur.Analysis/Coding/Arithmetic.cs +++ /dev/null @@ -1,11 +0,0 @@ -using System; -using System.Collections.Generic; -using System.Text; - -namespace Esiur.Analysis.Coding -{ - public class Arithmetic where T : System.Enum - { - - } -} diff --git a/Esiur.Analysis/Coding/BlockCode.cs b/Esiur.Analysis/Coding/BlockCode.cs deleted file mode 100644 index 33f8e6f..0000000 --- a/Esiur.Analysis/Coding/BlockCode.cs +++ /dev/null @@ -1,34 +0,0 @@ -using Esiur.Analysis.Graph; -using System; -using System.Collections.Generic; -using System.Text; - -namespace Esiur.Analysis.Coding -{ - internal class BlockCode where T : struct - { - public Matrix Generator { get; private set; } - public Matrix ParityCheck { get; private set; } - - int k = 0; - Matrix p; - - public BlockCode(Matrix parityMatrix, T identity) - { - // create generator matrix from parity matrix - // K = number of rows - - p = parityMatrix; - k = parityMatrix.Rows; - - var g = new Matrix(p.Rows, p.Columns + p.Rows); - for(var i = 0; i < p.Rows; i++) - for(var j = 0; j < p.Columns; j++) - g[i, j] = p[i, j]; - - //for (var i = 0; i < k; i++) - // g[i, p.Columns + i] = (T)1; - - } - } -} diff --git a/Esiur.Analysis/Coding/CodeSet.cs b/Esiur.Analysis/Coding/CodeSet.cs deleted file mode 100644 index 7a058c7..0000000 --- a/Esiur.Analysis/Coding/CodeSet.cs +++ /dev/null @@ -1,64 +0,0 @@ -using Microsoft.CodeAnalysis; -using System; -using System.Collections.Generic; -using System.Text; - -namespace Esiur.Analysis.Coding -{ - - public class CodeSet where T : System.Enum - { - - public T[] Elements { get; private set; } - - public int ElementsCount { get; private set; } - - public CodeSet() - { - var values = System.Enum.GetValues(typeof(T)); - Elements = new T[values.Length]; - ElementsCount = values.Length; - values.CopyTo(Elements, 0); - } - } - - //public interface IBaseValue - //{ - // public T Value { get; set; } - // public T[] Allowed { get; set; } - //} - - - public enum Base2: byte - { - Zero, - One - } - - public enum Base3 : byte - { - Zero, - One, - Two - } - - - - public interface BaseNumber - { - public static T AdditiveIdentity { get; } - public static T MultiplicativeIdentity { get; } - - //public - } - - //public struct BinaryValue : IBaseValue - //{ - // public Base2 Value { get; set; } - //} - - //public struct TernaryValue : IBaseValue - //{ - // public Base3 Value { get; set; } - //} -} diff --git a/Esiur.Analysis/Coding/Functions.cs b/Esiur.Analysis/Coding/Functions.cs deleted file mode 100644 index 256dfe4..0000000 --- a/Esiur.Analysis/Coding/Functions.cs +++ /dev/null @@ -1,24 +0,0 @@ -using System; -using System.Collections.Generic; -using System.Linq; -using System.Text; - -namespace Esiur.Analysis.Coding -{ - public static class Functions - { - public static double Entropy(int[] frequencies) - { - double total = frequencies.Sum(); - - return frequencies.Sum(x => ((double)x / total * -Log2(x))); - } - - public static double AverageLength(this CodeWord[] words) - { - return words.Sum(x => x.Length) / (double)words.Length; - } - - public static double Log2(double value) => Math.Log10(value) / Math.Log10(2); - } -} diff --git a/Esiur.Analysis/Coding/Huffman.cs b/Esiur.Analysis/Coding/Huffman.cs deleted file mode 100644 index a1ff33c..0000000 --- a/Esiur.Analysis/Coding/Huffman.cs +++ /dev/null @@ -1,269 +0,0 @@ -using Esiur.Analysis.Units; -using Esiur.Data; -using System; -using System.Collections; -using System.Collections.Generic; -using System.Globalization; -using System.Linq; -using System.Text; -using System.Xml.Linq; - -namespace Esiur.Analysis.Coding -{ - public class Huffman : IStreamCodec where T : System.Enum - { - - public CodeSet CodeSet { get; } = new CodeSet(); - - public class Node - { - public TKey Key { get; set; } // decision maker (bit) - - - public TValue Value { get; set; } // node value - public TFrequency Frequency { get; set; } // node / subnodes frequency - - public Dictionary> Branches { get; set; } - - - public Node Parent { get; set; } - - - public override string ToString() - { - if (Sequence != null) - return $"{Key} => {Value} [{Frequency}] | {string.Join("->", Sequence)}"; - else - return $"{Key} => {Value} [{Frequency}]"; - } - - - public TKey[]? Sequence { get; internal set; } - - public void UpdateDecisionSequence() - { - var parent = Parent; - - var seq = new List() { Key }; - - while (parent != null) - { - seq.Add(parent.Key); - parent = parent.Parent; - } - - seq.Reverse(); - - Sequence = seq.ToArray(); - } - } - - - public class Tree - { - - public (uint, TValue) Decide(TKey[] sequence, uint offset) - { - var oOffset = offset; - - var node = Branches[sequence[offset++]]; - - while (node != null && node.Branches != null && node.Branches.Count > 0) - { - node = node.Branches[sequence[offset++]]; - } - - return (offset - oOffset, node.Value); - } - - public Dictionary> Branches { get; } - public Dictionary> Leafs { get; set; } - - public Tree(Node rootNode) - { - Branches = rootNode.Branches; - - var leafs = new List>(); - - GetLeafs(rootNode, leafs, new TKey[0]); - - Leafs = leafs.ToDictionary(x => x.Value, x => x); - } - - void GetLeafs(Node node, List> leafs, TKey[] sequence) - { - foreach (var branch in node.Branches) - if (branch.Value.Branches == null || branch.Value.Branches.Count == 0) - { - leafs.Add(branch.Value); - branch.Value.Sequence = sequence.Append(branch.Key).ToArray(); - } - else - { - GetLeafs(branch.Value, leafs, sequence.Append(branch.Key).ToArray()); - } - } - } - - - - - public Tree, int> DecisionTree { get; set; } - - public Huffman(CodeWord[] source, uint offset, uint length) - { - //var freq = new int[byte.MaxValue + 1]; - - var freq = new Dictionary, int>(); - - // var root = new Branch>(); - - // calculate probabilities - var end = offset + length; - for (var i = offset; i < end; i++) - if (freq.ContainsKey(source[i])) - freq[source[i]]++; - else - freq.Add(source[i], 1); - - var nodes = freq.OrderBy(x => x.Value).Select(x => new Node, int>() - { Frequency = x.Value, Key = default(T), Value = x.Key }).ToList(); - - - //var leafs = nodes.ToList(); - - while (nodes.Count() > 1) - { - var decision = nodes.Take(CodeSet.ElementsCount).ToList(); - - //decision[1].Key = true; - - var branch = new Node, int> - { - Branches = new Dictionary, int>>(), - //{ - // [decision[0].Key] = decision[0], - // [decision[1].Key] = decision[1] - //}, - Key = CodeSet.Elements.First(), - Frequency = decision[0].Frequency + decision[1].Frequency - }; - - - // assign values - for (var i = 0; i < decision.Count; i++) - { - branch.Branches.Add(CodeSet.Elements[i], decision[i]); - decision[i].Key = CodeSet.Elements[i]; - } - - decision[0].Parent = branch; - decision[1].Parent = branch; - - // remove processed branches, append the new branch and sort by probability - nodes = nodes.Skip(CodeSet.ElementsCount).Append(branch).OrderBy(x => x.Frequency).ToList(); - } - - // create tree - - DecisionTree = new Tree, int>(nodes[0]); - - Console.WriteLine(); - - } - - public T[] Encode(CodeWord[] source, uint offset, uint length) - { - var rt = new List(); - var end = offset + length; - - for(var i = offset; i < end; i++) - { - rt.AddRange(DecisionTree.Leafs[source[i]].Sequence); - } - - return rt.ToArray(); - } - - public CodeWord[] Decode(T[] source, uint offset, uint length) - { - var rt = new List>(); - - uint processed = 0; - while (processed < length) - { - var (len, value) = DecisionTree.Decide(source, offset); - rt.Add(value); - processed += len; - offset += len; - } - - return rt.ToArray(); - - } - - //public byte[] Encode(byte[] source, uint offset, uint length) - //{ - // var end = offset + length; - - // var seq = new List(); - // for (var i = offset; i < end; i++) - // { - // seq.AddRange(DecisionTree.Leafs[source[i]].Sequence); - // } - - - // //var str = (String.Join("", seq.Select(x => x ? "1" : "0"))); - - // // convert sequence to bytes - - // var rt = new byte[(seq.Count - 1) / 8 + 1]; - // var dst = 0; - - // for (var i = 0; i < rt.Length; i++) - // { - // for (var j = 7; j >= 0; j--) - // { - // if (dst >= seq.Count) - // break; - - // if (seq[dst++]) - // rt[i] |= (byte)(0x1 << j); - // } - // } - - // // bits.CopyTo(rt, 0); - // return rt; - //} - - //public T[] Decode(T[] source, uint offset, uint length) - //{ - - // var rt = new List(); - - // var bits = new bool[length * 8]; - // var end = offset + length; - - - - // var dst = 0; - // for (var i = offset; i < end; i++) - // { - // for (var j = 7; j >= 0; j--) - // { - // bits[dst++] = ((source[i] >> j) & 0x1) > 0 ? true : false; - // } - // } - - // uint b = 0; - // while (b < bits.Length) - // { - // var (len, value) = DecisionTree.Decide(bits, b); - // rt.Add(value); - // b += len; - // } - - // return rt.ToArray(); - //} - } -} diff --git a/Esiur.Analysis/Coding/IStreamCodec.cs b/Esiur.Analysis/Coding/IStreamCodec.cs deleted file mode 100644 index 01cda37..0000000 --- a/Esiur.Analysis/Coding/IStreamCodec.cs +++ /dev/null @@ -1,18 +0,0 @@ -using System; -using System.Collections.Generic; -using System.Text; - -namespace Esiur.Analysis.Coding -{ - public interface IStreamCodec - { - - //public byte[] Encode(byte[] source, uint offset, uint length); - - //public byte[] Decode(byte[] source, uint offset, uint length); - - public T[] Encode(CodeWord[] source, uint offset, uint length); - public CodeWord[] Decode(T[] source, uint offset, uint length); - - } -} diff --git a/Esiur.Analysis/Coding/Symbol.cs b/Esiur.Analysis/Coding/Symbol.cs deleted file mode 100644 index b60a0ad..0000000 --- a/Esiur.Analysis/Coding/Symbol.cs +++ /dev/null @@ -1,50 +0,0 @@ -using System; -using System.Collections.Generic; -using System.Linq; -using System.Text; - -namespace Esiur.Analysis.Coding -{ - - public struct CodeWord - { - public T[] Word; - int hashCode; - - public override bool Equals(object obj) - { - if (obj is CodeWord) - return Word.SequenceEqual(((CodeWord)obj).Word); - return false; - } - - public override int GetHashCode() - { - return ToString().GetHashCode(); - } - - public int Length => Word.Length; - - public static CodeWord FromByte(byte b) - { - var word = new Base2[8]; - for(var i = 0; i < 8; i++) - { - word[i] = (b & (0x1 << i)) > 0 ? Base2.One : Base2.Zero; - } - - return new CodeWord() { Word = word }; - } - - public override string ToString() - { - return String.Join(" ", Word); - } - } - - public class Symbol - { - public double Probability { get; set; } - public CodeWord Word { get; set; } - } -} diff --git a/Esiur.Analysis/DSP/Filters.cs b/Esiur.Analysis/DSP/Filters.cs deleted file mode 100644 index c2f069c..0000000 --- a/Esiur.Analysis/DSP/Filters.cs +++ /dev/null @@ -1,10 +0,0 @@ -using System; -using System.Collections.Generic; -using System.Text; - -namespace Esiur.Analysis.DSP -{ - internal class Filters - { - } -} diff --git a/Esiur.Analysis/DSP/Functions.cs b/Esiur.Analysis/DSP/Functions.cs deleted file mode 100644 index a592e69..0000000 --- a/Esiur.Analysis/DSP/Functions.cs +++ /dev/null @@ -1,83 +0,0 @@ -using System; -using System.Collections.Generic; -using System.Text; -using Esiur.Analysis.DSP; - -namespace Esiur.Analysis.DSP -{ - public static class Functions - { - public static double[] MultipleConvolution(params double[][] signals) - { - var rt = signals[0]; - - for (var i = 1; i < signals.Length; i++) - rt = rt.Convolution(signals[i]); - - return rt; - } - public static double[] Convolution(this double[] signal, double[] filter) - { - var length = signal.Length + filter.Length - 1; - var rt = new double[length]; - - //for (var i = 0; i < signal.Length; i++) - // for (var j = 0; j < filter.Length; j++) - // rt[i + j] += signal[i] * filter[j]; - - for (var i = 0; i < length; i++) - { - - for (var j = 0; j < signal.Length; j++) - { - if (i - j >= 0 && i - j < filter.Length) - rt[i] += signal[j] * filter[i - j]; - } - } - - return rt; - } - - public static double[] CrossCorrelation(this double[] signal, double[] filter, bool cyclic = false) - { - - if (cyclic) - { - var length = signal.Length + filter.Length - 1; - var rt = new double[length]; - - for (var i = 0; i < length; i++) - { - for (var j = 0; j < signal.Length; j++) - { - rt[i] += signal[j] * filter[(i + j) % filter.Length]; - } - } - - return rt; - - } - else - { - var length = signal.Length + filter.Length - 1; - var rt = new double[length]; - - for (var i = 0; i < length; i++) - { - for (var j = 0; j < signal.Length; j++) - { - if (i + j < filter.Length) - rt[i] += signal[j] * filter[i + j]; - } - } - - return rt; - } - } - - public static double[] AutoCorrelation(this double[] signal, bool cyclic = false) - { - return signal.CrossCorrelation(signal, cyclic); - } - } -} diff --git a/Esiur.Analysis/DSP/TransferFunction.cs b/Esiur.Analysis/DSP/TransferFunction.cs deleted file mode 100644 index 6781a09..0000000 --- a/Esiur.Analysis/DSP/TransferFunction.cs +++ /dev/null @@ -1,73 +0,0 @@ -using System; -using System.Collections.Generic; -using System.Linq; -using System.Net.WebSockets; -using System.Security.Cryptography.X509Certificates; -using System.Text; -using System.Xml.Schema; - -namespace Esiur.Analysis.DSP -{ - public class TransferFunction - { - - public double Step { get; set; } - - double[] inputs; - double[] outputs; - - public double[] InputCoefficients { get; set; } - public double[] OutputCoefficients { get; set; } - - public TransferFunction(double[] numerator, double[] denominator, double step = 0.01) - { - inputs = new double[numerator.Length]; - outputs = new double[denominator.Length]; - - InputCoefficients = numerator.Reverse().ToArray(); - OutputCoefficients = denominator.Reverse().ToArray(); - - Step = step; - } - - public double Evaluate(double value) - { - var xs = new double[inputs.Length]; - xs[0] = value;// * InputCoefficients.Last(); - - - // diffrentiate - for(var i = 1; i < xs.Length; i++) - xs[i] = (xs[i - 1] - inputs[i - 1]) / Step; - - var ys = new double[outputs.Length]; - - // integrate - for (var i = outputs.Length - 2; i >= 0; i--) - { - var iy = outputs[i] + (Step * outputs[i + 1]); - if (double.IsNaN(iy) || double.IsInfinity(iy)) - ys[i] = outputs[i]; - else - ys[i] = iy; - } - - var v = xs.Zip(InputCoefficients, (x, c) => x * c).Sum() - ys.Zip(OutputCoefficients, (y, c) => y * c).Sum(); - - if (double.IsNaN(v) || double.IsInfinity(v)) - ys[ys.Length - 1] = outputs[ys.Length - 1]; - else - ys[ys.Length - 1] = v; - - inputs = xs; - outputs = ys; - - return ys[0]; - } - - public double[] Evaluate(double[] value) - { - return value.Select(x => Evaluate(x)).ToArray(); - } - } -} diff --git a/Esiur.Analysis/Esiur.Labs.csproj b/Esiur.Analysis/Esiur.Labs.csproj deleted file mode 100644 index c77d25c..0000000 --- a/Esiur.Analysis/Esiur.Labs.csproj +++ /dev/null @@ -1,31 +0,0 @@ - - - - netstandard2.1 - enable - True - True - - - - - - - - - - - - - - - - - - - - - - - - diff --git a/Esiur.Analysis/Fuzzy/ContinuousSet.cs b/Esiur.Analysis/Fuzzy/ContinuousSet.cs deleted file mode 100644 index 28800d6..0000000 --- a/Esiur.Analysis/Fuzzy/ContinuousSet.cs +++ /dev/null @@ -1,44 +0,0 @@ -using System; -using System.Collections.Generic; -using System.Linq; -using System.Text; - -namespace Esiur.Analysis.Fuzzy -{ - public class ContinuousSet : INumericalSet - { - public MembershipFunction Function { get; set; } - - public double AlphaCut { get; set; } = double.MaxValue; - - - - public INumericalSet Intersection(INumericalSet with) - { - return new OperationSet(Operation.Intersection, this, with); - } - - public INumericalSet Union(INumericalSet with) - { - return new OperationSet(Operation.Union, this, with); - } - - public ContinuousSet(MembershipFunction function) - { - this.Function = function; - } - - public double this[double input] - { - get - { - - var results = Function(input); - - return results > AlphaCut ? AlphaCut : results; - } - } - - - } -} diff --git a/Esiur.Analysis/Fuzzy/DiscreteSet.cs b/Esiur.Analysis/Fuzzy/DiscreteSet.cs deleted file mode 100644 index a2e442c..0000000 --- a/Esiur.Analysis/Fuzzy/DiscreteSet.cs +++ /dev/null @@ -1,87 +0,0 @@ -using System; -using System.Collections; -using System.Collections.Generic; -using System.Diagnostics.CodeAnalysis; -using System.Linq; -using System.Text; - -namespace Esiur.Analysis.Fuzzy -{ - public class DiscreteSet : INumericalSet, IEnumerable> - { - Dictionary vector = new Dictionary(); - - public double this[double index] - { - get => vector.ContainsKey(index) ? vector[index] : 0; - set - { - if (vector.ContainsKey(index)) - vector[index] = value; - else - vector.Add(index, value); - } - } - - public double AlphaCut { get; set; } - - - - public INumericalSet Intersection(INumericalSet with) - { - return new OperationSet(Operation.Intersection, new INumericalSet[] { this, with }); - } - - public INumericalSet Union(INumericalSet with) - { - return new OperationSet(Operation.Union, new INumericalSet[] { this, with }); - } - - IEnumerator IEnumerable.GetEnumerator() - { - return vector.GetEnumerator(); - } - - IEnumerator> IEnumerable>.GetEnumerator() - { - return vector.GetEnumerator(); - } - - public KeyValuePair[] Maximas - { - get - { - var max = vector.Values.Max(); - return vector.Where(x => x.Value == max).ToArray(); - } - } - - - public double Integral(double from, double to) - { - return vector.Where(x => x.Key >= from && x.Key <= to).Sum(x => x.Value); - } - - public double Centroid(double from, double to) - { - var r = vector.Where(x => x.Key >= from && x.Key <= to).ToArray(); - - var total = r.Sum(x => x.Value); - if (total == 0) - return 0; - else - return r.Sum(x => x.Key * x.Value ) / total; - } - - public KeyValuePair[] Minimas - { - get - { - var min = vector.Values.Min(); - return vector.Where(x => x.Value == min).ToArray(); - } - } - - public double[] ToArray() => vector.Values.ToArray(); - } -} diff --git a/Esiur.Analysis/Fuzzy/FuzzyElement.cs b/Esiur.Analysis/Fuzzy/FuzzyElement.cs deleted file mode 100644 index 387d564..0000000 --- a/Esiur.Analysis/Fuzzy/FuzzyElement.cs +++ /dev/null @@ -1,12 +0,0 @@ -using System; -using System.Collections.Generic; -using System.Text; - -namespace Esiur.Analysis.Fuzzy -{ - public class FuzzyElement - { - public double Degree { get; set; } - public double Value { get; set; } - } -} diff --git a/Esiur.Analysis/Fuzzy/FuzzyExtensions.cs b/Esiur.Analysis/Fuzzy/FuzzyExtensions.cs deleted file mode 100644 index 0c8b7d1..0000000 --- a/Esiur.Analysis/Fuzzy/FuzzyExtensions.cs +++ /dev/null @@ -1,82 +0,0 @@ -using System; -using System.Collections.Generic; -using System.Runtime.CompilerServices; -using System.Text; - -namespace Esiur.Analysis.Fuzzy -{ - public static class FuzzyExtensions - { - - public static double Or(this double value, double orValue) => value > orValue ? value : orValue; - public static double And(this double value, double orValue) => value < orValue ? value : orValue; - - public static double Is(this double value, INumericalSet set) => set[value]; - - // Mamdani - public static ContinuousSet Then(this double value, ContinuousSet set) - => new ContinuousSet(set.Function) { AlphaCut = value };// set.AlphaCut < value ? set.AlphaCut : value }; - - // TKS - public static double Then(this double value, double constant) - => value * constant; - - - public static INumericalSet FuzzyUnion(this INumericalSet[] sets) - { - return new OperationSet(Operation.Union, sets); - } - - public static INumericalSet FuzzyIntersection(this INumericalSet sets) - { - return new OperationSet(Operation.Intersection, sets); - - } - - public static DiscreteSet ToDiscrete(this INumericalSet set, double from, double to, double step) - { - var rt = new DiscreteSet(); - for (var x = from; x <= to; x += step) - rt[x] = set[x]; - - return rt; - } - - public static double[] Sample(this INumericalSet set, double[] time) - { - var rt = new double[time.Length]; - for (var i = 0; i < time.Length; i++) - rt[i] = set[time[i]]; - return rt; - } - - public static double[] Sample(this INumericalSet set, double from, double to, double step) - { - var size = (int)((to - from) / step); - - var rt = new double[size]; - var s = 0; - for (var i = from; i < to && s < size; i+=step) - rt[s++] = set[i]; - return rt; - - } - - public static double[] Range(double from, double to, double step) - { - var size = (int)((to - from) / step); - - if (size == 0) - return new double[] { from }; - - var rt = new double[size]; - var s = 0; - for (var i = from; i < to && s < size; i += step) - rt[s++] = i; - return rt; - - } - - - } -} diff --git a/Esiur.Analysis/Fuzzy/FuzzyRule.cs b/Esiur.Analysis/Fuzzy/FuzzyRule.cs deleted file mode 100644 index 7e45548..0000000 --- a/Esiur.Analysis/Fuzzy/FuzzyRule.cs +++ /dev/null @@ -1,28 +0,0 @@ -using System; -using System.Collections.Generic; -using System.Text; - -namespace Esiur.Analysis.Fuzzy -{ - public class FuzzyRule - { - public string Name { get; set; } - - public FuzzySet InputSet { get; set; } - public FuzzySet OutputSet { get; set; } - - public FuzzyRule(string name, FuzzySet input, FuzzySet output) - { - Name = name; - InputSet = input; - OutputSet = output; - } - - public FuzzySet Evaluate(double input) - { - var val = InputSet[input]; - var results = new FuzzySet(OutputSet.Function) { AlphaCut = OutputSet.AlphaCut < val ? OutputSet.AlphaCut : val }; - return results; - } - } -} diff --git a/Esiur.Analysis/Fuzzy/IFuzzyEvaluator.cs b/Esiur.Analysis/Fuzzy/IFuzzyEvaluator.cs deleted file mode 100644 index 93d874f..0000000 --- a/Esiur.Analysis/Fuzzy/IFuzzyEvaluator.cs +++ /dev/null @@ -1,12 +0,0 @@ -using System; -using System.Collections.Generic; -using System.Text; - -namespace Esiur.Analysis.Fuzzy -{ - public interface IFuzzyEvaluator - { - - public double[] Evaluate(double[] crispValues); - } -} diff --git a/Esiur.Analysis/Fuzzy/INumericalSet.cs b/Esiur.Analysis/Fuzzy/INumericalSet.cs deleted file mode 100644 index 615b44b..0000000 --- a/Esiur.Analysis/Fuzzy/INumericalSet.cs +++ /dev/null @@ -1,16 +0,0 @@ -using System; -using System.Collections.Generic; -using System.Text; - -namespace Esiur.Analysis.Fuzzy -{ - public interface INumericalSet - { - public T this[T index] { get; } - public double AlphaCut { get; set; } - - public INumericalSet Intersection(INumericalSet with); - public INumericalSet Union(INumericalSet with); - - } -} diff --git a/Esiur.Analysis/Fuzzy/IVectorSet.cs b/Esiur.Analysis/Fuzzy/IVectorSet.cs deleted file mode 100644 index dfbfc01..0000000 --- a/Esiur.Analysis/Fuzzy/IVectorSet.cs +++ /dev/null @@ -1,14 +0,0 @@ -using System; -using System.Collections.Generic; -using System.Text; - -namespace Esiur.Analysis.Fuzzy -{ - internal interface IVectorSet: IEnumerable - { - public double this[double index] - { - get; - } - } -} diff --git a/Esiur.Analysis/Fuzzy/MamdaniDefuzzifier.cs b/Esiur.Analysis/Fuzzy/MamdaniDefuzzifier.cs deleted file mode 100644 index 7a83df9..0000000 --- a/Esiur.Analysis/Fuzzy/MamdaniDefuzzifier.cs +++ /dev/null @@ -1,40 +0,0 @@ -using System; -using System.Collections.Generic; -using System.Linq; -using System.Text; - -namespace Esiur.Analysis.Fuzzy -{ - public enum MamdaniDefuzzifierMethod - { - CenterOfGravity, - FirstMaxima, - LastMaxima, - MeanOfMaxima, - } - public class MamdaniDefuzzifier - { - - public static double Evaluate(INumericalSet[] sets, MamdaniDefuzzifierMethod method, double from, double to, double step) - { - - var union = sets.FuzzyUnion(); - var output = union.ToDiscrete(from, to, step); - - if (method == MamdaniDefuzzifierMethod.CenterOfGravity) - return output.Centroid(from, to); - else if (method == MamdaniDefuzzifierMethod.FirstMaxima) - return output.Maximas.First().Key; - else if (method == MamdaniDefuzzifierMethod.LastMaxima) - return output.Maximas.Last().Key; - else if (method == MamdaniDefuzzifierMethod.MeanOfMaxima) - { - var max = output.Maximas; - return max.First().Key + ((max.Last().Key - max.First().Key) / 2); - } - else - throw new Exception("Unknown method"); - } - - } -} diff --git a/Esiur.Analysis/Fuzzy/MembershipFunction.cs b/Esiur.Analysis/Fuzzy/MembershipFunction.cs deleted file mode 100644 index 550915a..0000000 --- a/Esiur.Analysis/Fuzzy/MembershipFunction.cs +++ /dev/null @@ -1,43 +0,0 @@ -using System; -using System.Collections.Generic; -using System.Text; - -namespace Esiur.Analysis.Fuzzy -{ - public delegate double MembershipFunction(double value); - - public static class MembershipFunctions - { - public static MembershipFunction Triangular(double start, double peak, double end) - { - return new MembershipFunction(x => - { - if (x < start || x > end) return 0; - if (x < peak) return (x - start) / (peak - start); - if (x > peak) return (end - x) / (end - peak); - return 1; // x = peak - }); - } - - public static MembershipFunction Descending(double peak, double end) - { - return new MembershipFunction(x => - { - if (x <= peak) return 0; - if (x > peak && x < end) return (end - x) / (end - peak); - return 0; - }); - } - - public static MembershipFunction Ascending(double start, double peak) - { - return new MembershipFunction(x => - { - if (x >= peak) return 0; - if (x < peak && x > start) return (x - start) / (peak - start); - return 0; - }); - } - } - -} diff --git a/Esiur.Analysis/Fuzzy/OperationSet.cs b/Esiur.Analysis/Fuzzy/OperationSet.cs deleted file mode 100644 index 4ed81a8..0000000 --- a/Esiur.Analysis/Fuzzy/OperationSet.cs +++ /dev/null @@ -1,61 +0,0 @@ -using System; -using System.Collections.Generic; -using System.Linq; -using System.Security.Cryptography.X509Certificates; -using System.Text; - -namespace Esiur.Analysis.Fuzzy -{ - public enum Operation - { - Intersection, - Union - } - - public class OperationSet : INumericalSet - { - - public Operation Operation { get; set; } - - public INumericalSet[] Sets { get; internal set; } - - public double AlphaCut { get; set; } = double.MaxValue; - - public double this[double index] - { - get - { - double x = 0; - if (Operation == Operation.Union) - x = Sets.Max(x => x[index]); - else if (Operation == Operation.Intersection) - x = Sets.Min(x => x[index]); - - // Alpha might be changed for this instance - return x > AlphaCut ? AlphaCut : x; - } - } - - public OperationSet(Operation operation, params INumericalSet[] sets) - { - Sets = sets; - - if (operation == Operation.Intersection) - AlphaCut = sets.Min(x => x.AlphaCut); - else if (operation == Operation.Union) - AlphaCut = sets.Max(x => x.AlphaCut); - - Operation = operation; - } - - public INumericalSet Intersection(INumericalSet with) - { - return new OperationSet(Operation.Intersection, new INumericalSet[] { this, with }); - } - - public INumericalSet Union(INumericalSet with) - { - return new OperationSet(Operation.Union, new INumericalSet[] { this, with }); - } - } -} diff --git a/Esiur.Analysis/Graph/DirectedGraph.cs b/Esiur.Analysis/Graph/DirectedGraph.cs deleted file mode 100644 index ad0a0e2..0000000 --- a/Esiur.Analysis/Graph/DirectedGraph.cs +++ /dev/null @@ -1,75 +0,0 @@ -using System; -using System.Collections.Generic; -using System.Linq; -using System.Text; - -namespace Esiur.Analysis.Graph -{ - public class DirectedGraph : IGraph where T:struct - { - public List> Nodes { get;} = new List>(); - - public List> Edges { get; }= new List>(); - - public void Link(Node source, Node destination , T weight, string label) - { - var edge = new Edge() { SourceNode = source, DestinationNode = destination, Weight = weight, Label = label }; - Edges.Add(edge); - source.Destinations.Add(edge); - destination.Sources.Add(edge); - - } - - public Node AddNode(T value, string label, int x, int y) - { - var n = new Node() { Value = value, Label = label, X = x, Y = y }; - Nodes.Add(n); - return n; - } - - public Matrix TransitionMatrix { get; private set; } - - public Matrix CurrentStep { get; private set; } - - public Edge[,] EdgesMatrix { get; private set; } - - public void Build() - { - // create matrix - var m = new T[Nodes.Count, Nodes.Count]; - var e = new Edge[Nodes.Count, Nodes.Count]; - - for(var i = 0; i < Nodes.Count; i++) - { - for(var j = 0; j < Nodes.Count; j++) - { - var link = Edges.FirstOrDefault(x => x.SourceNode == Nodes[i] && x.DestinationNode == Nodes[j]); - if (link == null) - m[i, j] = default(T); - else - { - m[i, j] = link.Weight; - e[i, j] = link; - } - } - } - - TransitionMatrix = new Matrix(m); - CurrentStep = TransitionMatrix; - EdgesMatrix = e; - } - - public void Step() - { - CurrentStep *= CurrentStep; - // update weights - for(var i = 0; i < CurrentStep.Rows; i++) - for(var j = 0; j < CurrentStep.Columns; j++) - { - if (EdgesMatrix[i, j] != null) - EdgesMatrix[i, j].Weight = CurrentStep[i, j]; - } - - } - } -} diff --git a/Esiur.Analysis/Graph/Edge.cs b/Esiur.Analysis/Graph/Edge.cs deleted file mode 100644 index a0fc054..0000000 --- a/Esiur.Analysis/Graph/Edge.cs +++ /dev/null @@ -1,16 +0,0 @@ -using System; -using System.Collections.Generic; -using System.Text; - -namespace Esiur.Analysis.Graph -{ - public class Edge - { - public Node SourceNode { get; set; } - public Node DestinationNode { get; set; } - - public T Weight { get; set; } - - public string Label { get; set; } - } -} diff --git a/Esiur.Analysis/Graph/IGraph.cs b/Esiur.Analysis/Graph/IGraph.cs deleted file mode 100644 index ac6ff78..0000000 --- a/Esiur.Analysis/Graph/IGraph.cs +++ /dev/null @@ -1,10 +0,0 @@ -using System; -using System.Collections.Generic; -using System.Text; - -namespace Esiur.Analysis.Graph -{ - public interface IGraph - { - } -} diff --git a/Esiur.Analysis/Graph/Matrix.cs b/Esiur.Analysis/Graph/Matrix.cs deleted file mode 100644 index a3b5347..0000000 --- a/Esiur.Analysis/Graph/Matrix.cs +++ /dev/null @@ -1,96 +0,0 @@ -using System; -using System.Collections.Generic; -using System.Data.Common; -using System.Text; - -namespace Esiur.Analysis.Graph -{ - public class Matrix where T : struct - { - internal T[,] value; - - public int Rows { get; private set; } - public int Columns { get; private set; } - - public T this[int x, int y] { - get => value [x, y]; - set => this.value[x, y] = value; - } - - public Matrix(int rows, int columns) - { - value = new T[rows, columns]; - } - - public Matrix(T[,] value) - { - this.value = value; - Rows = value.GetLength(0); - Columns = value.GetLength(1); - } - - public Matrix Transpose() - { - var rt = new T[Columns, Rows]; - - for(var i = 0; i < Rows; i++) - for(var j = 0; j < Columns; j++) - rt[j, i] = value[i, j]; - - return new Matrix(rt); - } - - public static Matrix operator *(Matrix a, Matrix b) - => Multiply(a, b); - - public Matrix Pow(int power) - { - var rt = this; - for (var i = 1; i < power; i++) - rt = rt * rt; - return rt; - } - - public override string ToString() - { - var rt = ""; - for (var i = 0; i < Rows; i++) - { - rt += "|"; - - for (var j = 0; j < Columns - 1; j++) - rt += value[i, j] + ","; - - rt += value[i, Columns - 1] + "|"; - } - - return rt; - } - - public static Matrix Multiply(Matrix a, Matrix b) where T : struct - { - - - if (a.Columns != b.Rows) - throw new ArgumentException("`a` rows do not match `b` columns."); - - - T[,] rt = new T[a.Rows, b.Columns]; - - for (int i = 0; i < a.Rows; i++) - { // aRow - for (int j = 0; j < b.Columns; j++) - { // bColumn - for (int k = 0; k < a.Columns; k++) - { // aColumn - dynamic aValue = a[i, k]; - dynamic bValue = b[k, j]; - rt[i, j] += aValue * bValue;// a[i, k] * b[k, j]; - } - } - } - - return new Matrix(rt); - } - } -} diff --git a/Esiur.Analysis/Graph/Node.cs b/Esiur.Analysis/Graph/Node.cs deleted file mode 100644 index 7523ced..0000000 --- a/Esiur.Analysis/Graph/Node.cs +++ /dev/null @@ -1,19 +0,0 @@ -using System; -using System.Collections.Generic; -using System.Text; - -namespace Esiur.Analysis.Graph -{ - public class Node - { - public T Value { get; set; } - - public int X { get; set; } - public int Y { get; set; } - - public string Label { get; set; } - public List> Destinations { get; } = new List>(); - public List> Sources { get; } = new List>(); - - } -} diff --git a/Esiur.Analysis/LICENSE b/Esiur.Analysis/LICENSE deleted file mode 100644 index 3fc5ffc..0000000 --- a/Esiur.Analysis/LICENSE +++ /dev/null @@ -1,21 +0,0 @@ -MIT License - -Copyright (c) 2022 - 2023 Esiur Foundation, Ahmed Kh. Zamil. - -Permission is hereby granted, free of charge, to any person obtaining a copy -of this software and associated documentation files (the "Software"), to deal -in the Software without restriction, including without limitation the rights -to use, copy, modify, merge, publish, distribute, sublicense, and/or sell -copies of the Software, and to permit persons to whom the Software is -furnished to do so, subject to the following conditions: - -The above copyright notice and this permission notice shall be included in all -copies or substantial portions of the Software. - -THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR -IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE -AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER -LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE -SOFTWARE. diff --git a/Esiur.Analysis/Neural/ActivationFunction.cs b/Esiur.Analysis/Neural/ActivationFunction.cs deleted file mode 100644 index b76c4c8..0000000 --- a/Esiur.Analysis/Neural/ActivationFunction.cs +++ /dev/null @@ -1,87 +0,0 @@ -using System; -using System.Collections.Generic; -using System.Text; - -namespace Esiur.Analysis.Neural -{ - public delegate double ActivationFunction(double value); - - public static class ActivationFunctions - { - - public static (ActivationFunction, ActivationFunction) Sigmoid() - { - return (new ActivationFunction(x => - { - float k = (float)Math.Exp(x); - return k / (1.0 + k); - }), - new ActivationFunction(x => - { - return x * (1 - x); - })); - } - - public static ActivationFunction Tanh() - { - return new ActivationFunction(x => - { - return Math.Tanh(x); - }); - } - - - public static ActivationFunction ReLU() - { - return new ActivationFunction(x => - { - return (0 >= x) ? 0 : x; - }); - } - - public static ActivationFunction LeakyReLU() - { - return new ActivationFunction(x => - { - return (0 >= x) ? 0.01 * x : x; - }); - } - - public static ActivationFunction SigmoidDer() - { - return new ActivationFunction(x => - { - return x * (1 - x); - }); - } - - public static ActivationFunction TanhDer() - { - return new ActivationFunction(x => - { - return 1 - (x * x); - }); - } - - public static ActivationFunction ReLUDer() - { - return new ActivationFunction(x => - { - return (0 >= x) ? 0 : 1; - }); - } - - public static ActivationFunction LeakyReLUDer() - { - return new ActivationFunction(x => - { - return (0 >= x) ? 0.01f : 1; - }); - } - - - - - } - -} diff --git a/Esiur.Analysis/Neural/NeuralLayer.cs b/Esiur.Analysis/Neural/NeuralLayer.cs deleted file mode 100644 index 5fe8cdc..0000000 --- a/Esiur.Analysis/Neural/NeuralLayer.cs +++ /dev/null @@ -1,50 +0,0 @@ -using Esiur.Analysis.Algebra; -using Microsoft.CodeAnalysis; -using System; -using System.Collections.Generic; -using System.Text; - -namespace Esiur.Analysis.Neural -{ - internal class NeuralLayer - { - - - public Neuron[] Neurons { get; internal set; } - - public MathFunction Activation { get; internal set; } - - public NeuralLayer? PreviousLayer { get; internal set; } - public double Bias { get; set; } - - public NeuralLayer(int nodes, MathFunction activation, NeuralLayer? previousLayer) - { - - PreviousLayer = previousLayer; - Neurons = new Neuron[nodes]; - Activation = activation; - - for(var i = 0; i < nodes; i++) - { - var synapses = new List(); - - var neuron = new Neuron() - { - Layer = this, - }; - - - if (previousLayer != null) - { - for(var j = 0; j < previousLayer.Neurons.Length; j++) - { - synapses.Add(new Synapse() { Source = previousLayer.Neurons[j] , Target = neuron, Weight = 0}); - } - } - - Neurons[i] = neuron; - } - - } - } -} diff --git a/Esiur.Analysis/Neural/NeuralNetwork.cs b/Esiur.Analysis/Neural/NeuralNetwork.cs deleted file mode 100644 index 359f72a..0000000 --- a/Esiur.Analysis/Neural/NeuralNetwork.cs +++ /dev/null @@ -1,101 +0,0 @@ -using Esiur.Analysis.Algebra; -using System; -using System.Collections.Generic; -using System.Linq; -using System.Text; - -namespace Esiur.Analysis.Neural -{ - public class NeuralNetwork - { - NeuralLayer[] neuralLayers; - - public NeuralNetwork(int[] layers, MathFunction[] activations) - { - neuralLayers = new NeuralLayer[layers.Length]; - - for (var i = 0; i < layers.Length; i++) - neuralLayers[i] = new NeuralLayer(layers[i], activations[i], i == 0 ? null : neuralLayers[i-1]); - } - - public double[] FeedForward(double[] input) - { - for (int i = 0; i < input.Length; i++) - { - neuralLayers[0].Neurons[i].Value = input[i]; - } - - for (int i = 1; i < neuralLayers.Length; i++) - { - for (int j = 0; j < neuralLayers[i].Neurons.Length; j++) - { - neuralLayers[i].Neurons[j].Forward(); - } - } - - return neuralLayers.Last().Neurons.Select(x => x.Value).ToArray(); - } - - - - public void BackPropagate(double[] input, double[] target) - { - var output = FeedForward(input); - - // total error (square error function) - double totalError = 0.5 * output.Zip(target, (x, y) => Math.Pow(x - y, 2)).Sum() ; - - - // calculate partial derivitave of E-Total with respect to weights dE/dW = dE/dOF * dOF/dO * dO/dW - - for(var i = 0; i < target.Length; i++) - { - //var z = -(target[i] - output[i]) * - } - //for (int i = 0; i < output.Length; i++) - // totalError += (float)Math.Pow(output[i] - expected[i], 2);//calculated cost of network - - //totalError /= 2; //this value is not used in calculions, rather used to identify the performance of the network - - - - //var gamma = neuralLayers.Select(x => x.Neurons.Select(n => n.Value).ToArray()).ToArray(); - - - //int layer = layers.Length - 2; - - //for (int i = 0; i < output.Length; i++) gamma[layers.Length - 1][i] = (output[i] - expected[i]) * activateDer(output[i], layer);//Gamma calculation - //for (int i = 0; i < layers[layers.Length - 1]; i++)//calculates the w' and b' for the last layer in the network - //{ - // biases[layers.Length - 2][i] -= gamma[layers.Length - 1][i] * learningRate; - // for (int j = 0; j < layers[layers.Length - 2]; j++) - // { - - // weights[layers.Length - 2][i][j] -= gamma[layers.Length - 1][i] * neurons[layers.Length - 2][j] * learningRate;//*learning - // } - //} - - //for (int i = layers.Length - 2; i > 0; i--)//runs on all hidden layers - //{ - // layer = i - 1; - // for (int j = 0; j < layers[i]; j++)//outputs - // { - // gamma[i][j] = 0; - // for (int k = 0; k < gamma[i + 1].Length; k++) - // { - // gamma[i][j] += gamma[i + 1][k] * weights[i][k][j]; - // } - // gamma[i][j] *= activateDer(neurons[i][j], layer);//calculate gamma - // } - // for (int j = 0; j < layers[i]; j++)//itterate over outputs of layer - // { - // biases[i - 1][j] -= gamma[i][j] * learningRate;//modify biases of network - // for (int k = 0; k < layers[i - 1]; k++)//itterate over inputs to layer - // { - // weights[i - 1][j][k] -= gamma[i][j] * neurons[i - 1][k] * learningRate;//modify weights of network - // } - // } - //} - } - } -} diff --git a/Esiur.Analysis/Neural/Neuron.cs b/Esiur.Analysis/Neural/Neuron.cs deleted file mode 100644 index 5b37cc4..0000000 --- a/Esiur.Analysis/Neural/Neuron.cs +++ /dev/null @@ -1,21 +0,0 @@ -using System; -using System.Collections.Generic; -using System.Linq; -using System.Text; - -namespace Esiur.Analysis.Neural -{ - internal class Neuron - { - public double Value { get; set; } - public NeuralLayer Layer { get; set; } - - public List Synapses { get; set; } = new List(); - - public void Forward() - { - var sum = Synapses.Sum(x => x.Weight * x.Source.Value); - Value = Layer.Activation.Function(sum + Layer.PreviousLayer?.Bias ?? 0); - } - } -} diff --git a/Esiur.Analysis/Neural/Synapse.cs b/Esiur.Analysis/Neural/Synapse.cs deleted file mode 100644 index a874917..0000000 --- a/Esiur.Analysis/Neural/Synapse.cs +++ /dev/null @@ -1,14 +0,0 @@ -using System; -using System.Collections.Generic; -using System.Text; - -namespace Esiur.Analysis.Neural -{ - internal class Synapse - { - public double Weight { get; set; } - - public Neuron Source { get; set; } - public Neuron Target { get; set; } - } -} diff --git a/Esiur.Analysis/Optimization/Genetic.cs b/Esiur.Analysis/Optimization/Genetic.cs deleted file mode 100644 index d2bfbce..0000000 --- a/Esiur.Analysis/Optimization/Genetic.cs +++ /dev/null @@ -1,150 +0,0 @@ -using Esiur.Data; -using Esiur.Resource; -using System; -using System.Collections.Concurrent; -using System.Collections.Generic; -using System.Diagnostics; -using System.Linq; -using System.Reflection; -using System.Security.Cryptography.X509Certificates; -using System.Text; -using System.Threading.Tasks; - -namespace Esiur.Analysis.Optimization -{ - public class Genetic where T : unmanaged - { - - Random rand = new Random(); - - public static unsafe byte[] Encode(in T value) - { - byte[] result = new byte[sizeof(T)]; - fixed (byte* dst = result) - *(T*)dst = value; - return result; - } - - public static unsafe T Decode(byte[] data) - { - fixed (byte* src = data) - return *(T*)src; - } - - public List Population = new List(); - - public int PopulationSize { get; set; } - private int DataSize { get; set; } - - public Func FitnessFunction { get; set; } - - public unsafe Genetic(int populationSize, Func fitnessFunction) - { - FitnessFunction = fitnessFunction; - PopulationSize = populationSize; - DataSize = sizeof(T); - } - - void GeneratePopultation() - { - for (var i = 0; i < PopulationSize; i++) - { - byte[] buffer = new byte[DataSize]; - rand.NextBytes(buffer); - var record = Decode(buffer); - Population.Add(record); - } - } - - - KeyValuePair[] GetFitness() - { - //var rt = new List>(); - var rt = new ConcurrentBag>(); - - - Parallel.ForEach(Population, record => - { - rt.Add(new KeyValuePair(record, FitnessFunction(record))); - - }); - - //foreach (var record in Population) - // rt.Add(new KeyValuePair( record, FitnessFunction(record))); - - return rt.ToArray(); - } - - T Mate(T parent1, T parent2) - { - var dp1 = Encode(parent1); - var dp2 = Encode(parent2); - - var dc = new byte[dp1.Length]; - - - for (var i = 0; i < dc.Length; i++) - { - var prop = rand.NextDouble(); - if (prop < 0.45) - dc[i] = dp1[i]; - else if (prop < 0.9) - dc[i] = dp2[i]; - else - dc[i] = (byte)rand.Next(0, 255); - } - - return Decode(dc); - - } - - public IEnumerable<(int, double, T)> Evaluate(int maxIterations) - { - GeneratePopultation(); - - var generation = 0; - - KeyValuePair best; - - do - { - var ordered = GetFitness().OrderBy(x => x.Value).ToArray(); - - best = ordered[0]; - - if (best.Value == 0) - break; - - yield return (generation, best.Value, best.Key); - - // Elitism selection ( 10% of fittest population ) - - var eliteCount = (int)(ordered.Length * 0.1); - var neededCount = (int)(ordered.Length * 0.9); - - var newGeneration = ordered.Select(x => x.Key).Take(eliteCount).ToList(); - - // The rest 90% will be generated from mating the top 50% of the current poplulation - for (var i = 0; i < neededCount; i++) - { - var p1 = Population[rand.Next(0, PopulationSize / 2)]; - var p2 = Population[rand.Next(0, PopulationSize / 2)]; - - var offspring = Mate(p1, p2); - newGeneration.Add(offspring); - } - - Population = newGeneration; - - Debug.WriteLine($"Gen {generation} Fittest: {ordered.First().Value} {ordered.First().Key.ToString()} "); - - - } while (generation++ < maxIterations); - - Debug.WriteLine($"Gen {generation} Best: {best.ToString()} "); - - yield return (generation, best.Value, best.Key); - } - - } -} diff --git a/Esiur.Analysis/Queueing/MeanValueAnalysis.cs b/Esiur.Analysis/Queueing/MeanValueAnalysis.cs deleted file mode 100644 index db5fd77..0000000 --- a/Esiur.Analysis/Queueing/MeanValueAnalysis.cs +++ /dev/null @@ -1,107 +0,0 @@ -/* - -Copyright (c) 2023 Ahmed Kh. Zamil - -Permission is hereby granted, free of charge, to any person obtaining a copy -of this software and associated documentation files (the "Software"), to deal -in the Software without restriction, including without limitation the rights -to use, copy, modify, merge, publish, distribute, sublicense, and/or sell -copies of the Software, and to permit persons to whom the Software is -furnished to do so, subject to the following conditions: - -The above copyright notice and this permission notice shall be included in all -copies or substantial portions of the Software. - -THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR -IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE -AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER -LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE -SOFTWARE. - -*/ - -using System; -using System.Collections.Generic; -using System.Diagnostics; -using System.Text; - -namespace Esiur.Analysis.Queueing -{ - public class MeanValueAnalysis - { - - public Queue[] Nodes { get; set; } - - public MeanValueAnalysis(Queue[] queues) - { - Nodes = queues; - } - - public double NormalizationConstant { get; set; } - - public class MVAResult - { - public Queue Node { get; set; } - - public double MeanNumberOfCustomers { get; set; } - - public double MeanResponseTime { get; set; } - - public double Throughput { get; set; } - - public double NormalizationConstant { get; set; } - } - - public MVAResult[] Process(int customers) - { - - var R = new double[Nodes.Length]; - var L = new double[Nodes.Length]; - var X = 0.0; - var G = 1.0; - - // initialize - - for (var k = 1; k <= customers; k++) - { - X = 0; - - // Compute response time R - for (var i = 0; i < Nodes.Length; i++) - { - if (k == 1 || Nodes[i].Servers == 0) - R[i] = (1 / Nodes[i].ServiceRate); - else if (Nodes[i].Servers == 1) - R[i] = (1 / Nodes[i].ServiceRate) * (1 + L[i]); - - // Compute throughput X - X += R[i] * Nodes[i].VisitRatio; - - } - - X = k / X; - - // Compute normalization factor G - - G = G / X; - - // Compute mean number of customers L - for (var i = 0; i < Nodes.Length; i++) - L[i] = X * Nodes[i].VisitRatio * R[i]; - - - //Debug.Print(String.Join(" ", R)); - - } - - var rt = new MVAResult[Nodes.Length]; - for (var i = 0; i < Nodes.Length; i++) - rt[i] = new MVAResult() { MeanNumberOfCustomers = L[i], MeanResponseTime = R[i], Node = Nodes[i], NormalizationConstant = G, Throughput = L[i] / R[i] }; - //Console.WriteLine(X); - - return rt; - } - } -} \ No newline at end of file diff --git a/Esiur.Analysis/Queueing/Queue.cs b/Esiur.Analysis/Queueing/Queue.cs deleted file mode 100644 index e48d871..0000000 --- a/Esiur.Analysis/Queueing/Queue.cs +++ /dev/null @@ -1,118 +0,0 @@ -/* - -Copyright (c) 2023 Ahmed Kh. Zamil - -Permission is hereby granted, free of charge, to any person obtaining a copy -of this software and associated documentation files (the "Software"), to deal -in the Software without restriction, including without limitation the rights -to use, copy, modify, merge, publish, distribute, sublicense, and/or sell -copies of the Software, and to permit persons to whom the Software is -furnished to do so, subject to the following conditions: - -The above copyright notice and this permission notice shall be included in all -copies or substantial portions of the Software. - -THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR -IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE -AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER -LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE -SOFTWARE. - -*/ - -using Esiur.Analysis.Statistics; -using System; -using System.Collections.Generic; -using System.Text; -using System.Text.RegularExpressions; - -namespace Esiur.Analysis.Queueing -{ - public enum ProcessType - { - Markovian - } - - public enum Discipline - { - - } - - public class Queue - { - public ProcessType ArrivalProcess { get; set; } - public ProcessType ServiceProcess { get; set; } - - public double ArrivalRate { get; set; } - public double VisitRatio { get; set; } // for Mean Value Analysis - public double ServiceRate { get; set; } - - public int Capacity { get; set; } - public int Servers { get; set; } - public int Population { get; set; } - - public string Label { get; set; } - - public double TrafficIntensity => Servers > 0 ? ArrivalRate / (Servers * ServiceRate) : ArrivalRate / ServiceRate; - - public double Pie(int n) - { - var rho = TrafficIntensity; - - // MM1 - if (Servers == 1 && Capacity == 0 && Population == 0) - return Math.Pow(rho, n) * (1 - rho); - - // M/M/1/K - if (Servers == 1 && Capacity == 1 && Population == 0) - { - if (rho == 1) - return Math.Pow(rho, n) * (1 / (Servers + Capacity + 1)); - else - return Math.Pow(rho, n) * ((1 - rho) / (1 - Math.Pow(rho, Servers + Capacity + 1))); - } - - // M/M/Infinity - if (Servers == 0 && Capacity == 0 && Population == 0) - return (Math.Pow(rho, n) / n.Factorial()) * Math.Exp(-rho); - - // M/M/C - if (Servers > 0 && Capacity > 0 && Population ==0) - { - double pie0 = 1; - for (var i = 1; i < Capacity - 1; i++) - pie0 += Math.Pow(Servers * rho, i) / i.Factorial(); - pie0 += Math.Pow(Servers * rho, Servers) / (Servers.Factorial() * (1 - rho)); - - pie0 = 1 / pie0; - - return (Math.Pow(Servers * rho, n) / n.Factorial()) * pie0; - } - - // M/M/C/K - if (Servers > 0 && Capacity > 0 && Population > 0) - { - double pie0 = 1; - - for (var i = 1; i < Capacity - 1; i++) - pie0 += Math.Pow(Servers * rho, i) / i.Factorial(); - - - double cc = Math.Pow(Servers, Servers) / Servers.Factorial(); - - for(var i = Servers; i <= Servers + Capacity; i++) - pie0 += cc * Math.Pow(rho, i); - - pie0 = 1 / pie0; - - return (Math.Pow(Servers * rho, n) / n.Factorial()) * pie0; - - } - - return 0; - } - - } -} diff --git a/Esiur.Analysis/Scheduling/SPF.cs b/Esiur.Analysis/Scheduling/SPF.cs deleted file mode 100644 index 9ecada7..0000000 --- a/Esiur.Analysis/Scheduling/SPF.cs +++ /dev/null @@ -1,72 +0,0 @@ -using System; -using System.Collections.Generic; -using System.Linq; -using System.Text; - -namespace Esiur.Analysis.Scheduling -{ - public class Process - { - public double Burst { get; set; } - public double Arrival { get; set; } - public double WaitTime => StartTime - Arrival; - public double StartTime { get; set; } - - public int Priority { get; set; } - - public string Title { get; set; } - - public override string ToString() - { - return $"{Title} - Arrival: {Arrival} Priority: {Priority} WaitTime: {WaitTime} Burst: {Burst} Start: {StartTime}"; - } - } - - public class SPF - { - - - public static void Schedule(Process[] processes) - { - - processes = processes.OrderBy(x => x.Burst).ToArray(); - - processes[0].StartTime = processes[0].Arrival; - - // Calculation of Waiting Times - for (int i = 1; i < processes.Length; i++) - { - if (processes[i - 1].StartTime + processes[i - 1].Burst > processes[i].Arrival) - processes[i].StartTime = processes[i - 1].Arrival + processes[i - 1].Burst - processes[i].Arrival; - - } - - } - - public static Process[] ScheduleHybrid(Process[] processes) - { - - processes = processes.OrderBy(x => x.Arrival) - .ThenBy(x => x.Priority) - .ThenBy(x=>x.Burst) - .ToArray(); - - processes[0].StartTime = processes[0].Arrival; - - // Calculation of StartTime. - // WaitTime = StartTime - ArrivalTime - for (int i = 1; i < processes.Length; i++) - { - if (processes[i - 1].StartTime + processes[i - 1].Burst > processes[i].Arrival) - processes[i].StartTime = processes[i - 1].StartTime + processes[i - 1].Burst; - else - processes[i].StartTime = processes[i].Arrival; - } - - return processes; - - } - - } - -} diff --git a/Esiur.Analysis/Signals/Capacity.cs b/Esiur.Analysis/Signals/Capacity.cs deleted file mode 100644 index 9958a04..0000000 --- a/Esiur.Analysis/Signals/Capacity.cs +++ /dev/null @@ -1,69 +0,0 @@ -using Esiur.Analysis.Statistics; -using Esiur.Analysis.Units; -using System; -using System.Collections.Generic; -using System.Linq; -using System.Runtime.CompilerServices; -using System.Security.Cryptography.X509Certificates; -using System.Text; - -namespace Esiur.Analysis.Signals -{ - public static class Capacity - { - public struct CSI - { - public double SNR; - public Probability Probability; - - public CSI(double snr, double probability) - { - SNR = snr; - Probability = probability; - } - } - - public struct OutageCapacity - { - public BitRate Capacity; - public double MinSNR; - public Probability Outage; - public double Bandwidth; - - public OutageCapacity(Probability outage, double minSNR, double bandwidth) - { - MinSNR = minSNR; - Outage = outage; - Bandwidth = bandwidth; - Capacity = (1 - Outage) * bandwidth * Math.Log(1 + minSNR, 2); - } - - public override string ToString() => $" {MinSNR.ToString("F")} <{Outage}> => {Capacity}"; - } - - public static double Compute(double bandwidth, double snr) - => bandwidth * Math.Log(1 + snr, 2); - - - public static double ComputeErgodic(double bandwidth, CSI[] receiverCSI) - { - return bandwidth * receiverCSI.Sum(x => Math.Log(1 + x.SNR, 2) * x.Probability); - } - - public static OutageCapacity[] ComputeOutage(double bandwidth, CSI[] receiverCSI) - { - var sorted = receiverCSI.OrderBy(x => x.SNR); - var rt = sorted.Select(x => { - var pOut = receiverCSI.Where(csi => csi.SNR < x.SNR).Sum(x => x.Probability); - return new OutageCapacity() - { - Outage = pOut, - MinSNR = x.SNR, - Capacity = (1 - pOut) * bandwidth * Math.Log(1 + x.SNR, 2) - }; - }); - - return rt.ToArray(); - } - } -} \ No newline at end of file diff --git a/Esiur.Analysis/Signals/Codes/Generators.cs b/Esiur.Analysis/Signals/Codes/Generators.cs deleted file mode 100644 index ff54ede..0000000 --- a/Esiur.Analysis/Signals/Codes/Generators.cs +++ /dev/null @@ -1,111 +0,0 @@ -using Esiur.Data; -using System; -using System.Collections.Generic; -using System.Linq; -using System.Text; - -namespace Esiur.Analysis.Signals.Codes -{ - public static class Generators - { - - public static void SetBit(ref this int target, int index, bool value) - { - if (value) - target |= 0x1 << index; - else if ((target & (0x1 << index)) != 0) - target ^= 0x1 << index; - } - - public static double[] GenerateSequence(int initialValue, uint octalPolynomialCoefficients) - { - // convert octal to uint - var bits = Convert.ToUInt32(octalPolynomialCoefficients.ToString(), 8); - var taps = new List(); - - // find maximum exponent - var maxExponent = 0; - for (var i = 31; i >= 0; i--) - { - var test = (uint)0x1 << i; - if ((bits & test) != 0) - { - taps.Add(test); - maxExponent = i; - break; - } - } - - var length = (int)(Math.Pow(2, maxExponent) - 1); - - var rt = new double[length]; - - var state = initialValue; - - for(var i = 0; i < length; i++) - { - //rt[i] = (state & 0x1) == 1 ? 1 : -1; - - var b = 0; - for (var j = 0; j < taps.Count; j++) - b = (b + ((taps[j] & state) > 0 ? 1 : 0)) % 2; - - state >>= 1; - - state.SetBit(maxExponent, b > 0); - - rt[i] = b == 0 ? -1 : 1; - } - - return rt; - } - - //public double[][] GenerateMaximumLengthSequence(uint octalPolynomialCoefficients) - //{ - // // convert octal to uint - // var bits = Convert.ToUInt32(octalPolynomialCoefficients.ToString(), 8); - - // var taps = new List(); - - // // find maximum exponent - // var maxExponent = 0; - // for (var i = 31; i >= 0; i--) - // if ((bits & (0x1 << i)) != 0) - // { - // maxExponent = i; - // taps.Add(i); - // break; - // } - - // // make taps - - // for (var i = 0; i < maxExponent; i++) - // if (((bits & (0x1 << i)) != 0)) - // taps.Add(maxExponent - i); - - - // var startState = 1 << | 1; - - // startState[length - 1] = 1; - - // while (true) - // { - - // } - - // var rt = new double[length][]; - - // for (var i = 0; i < length; i++) - // { - // rt[i] = new double[length]; - - // for (var j = 0; j < maxExponent; j++) - // { - // rt[i] = coefficients[j]; - // } - // } - - // return rt; - //} - } -} diff --git a/Esiur.Analysis/Signals/Propagation.cs b/Esiur.Analysis/Signals/Propagation.cs deleted file mode 100644 index 1ac2487..0000000 --- a/Esiur.Analysis/Signals/Propagation.cs +++ /dev/null @@ -1,16 +0,0 @@ -using System; -using System.Collections.Generic; -using System.Text; - -namespace Esiur.Analysis.Signals -{ - public static class Propagation - { - public static readonly double LightSpeed = 2.99792458e8; - public static double FindReceivedPower(double transmittedPower, double distance, - double transmitterGain, double receiverGain, double pathLoss) - { - throw new NotImplementedException(); - } - } -} diff --git a/Esiur.Analysis/Statistics/Distributions.cs b/Esiur.Analysis/Statistics/Distributions.cs deleted file mode 100644 index f06dc84..0000000 --- a/Esiur.Analysis/Statistics/Distributions.cs +++ /dev/null @@ -1,55 +0,0 @@ -using System; -using System.Collections.Generic; -using System.Text; - -namespace Esiur.Analysis.Statistics -{ - public static class Distributions - { - - - public static int Factorial(this int n) - { - var rt = 1; - while (n > 1) - rt *= n--; - return rt; - } - - public static int Permutation(int n, int k) - { - var rt = 1; - var l = n - k; - while (n > l) - rt *= n--; - return n; - } - - public static int Combination(int n, int k) - { - var rt = 1; - while (n > k) - rt *= n--; - - rt /= Factorial(n - k); - - return rt; - } - - public static Probability Binomial(Probability p, int n, int x) - { - return Combination(n, x) * p.Power(x) * (1 - p.Power(n - x)); - } - - public static Probability Poisson(double l, int x) - { - return Math.Exp(-l) * Math.Pow(l, x) / Factorial(x); - } - - public static Probability Geometric(Probability p, int x) - { - // joint probability of failures and one success - return p.Inverse().Power(x - 1) * p; - } - } -} diff --git a/Esiur.Analysis/Statistics/Probability.cs b/Esiur.Analysis/Statistics/Probability.cs deleted file mode 100644 index 25ee86d..0000000 --- a/Esiur.Analysis/Statistics/Probability.cs +++ /dev/null @@ -1,42 +0,0 @@ -using Esiur.Analysis.Units; -using System; -using System.Collections.Generic; -using System.Text; - -namespace Esiur.Analysis.Statistics -{ - public struct Probability - { - public double Value; - - public static implicit operator Probability(double v) => new Probability(v); - public static implicit operator double(Probability v) => v.Value; - - - public Probability(double value) - { - if (value > 1 || value < 0) - throw new Exception("0 >= Probability <= 1"); - - Value = value; - } - - public double ToPercentage() => Value * 100; - public Probability FromPercentage(double value) => new Probability(value / 100); - - public override string ToString() - { - return (Math.Round(Value * 10000) / 100) + "%"; - } - - public Probability Power(double exponent) - { - return Math.Pow(Value, exponent); - } - - public Probability Inverse() - { - return 1 - Value; - } - } -} diff --git a/Esiur.Analysis/Statistics/StatisticalFunctions.cs b/Esiur.Analysis/Statistics/StatisticalFunctions.cs deleted file mode 100644 index 348369c..0000000 --- a/Esiur.Analysis/Statistics/StatisticalFunctions.cs +++ /dev/null @@ -1,99 +0,0 @@ -using System; -using System.Collections.Generic; -using System.Drawing; -using System.Linq; -using System.Text; - -namespace Esiur.Analysis.Statistics -{ - public static class Statistics - { - public static double Mean(this double[] values) => values.Sum() / values.Length; - - public static double Variance(this double[] x) - { - var mean = x.Mean(); - return x.Sum(x => Math.Pow(x - mean, 2)) / x.Length; - } - - - public static double StdDiv(this double[] x) => Math.Sqrt(x.Variance()); - - public static double Covariance(this double[] x, double[] y) - { - var n = x.Length < y.Length ? x.Length : y.Length; - var X = x.Mean(); - var Y = y.Mean(); - - double rt = 0; - - for (var i = 0; i < n; i++) - { - rt += (x[i] - X) * (y[i] - Y); - rt += (x[i] * y[i] - Y * x[i] - X * y[i] + X * Y);// - X) * (y[i] - Y); - } - - return rt / n; - } - - - public static double RMS(this double[] x) - { - var r = Math.Sqrt(x.Sum(x => (float)x * (float)x) / x.Length); - //if (double.IsNaN(r) || double.IsInfinity(r)) - // Console.WriteLine(); - return r; - } - - - public static double Correlation(this double[] x, double[] y) - { - return Covariance(x, y) / (StdDiv(x) * StdDiv(y)); - } - - public static double Distance(this PointF from, PointF to) - { - return Math.Sqrt(Math.Pow(from.X - to.X, 2) + Math.Pow(from.Y - to.Y, 2)); - } - - class KClass - { - public int Id; - public PointF Center; - - public override string ToString() - { - return $"C{Id} <{Center.X}, {Center.Y}>"; - } - } - - public static Dictionary KMean(PointF[] seeds, PointF[] points) - { - // calculate distance - - - var classes = new Dictionary>(); - for (var i = 0; i < seeds.Length; i++) - classes.Add(new KClass() { Id = i+1, Center = seeds[i] }, new List()); - - while (true) - { - - foreach (var point in points) - { - var cls = classes.Keys.OrderBy(x => x.Center.Distance(point)).First(); - classes[cls].Add(point); - } - - // update center - foreach(var kv in classes) - { - kv.Key.Center = new PointF() { X = kv.Value.Average(p => p.X), Y = kv.Value.Average(p => p.Y) }; - kv.Value.Clear(); - } - - } - } - - } -} diff --git a/Esiur.Analysis/Units/BitRate.cs b/Esiur.Analysis/Units/BitRate.cs deleted file mode 100644 index 49de13f..0000000 --- a/Esiur.Analysis/Units/BitRate.cs +++ /dev/null @@ -1,81 +0,0 @@ -using System; -using System.Collections.Generic; -using System.Runtime.CompilerServices; -using System.Text; - -namespace Esiur.Analysis.Units -{ - public enum BitRateKind - { - Bits, - Octets, - Bytes - } - - public struct BitRate : IComparable - { - public double Value; - - - public BitRate(double value, BitRateKind kind = BitRateKind.Bits) - { - if (kind == BitRateKind.Bytes) - Value = value * 8; - else if (kind == BitRateKind.Octets) - Value = value * 7; - else - Value = value; - } - - public static implicit operator BitRate(double d) => new BitRate(d); - public static implicit operator double(BitRate d) => d.Value; - - //public static explicit operator PowerUnit(double d) => new PowerUnit(d, PowerUnitKind.Watt); - //public static explicit operator double(PowerUnit d) => d.Value; - - //public static PowerUnit operator +(PowerUnit a) => a; - //public static PowerUnit operator -(PowerUnit a) => new PowerUnit(-a.num, a.den); - - public static BitRate operator +(BitRate a, BitRate b) - => new BitRate(a.Value + b.Value); - - public static BitRate operator -(BitRate a, BitRate b) - => new BitRate(a.Value - b.Value); - - public static BitRate operator *(BitRate a, BitRate b) - => new BitRate(a.Value * b.Value); - - public static BitRate operator /(BitRate a, BitRate b) - { - if (b.Value == 0) - { - throw new DivideByZeroException(); - } - return new BitRate(a.Value / b.Value); - } - - - public override string ToString() - { - if (Value >= 1e12) - return (Value / 1e12).ToString("F") + " tbps"; - else if (Value >= 1e9) - return (Value / 1e9).ToString("F") + " gbps"; - else if (Value >= 1e6) - return (Value / 1e6).ToString("F") + " mbps"; - else if (Value >= 1e3) - return (Value * 1e3).ToString("F") + " kbps"; - else - return Value.ToString("F") + " bps"; - } - - - public int CompareTo(object obj) - { - if (obj is BitRate p) - return Value.CompareTo(p.Value); - else - return Value.CompareTo(obj); - } - } -} diff --git a/Esiur.Analysis/Units/Frequency.cs b/Esiur.Analysis/Units/Frequency.cs deleted file mode 100644 index 07bbf65..0000000 --- a/Esiur.Analysis/Units/Frequency.cs +++ /dev/null @@ -1,87 +0,0 @@ -using System; -using System.Collections.Generic; -using System.Runtime.CompilerServices; -using System.Text; - -namespace Esiur.Analysis.Units -{ - public enum FrequencyKind - { - Hertz, - Kilohertz, - Megahertz, - Gigahertz, - Terahertz - } - - public struct Frequency : IComparable - { - public double Value; - - - public Frequency(double value, FrequencyKind kind = FrequencyKind.Hertz) - { - if (kind == FrequencyKind.Kilohertz) - Value = value * 1000; - else if (kind == FrequencyKind.Megahertz) - Value = value * 1000000; - else if (kind == FrequencyKind.Gigahertz) - Value = value * 1000000000; - else if (kind == FrequencyKind.Terahertz) - Value = value * 1000000000000; - else - Value = value; - } - - public static implicit operator Frequency(double d) => new Frequency(d); - public static implicit operator double(Frequency d) => d.Value; - - //public static explicit operator PowerUnit(double d) => new PowerUnit(d, PowerUnitKind.Watt); - //public static explicit operator double(PowerUnit d) => d.Value; - - //public static PowerUnit operator +(PowerUnit a) => a; - //public static PowerUnit operator -(PowerUnit a) => new PowerUnit(-a.num, a.den); - - public static Frequency operator +(Frequency a, Frequency b) - => new Frequency(a.Value + b.Value); - - public static Frequency operator -(Frequency a, Frequency b) - => new Frequency(a.Value - b.Value); - - public static Frequency operator *(Frequency a, Frequency b) - => new Frequency(a.Value * b.Value); - - public static Frequency operator /(Frequency a, Frequency b) - { - if (b.Value == 0) - { - throw new DivideByZeroException(); - } - return new Frequency(a.Value / b.Value); - } - - - public override string ToString() - { - if (Value >= 1e12) - return (Value / 1e12).ToString("F") + " Terahertz"; - else if (Value >= 1e9) - return (Value / 1e9).ToString("F") + " Gigahertz"; - else if (Value >= 1e6) - return (Value / 1e6).ToString("F") + " Megahertz"; - else if (Value >= 1e3) - return (Value * 1e3).ToString("F") + " Kilohertz"; - else - return Value.ToString("F") + " Hertz"; - } - - - public int CompareTo(object obj) - { - if (obj is Frequency p) - return Value.CompareTo(p.Value); - else - return Value.CompareTo(obj); - } - } -} diff --git a/Esiur.Analysis/Units/PowerUnit.cs b/Esiur.Analysis/Units/PowerUnit.cs deleted file mode 100644 index eba59d7..0000000 --- a/Esiur.Analysis/Units/PowerUnit.cs +++ /dev/null @@ -1,81 +0,0 @@ -using System; -using System.Collections.Generic; -using System.Runtime.CompilerServices; -using System.Text; - -namespace Esiur.Analysis.Units -{ - public enum PowerUnitKind - { - Watt, - Decibel - } - - public struct PowerUnit : IComparable - { - public double Value; - - - public PowerUnit(double value, PowerUnitKind kind = PowerUnitKind.Watt) - { - if (kind == PowerUnitKind.Watt) - Value = value; - else if (kind == PowerUnitKind.Decibel) - Value = FromDb(value); - else - Value = 0; - } - - public static implicit operator PowerUnit(double d) => new PowerUnit(d, PowerUnitKind.Watt); - public static implicit operator double(PowerUnit d) => d.Value; - - //public static explicit operator PowerUnit(double d) => new PowerUnit(d, PowerUnitKind.Watt); - //public static explicit operator double(PowerUnit d) => d.Value; - - //public static PowerUnit operator +(PowerUnit a) => a; - //public static PowerUnit operator -(PowerUnit a) => new PowerUnit(-a.num, a.den); - - public static PowerUnit operator +(PowerUnit a, PowerUnit b) - => new PowerUnit(a.Value + b.Value); - - public static PowerUnit operator -(PowerUnit a, PowerUnit b) - => new PowerUnit(a.Value - b.Value); - - public static PowerUnit operator *(PowerUnit a, PowerUnit b) - => new PowerUnit(a.Value * b.Value); - - public static PowerUnit operator /(PowerUnit a, PowerUnit b) - { - if (b.Value == 0) - { - throw new DivideByZeroException(); - } - return new PowerUnit(a.Value / b.Value); - } - - - public override string ToString() - { - if (Value < 1e-6) - return (Value * 1e9).ToString("F") + "nW"; - else if (Value < 1e-3) - return (Value * 1e6).ToString("F") + "µW"; - else if (Value < 1) - return (Value * 1e3).ToString("F") + "mW"; - else - return Value.ToString("F") + "W"; - } - - public double ToDb() => 10 * Math.Log(10, Value); - public static double FromDb(double value) => Math.Pow(10, value / 10); - - public int CompareTo(object obj) - { - - if (obj is PowerUnit p) - return Value.CompareTo(p.Value); - else - return Value.CompareTo(obj); - } - } -} diff --git a/Esiur.eBook/App.razor b/Esiur.eBook/App.razor deleted file mode 100644 index 6fd3ed1..0000000 --- a/Esiur.eBook/App.razor +++ /dev/null @@ -1,12 +0,0 @@ - - - - - - - Not found - -

Sorry, there's nothing at this address.

- - - diff --git a/Esiur.eBook/Esiur.eBook.csproj b/Esiur.eBook/Esiur.eBook.csproj deleted file mode 100644 index c7d8891..0000000 --- a/Esiur.eBook/Esiur.eBook.csproj +++ /dev/null @@ -1,24 +0,0 @@ - - - - net7.0 - enable - enable - - - - - - - - - - - - - - - - - - diff --git a/Esiur.eBook/Pages/Aloha.razor b/Esiur.eBook/Pages/Aloha.razor deleted file mode 100644 index e993579..0000000 --- a/Esiur.eBook/Pages/Aloha.razor +++ /dev/null @@ -1,248 +0,0 @@ -@page "/aloha" - -@using Blazor.Extensions -@using Blazor.Extensions.Canvas -@using Blazor.Extensions.Canvas.Canvas2D -@using Esiur.Analysis.Graph -@inject IJSRuntime JsRuntime; - -

- Topic 1: Defining QS and MC -

-

- Prof. Dr. Emad Al-Hemiary - Al-Nahrain University -

- - -
- -
- - - - - -@code { - - private Canvas2DContext ctx; - protected BECanvasComponent CanvasRef; - private DateTime LastRender; - - private int step = 0; - private DirectedGraph graph; - - private void Jump() - { - graph.Step(); - step++; - - } - - protected override void OnInitialized() - { - - graph = new DirectedGraph(); - - - var n0 = graph.AddNode(1, "0", 50, 300); - var n1 = graph.AddNode(1, "1", 200, 300); - var n2 = graph.AddNode(2, "2", 350, 300); - var n3 = graph.AddNode(3, "3", 500, 300); - var n4 = graph.AddNode(4, "4", 650, 300); - var n5 = graph.AddNode(0, "5", 800, 300); - - graph.Link(n0, n0, (decimal)0.2, "00"); - graph.Link(n0, n2, (decimal)0.2, "02"); - graph.Link(n0, n3, (decimal)0.2, "03"); - graph.Link(n0, n4, (decimal)0.2, "04"); - graph.Link(n0, n5, (decimal)0.2, "05"); - - graph.Link(n1, n0, (decimal)0.1, "10"); - graph.Link(n1, n1, (decimal)0.1, "11"); - graph.Link(n1, n2, (decimal)0.2, "12"); - graph.Link(n1, n3, (decimal)0.2, "13"); - graph.Link(n1, n4, (decimal)0.2, "14"); - graph.Link(n1, n5, (decimal)0.2, "15"); - - - graph.Link(n2, n1, (decimal)0.2, "21"); - graph.Link(n2, n2, (decimal)0.2, "22"); - graph.Link(n2, n3, (decimal)0.2, "23"); - graph.Link(n2, n4, (decimal)0.2, "24"); - graph.Link(n2, n5, (decimal)0.2, "25"); - - graph.Link(n3, n2, (decimal)0.2, "32"); - graph.Link(n3, n3, (decimal)0.2, "33"); - graph.Link(n3, n4, (decimal)0.3, "34"); - graph.Link(n3, n5, (decimal)0.3, "35"); - - - graph.Link(n4, n3, (decimal)0.4, "43"); - graph.Link(n4, n4, (decimal)0.3, "44"); - graph.Link(n4, n5, (decimal)0.3, "45"); - - graph.Link(n5, n4, (decimal)0.5, "54"); - graph.Link(n5, n5, (decimal)0.5, "55"); - - - graph.Build(); - - for (var i = 0; i < graph.Nodes.Count; i++) - { - decimal sum = 0; - for (var j = 0; j < graph.Nodes.Count; j++) - { - sum += graph.TransitionMatrix[i, j]; - } - - if (sum != 1) - throw new Exception("Sum must be 1"); - } - - base.OnInitialized(); - } - - protected override async Task OnAfterRenderAsync(bool firstRender) - { - this.ctx = await CanvasRef.CreateCanvas2DAsync(); - await JsRuntime.InvokeAsync("initRenderJS", DotNetObjectReference.Create(this)); - await base.OnInitializedAsync(); - } - - - - [JSInvokable] - public void ResizeInBlazor(double width, double height) - { - // do nothing - } - - [JSInvokable] - public async ValueTask RenderInBlazor(float timeStamp) - { - - double fps = 1.0 / (DateTime.Now - LastRender).TotalSeconds; - LastRender = DateTime.Now; - - await this.ctx.BeginBatchAsync(); - await this.ctx.ClearRectAsync(0, 0, 1000, 600); - await this.ctx.SetFillStyleAsync("#003366"); - await this.ctx.FillRectAsync(0, 0, 1000, 600); - await this.ctx.SetFontAsync("26px Segoe UI"); - await this.ctx.SetFillStyleAsync("#FFFFFF"); - await this.ctx.FillTextAsync("Slotted Aloha", 10, 30); - await this.ctx.SetFontAsync("16px consolas"); - //await this.ctx.FillTextAsync($"FPS: {fps:0.000}", 10, 50); - await this.ctx.SetStrokeStyleAsync("#FFFFFF"); - - // update label - foreach (var edge in graph.Edges) - { - await DrawArcBetweenTwoPoints(this.ctx, new double[] { edge.SourceNode.X, edge.SourceNode.Y }, - new double[] { edge.DestinationNode.X, edge.DestinationNode.Y }, edge.Label + " " + Math.Round(edge.Weight, 4)); - } - - foreach (var node in graph.Nodes) - { - await this.ctx.BeginPathAsync(); - await this.ctx.ArcAsync(node.X, node.Y, 30, 0, 2 * Math.PI); - await this.ctx.SetFillStyleAsync("#FFFFFF"); - - await this.ctx.FillAsync(); - - //await this.ctx.StrokeAsync(); - - await this.ctx.SetFillStyleAsync("#000"); - await this.ctx.FillTextAsync(node.Label, node.X, node.Y); - } - - await this.ctx.EndBatchAsync(); - } - - - private async Task DrawCurve2(Canvas2DContext ctx, double[] start, double[] control, double[] end) - { - await ctx.BeginPathAsync(); - await ctx.MoveToAsync(start[0], start[1]); - - await ctx.QuadraticCurveToAsync(control[0], control[1], end[0], end[1]); - await ctx.StrokeAsync(); - - if (start[0] > end[0]) - { - var c = GetQuadraticCurveCenterPoint(start, control, end); - await DrawLines(ctx, new double[] { c[0] + 6, c[1] + 6 }, c, new double[] { c[0] + 6, c[1] - 6 }); - - } - else if (start[0] < end[0]) - { - var c = GetQuadraticCurveCenterPoint(start, control, end); - await DrawLines(ctx, new double[] { c[0] - 6, c[1] - 6 }, c, new double[] { c[0] - 6, c[1] + 6 }); - } - } - - double _getQBezierValue(double t, double p1, double p2, double p3) - { - var iT = 1 - t; - return (iT * iT * p1) + (2 * iT * t * p2) + (t * t * p3); - } - - double[] GetQuadraticCurveCenterPoint(double[] start, double[] control, double[] end) - { - var pt = new double[] { _getQBezierValue(0.5, start[0], control[0], end[0]), - _getQBezierValue(0.5, start[1], control[1], end[1]) }; - - return pt; - } - - - private async Task DrawLines(Canvas2DContext ctx, double[] start, double[] control, double[] end) - { - await ctx.BeginPathAsync(); - await ctx.MoveToAsync(start[0], start[1]); - await ctx.LineToAsync(control[0], control[1]); - await ctx.MoveToAsync(control[0], control[1]); - await ctx.LineToAsync(end[0], end[1]); - await ctx.StrokeAsync(); - } - - - public async Task DrawArcBetweenTwoPoints(Canvas2DContext ctx, double[] a, double[] b, string label) - { - - - if (a[0] == b[0] && a[1] == b[1]) - { - var c = new double[] { a[0], a[1] - 60 }; - await ctx.StrokeTextAsync(label, c[0], c[1]); - await ctx.BeginPathAsync(); - await ctx.ArcAsync(a[0], a[1] - 30, 20, 0, 2 * Math.PI); - await ctx.StrokeAsync(); - - } - else - { - var dis = (float)Math.Sqrt(Math.Pow(a[0] - b[0], 2) + Math.Pow(a[1] - b[1], 2)); - - if (b[0] > a[0]) - { - var c = new double[] { a[0] + ((b[0] - a[0]) / 2), a[1] - 0.5f * dis }; - await DrawCurve2(ctx, a, c, b); - await ctx.StrokeTextAsync(label, c[0] - 30, c[1]); - } - else - { - var c = new double[] { b[0] + ((a[0] - b[0]) / 2), b[1] + 0.5f * dis }; - await DrawCurve2(ctx, a, c, b); - await ctx.StrokeTextAsync(label, c[0] - 30, c[1] + 5); - } - } - } - - -} diff --git a/Esiur.eBook/Pages/Main.razor b/Esiur.eBook/Pages/Main.razor deleted file mode 100644 index 97f752d..0000000 --- a/Esiur.eBook/Pages/Main.razor +++ /dev/null @@ -1,13 +0,0 @@ -@page "/" - -IE eBook - -

IE eBook 0.1 Beta

- -Welcome to our interactive eBook - -

- Nahrain University -

- -

College of Information Technology

diff --git a/Esiur.eBook/Pages/MarkovChains.razor b/Esiur.eBook/Pages/MarkovChains.razor deleted file mode 100644 index e963946..0000000 --- a/Esiur.eBook/Pages/MarkovChains.razor +++ /dev/null @@ -1,254 +0,0 @@ -@page "/markovchains" - -@using Blazor.Extensions -@using Blazor.Extensions.Canvas -@using Blazor.Extensions.Canvas.Canvas2D -@using Esiur.Analysis.Graph -@inject IJSRuntime JsRuntime; - -

- Topic 1: Defining QS and MC -

-

- Prof. Dr. Emad Al-Hemiary - Al-Nahrain University -

- - -
- -
- - - - - -@code { - - private Canvas2DContext ctx; - protected BECanvasComponent CanvasRef; - private DateTime LastRender; - - private int step = 0; - private DirectedGraph graph; - - private void Jump() - { - graph.Step(); - step++; - - } - - protected override void OnInitialized() - { - - graph = new DirectedGraph(); - - var n1 = graph.AddNode(1, "1", 100, 300); - var n2 = graph.AddNode(2, "2", 500, 300); - graph.Link(n1, n2, (decimal)0.5, "1->2"); - graph.Link(n1, n1, (decimal)0.5, "1->1"); - - graph.Link(n2, n1, (decimal)0.2, "2->1"); - graph.Link(n2, n2, (decimal)0.8, "2->2"); - - //var n0 = graph.AddNode(1, "0", 100, 300); - //var n1 = graph.AddNode(1, "1", 300, 300); - //var n2 = graph.AddNode(2, "2", 500, 300); - //var n3 = graph.AddNode(3, "3", 700, 300); - //var n4 = graph.AddNode(4, "4", 900, 300); - //var n5 = graph.AddNode(0, "5", 1100, 300); - - //graph.Link(n0, n0, (decimal)0.2, "00"); - //graph.Link(n0, n2, (decimal)0.2, "02"); - //graph.Link(n0, n3, (decimal)0.2, "03"); - //graph.Link(n0, n4, (decimal)0.2, "04"); - //graph.Link(n0, n5, (decimal)0.2, "05"); - - //graph.Link(n1, n0, (decimal)0.1, "10"); - //graph.Link(n1, n1, (decimal)0.1, "11"); - //graph.Link(n1, n2, (decimal)0.2, "12"); - //graph.Link(n1, n3, (decimal)0.2, "13"); - //graph.Link(n1, n4, (decimal)0.2, "14"); - //graph.Link(n1, n5, (decimal)0.2, "15"); - - - //graph.Link(n2, n1, (decimal)0.2, "21"); - //graph.Link(n2, n2, (decimal)0.2, "22"); - //graph.Link(n2, n3, (decimal)0.2, "23"); - //graph.Link(n2, n4, (decimal)0.2, "24"); - //graph.Link(n2, n5, (decimal)0.2, "25"); - - //graph.Link(n3, n2, (decimal)0.2, "32"); - //graph.Link(n3, n3, (decimal)0.2, "33"); - //graph.Link(n3, n4, (decimal)0.3, "34"); - //graph.Link(n3, n5, (decimal)0.3, "35"); - - - //graph.Link(n4, n3, (decimal)0.4, "43"); - //graph.Link(n4, n4, (decimal)0.3, "44"); - //graph.Link(n4, n5, (decimal)0.3, "45"); - - //graph.Link(n5, n4, (decimal)0.5, "54"); - //graph.Link(n5, n5, (decimal)0.5, "55"); - - - graph.Build(); - - for (var i = 0; i < graph.Nodes.Count; i++) - { - decimal sum = 0; - for (var j = 0; j < graph.Nodes.Count; j++) - { - sum += graph.TransitionMatrix[i, j]; - } - - if (sum != 1) - throw new Exception("Sum must be 1"); - } - - base.OnInitialized(); - } - - protected override async Task OnAfterRenderAsync(bool firstRender) - { - this.ctx = await CanvasRef.CreateCanvas2DAsync(); - await JsRuntime.InvokeAsync("initRenderJS", DotNetObjectReference.Create(this)); - await base.OnInitializedAsync(); - } - - - - [JSInvokable] - public void ResizeInBlazor(double width, double height) - { - // do nothing - } - - [JSInvokable] - public async ValueTask RenderInBlazor(float timeStamp) - { - - double fps = 1.0 / (DateTime.Now - LastRender).TotalSeconds; - LastRender = DateTime.Now; - - await this.ctx.BeginBatchAsync(); - await this.ctx.ClearRectAsync(0, 0, 1000, 600); - await this.ctx.SetFillStyleAsync("#003366"); - await this.ctx.FillRectAsync(0, 0, 1000, 600); - await this.ctx.SetFontAsync("26px Segoe UI"); - await this.ctx.SetFillStyleAsync("#FFFFFF"); - await this.ctx.FillTextAsync("Markov Chains: Example", 10, 30); - await this.ctx.SetFontAsync("16px consolas"); - //await this.ctx.FillTextAsync($"FPS: {fps:0.000}", 10, 50); - await this.ctx.SetStrokeStyleAsync("#FFFFFF"); - - // update label - foreach (var edge in graph.Edges) - { - await DrawArcBetweenTwoPoints(this.ctx, new double[] { edge.SourceNode.X, edge.SourceNode.Y }, - new double[] { edge.DestinationNode.X, edge.DestinationNode.Y }, edge.Label + " " + Math.Round(edge.Weight, 4)); - } - - foreach (var node in graph.Nodes) - { - await this.ctx.BeginPathAsync(); - await this.ctx.ArcAsync(node.X, node.Y, 30, 0, 2 * Math.PI); - await this.ctx.SetFillStyleAsync("#FFFFFF"); - - await this.ctx.FillAsync(); - - //await this.ctx.StrokeAsync(); - - await this.ctx.SetFillStyleAsync("#000"); - await this.ctx.FillTextAsync(node.Label, node.X, node.Y); - } - - await this.ctx.EndBatchAsync(); - } - - - private async Task DrawCurve2(Canvas2DContext ctx, double[] start, double[] control, double[] end) - { - await ctx.BeginPathAsync(); - await ctx.MoveToAsync(start[0], start[1]); - - await ctx.QuadraticCurveToAsync(control[0], control[1], end[0], end[1]); - await ctx.StrokeAsync(); - - if (start[0] > end[0]) - { - var c = GetQuadraticCurveCenterPoint(start, control, end); - await DrawLines(ctx, new double[] { c[0] + 6, c[1] + 6 }, c, new double[] { c[0] + 6, c[1] - 6 }); - - } - else if (start[0] < end[0]){ - var c = GetQuadraticCurveCenterPoint(start, control, end); - await DrawLines(ctx, new double[] { c[0] - 6, c[1] - 6 }, c, new double[] { c[0] - 6, c[1] + 6 }); - } - } - - double _getQBezierValue(double t, double p1, double p2, double p3) - { - var iT = 1 - t; - return (iT * iT * p1) + (2 * iT * t * p2) + (t * t * p3); - } - - double[] GetQuadraticCurveCenterPoint(double[] start, double[] control, double[] end) - { - var pt = new double[] { _getQBezierValue(0.5, start[0], control[0], end[0]), - _getQBezierValue(0.5, start[1], control[1], end[1]) }; - - return pt; - } - - - private async Task DrawLines(Canvas2DContext ctx, double[] start, double[] control, double[] end) - { - await ctx.BeginPathAsync(); - await ctx.MoveToAsync(start[0], start[1]); - await ctx.LineToAsync(control[0], control[1]); - await ctx.MoveToAsync(control[0], control[1]); - await ctx.LineToAsync(end[0], end[1]); - await ctx.StrokeAsync(); - } - - - public async Task DrawArcBetweenTwoPoints(Canvas2DContext ctx, double[] a, double[] b, string label) - { - - - if (a[0] == b[0] && a[1] == b[1]) - { - var c = new double[] { a[0], a[1] - 60 }; - await ctx.StrokeTextAsync(label, c[0], c[1]); - await ctx.BeginPathAsync(); - await ctx.ArcAsync(a[0], a[1] - 30, 20, 0, 2 * Math.PI); - await ctx.StrokeAsync(); - - } - else - { - var dis = (float)Math.Sqrt(Math.Pow(a[0] - b[0], 2) + Math.Pow(a[1] - b[1], 2)); - - if (b[0] > a[0]) - { - var c = new double[] { a[0] + ((b[0] - a[0]) / 2), a[1] - 0.25f * dis }; - await DrawCurve2(ctx, a, c, b); - await ctx.StrokeTextAsync(label, c[0] - 30, c[1]); - } - else - { - var c = new double[] { b[0] + ((a[0] - b[0]) / 2), b[1] + 0.25f * dis }; - await DrawCurve2(ctx, a, c, b); - await ctx.StrokeTextAsync(label, c[0] - 30, c[1] + 5); - } - } - } - - -} diff --git a/Esiur.eBook/Pages/MeanValueAnalysis.razor b/Esiur.eBook/Pages/MeanValueAnalysis.razor deleted file mode 100644 index db3c442..0000000 --- a/Esiur.eBook/Pages/MeanValueAnalysis.razor +++ /dev/null @@ -1,103 +0,0 @@ -@page "/mva" -@using Esiur.Analysis.Queueing -@using Blazor.Extensions -@using Blazor.Extensions.Canvas -@using Blazor.Extensions.Canvas.Canvas2D -@using Esiur.Analysis.Graph -@using static Esiur.Analysis.Queueing.MeanValueAnalysis -@inject IJSRuntime JsRuntime; - -

- Topic 3: Mean Value Analysis -

-

- Prof. Dr. Emad Al-Hemiary - Al-Nahrain University -

- -Topic 3: Mean Value Analysis - - - - -
- -Customers: - - - - - - - - - - @foreach (var n in mva.Nodes) - { - - } - - - - - - - @foreach (var r in results) - { - - } - - - - @foreach (var r in results) - { - - } - - - - - @foreach (var r in results) - { - - } - - - - - - -
Service Center#@(n.Label)
Mean Number of Customers L(i) - @(r.MeanNumberOfCustomers.ToString("N4")) -
Mean Response Time R(i)@(r.MeanResponseTime.ToString("N4"))
Throughput X(i) - @(r.Throughput.ToString("N4")) -
Normalization Constant - @(results.Length == 0 ? 0 : results[0].NormalizationConstant.ToString("N6")) -
- -@code { - private Esiur.Analysis.Queueing.MeanValueAnalysis mva; - - private int customers = 1; - - private MVAResult[] results = new MVAResult[0]; - - protected override void OnInitialized() - { - var queues = new Queue[] { new Queue() { ServiceRate = 2, VisitRatio = 1 , Label = "1"}, - new Queue() { Servers = 1 , ServiceRate = 1, VisitRatio = 0.2, Label = "2" }, - new Queue(){Servers = 1, ServiceRate = 2, VisitRatio = 0.3, Label = "3" }, - new Queue(){Servers = 1, ServiceRate = 4, VisitRatio = 0.5, Label = "4"}}; - - mva = new Esiur.Analysis.Queueing.MeanValueAnalysis(queues); - - - base.OnInitialized(); - } - - private void Process() - { - results = mva.Process(customers++); - } -} diff --git a/Esiur.eBook/Program.cs b/Esiur.eBook/Program.cs deleted file mode 100644 index 9e725f6..0000000 --- a/Esiur.eBook/Program.cs +++ /dev/null @@ -1,11 +0,0 @@ -using Esiur.eBook; -using Microsoft.AspNetCore.Components.Web; -using Microsoft.AspNetCore.Components.WebAssembly.Hosting; - -var builder = WebAssemblyHostBuilder.CreateDefault(args); -builder.RootComponents.Add("#app"); -builder.RootComponents.Add("head::after"); - -builder.Services.AddScoped(sp => new HttpClient { BaseAddress = new Uri(builder.HostEnvironment.BaseAddress) }); - -await builder.Build().RunAsync(); diff --git a/Esiur.eBook/Properties/PublishProfiles/FolderProfile.pubxml b/Esiur.eBook/Properties/PublishProfiles/FolderProfile.pubxml deleted file mode 100644 index eb7c926..0000000 --- a/Esiur.eBook/Properties/PublishProfiles/FolderProfile.pubxml +++ /dev/null @@ -1,17 +0,0 @@ - - - - - false - false - true - Release - Any CPU - FileSystem - bin\Release\net6.0\browser-wasm\publish\ - FileSystem - <_TargetId>Folder - - \ No newline at end of file diff --git a/Esiur.eBook/Properties/launchSettings.json b/Esiur.eBook/Properties/launchSettings.json deleted file mode 100644 index fade99f..0000000 --- a/Esiur.eBook/Properties/launchSettings.json +++ /dev/null @@ -1,30 +0,0 @@ -{ - "iisSettings": { - "windowsAuthentication": false, - "anonymousAuthentication": true, - "iisExpress": { - "applicationUrl": "http://localhost:34246", - "sslPort": 44350 - } - }, - "profiles": { - "Esiur.eBook": { - "commandName": "Project", - "dotnetRunMessages": true, - "launchBrowser": true, - "inspectUri": "{wsProtocol}://{url.hostname}:{url.port}/_framework/debug/ws-proxy?browser={browserInspectUri}", - "applicationUrl": "https://localhost:7154;http://localhost:5154", - "environmentVariables": { - "ASPNETCORE_ENVIRONMENT": "Development" - } - }, - "IIS Express": { - "commandName": "IISExpress", - "launchBrowser": true, - "inspectUri": "{wsProtocol}://{url.hostname}:{url.port}/_framework/debug/ws-proxy?browser={browserInspectUri}", - "environmentVariables": { - "ASPNETCORE_ENVIRONMENT": "Development" - } - } - } -} diff --git a/Esiur.eBook/Shared/MainLayout.razor b/Esiur.eBook/Shared/MainLayout.razor deleted file mode 100644 index 839b8fe..0000000 --- a/Esiur.eBook/Shared/MainLayout.razor +++ /dev/null @@ -1,17 +0,0 @@ -@inherits LayoutComponentBase - -
-
- -
- -
-
- About -
- -
- @Body -
-
-
diff --git a/Esiur.eBook/Shared/MainLayout.razor.css b/Esiur.eBook/Shared/MainLayout.razor.css deleted file mode 100644 index c865427..0000000 --- a/Esiur.eBook/Shared/MainLayout.razor.css +++ /dev/null @@ -1,81 +0,0 @@ -.page { - position: relative; - display: flex; - flex-direction: column; -} - -main { - flex: 1; -} - -.sidebar { - background-image: linear-gradient(180deg, rgb(5, 39, 103) 0%, #3a0647 70%); -} - -.top-row { - background-color: #f7f7f7; - border-bottom: 1px solid #d6d5d5; - justify-content: flex-end; - height: 3.5rem; - display: flex; - align-items: center; -} - - .top-row ::deep a, .top-row ::deep .btn-link { - white-space: nowrap; - margin-left: 1.5rem; - text-decoration: none; - } - - .top-row ::deep a:hover, .top-row ::deep .btn-link:hover { - text-decoration: underline; - } - - .top-row ::deep a:first-child { - overflow: hidden; - text-overflow: ellipsis; - } - -@media (max-width: 640.98px) { - .top-row:not(.auth) { - display: none; - } - - .top-row.auth { - justify-content: space-between; - } - - .top-row ::deep a, .top-row ::deep .btn-link { - margin-left: 0; - } -} - -@media (min-width: 641px) { - .page { - flex-direction: row; - } - - .sidebar { - width: 250px; - height: 100vh; - position: sticky; - top: 0; - } - - .top-row { - position: sticky; - top: 0; - z-index: 1; - } - - .top-row.auth ::deep a:first-child { - flex: 1; - text-align: right; - width: 0; - } - - .top-row, article { - padding-left: 2rem !important; - padding-right: 1.5rem !important; - } -} diff --git a/Esiur.eBook/Shared/NavMenu.razor b/Esiur.eBook/Shared/NavMenu.razor deleted file mode 100644 index 45bea4b..0000000 --- a/Esiur.eBook/Shared/NavMenu.razor +++ /dev/null @@ -1,46 +0,0 @@ -
-
- Esiur.eBook - -
-
- -
- -
- -@code { - private bool collapseNavMenu = true; - - private string? NavMenuCssClass => collapseNavMenu ? "collapse" : null; - - private void ToggleNavMenu() - { - collapseNavMenu = !collapseNavMenu; - } -} diff --git a/Esiur.eBook/Shared/NavMenu.razor.css b/Esiur.eBook/Shared/NavMenu.razor.css deleted file mode 100644 index acc5f9f..0000000 --- a/Esiur.eBook/Shared/NavMenu.razor.css +++ /dev/null @@ -1,62 +0,0 @@ -.navbar-toggler { - background-color: rgba(255, 255, 255, 0.1); -} - -.top-row { - height: 3.5rem; - background-color: rgba(0,0,0,0.4); -} - -.navbar-brand { - font-size: 1.1rem; -} - -.oi { - width: 2rem; - font-size: 1.1rem; - vertical-align: text-top; - top: -2px; -} - -.nav-item { - font-size: 0.9rem; - padding-bottom: 0.5rem; -} - - .nav-item:first-of-type { - padding-top: 1rem; - } - - .nav-item:last-of-type { - padding-bottom: 1rem; - } - - .nav-item ::deep a { - color: #d7d7d7; - border-radius: 4px; - height: 3rem; - display: flex; - align-items: center; - line-height: 3rem; - } - -.nav-item ::deep a.active { - background-color: rgba(255,255,255,0.25); - color: white; -} - -.nav-item ::deep a:hover { - background-color: rgba(255,255,255,0.1); - color: white; -} - -@media (min-width: 641px) { - .navbar-toggler { - display: none; - } - - .collapse { - /* Never collapse the sidebar for wide screens */ - display: block; - } -} diff --git a/Esiur.eBook/Shared/SurveyPrompt.razor b/Esiur.eBook/Shared/SurveyPrompt.razor deleted file mode 100644 index 962027f..0000000 --- a/Esiur.eBook/Shared/SurveyPrompt.razor +++ /dev/null @@ -1,16 +0,0 @@ -
- - @Title - - - Please take our - brief survey - - and tell us what you think. -
- -@code { - // Demonstrates how a parent component can supply parameters - [Parameter] - public string? Title { get; set; } -} diff --git a/Esiur.eBook/_Imports.razor b/Esiur.eBook/_Imports.razor deleted file mode 100644 index 9137326..0000000 --- a/Esiur.eBook/_Imports.razor +++ /dev/null @@ -1,10 +0,0 @@ -@using System.Net.Http -@using System.Net.Http.Json -@using Microsoft.AspNetCore.Components.Forms -@using Microsoft.AspNetCore.Components.Routing -@using Microsoft.AspNetCore.Components.Web -@using Microsoft.AspNetCore.Components.Web.Virtualization -@using Microsoft.AspNetCore.Components.WebAssembly.Http -@using Microsoft.JSInterop -@using Esiur.eBook -@using Esiur.eBook.Shared diff --git a/Esiur.eBook/wwwroot/css/app.css b/Esiur.eBook/wwwroot/css/app.css deleted file mode 100644 index a000155..0000000 --- a/Esiur.eBook/wwwroot/css/app.css +++ /dev/null @@ -1,84 +0,0 @@ -@import url('open-iconic/font/css/open-iconic-bootstrap.min.css'); - -html, body { - font-family: 'Helvetica Neue', Helvetica, Arial, sans-serif; -} - -h1:focus { - outline: none; -} - -a, .btn-link { - color: #0071c1; -} - -.btn-primary { - color: #fff; - background-color: #1b6ec2; - border-color: #1861ac; -} - -.content { - padding-top: 1.1rem; -} - -.valid.modified:not([type=checkbox]) { - outline: 1px solid #26b050; -} - -.invalid { - outline: 1px solid red; -} - -.validation-message { - color: red; -} - -#blazor-error-ui { - background: lightyellow; - bottom: 0; - box-shadow: 0 -1px 2px rgba(0, 0, 0, 0.2); - display: none; - left: 0; - padding: 0.6rem 1.25rem 0.7rem 1.25rem; - position: fixed; - width: 100%; - z-index: 1000; -} - - #blazor-error-ui .dismiss { - cursor: pointer; - position: absolute; - right: 0.75rem; - top: 0.5rem; - } - -.blazor-error-boundary { - background: url(data:image/svg+xml;base64,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) no-repeat 1rem/1.8rem, #b32121; - padding: 1rem 1rem 1rem 3.7rem; - color: white; -} - - .blazor-error-boundary::after { - content: "An error has occurred." - } - - - .table-results { - margin: 5px; - } - - .table-results * { - border: 1px solid black; - padding: 5px; - } - - .table-results > thead - { - font-weight: bold; - } - - .table-results > tbody > tr > td:first-child{ - font-weight: bold; - font-style: italic; - } \ No newline at end of file diff --git a/Esiur.eBook/wwwroot/css/bootstrap/bootstrap.min.css b/Esiur.eBook/wwwroot/css/bootstrap/bootstrap.min.css deleted file mode 100644 index 02ae65b..0000000 --- a/Esiur.eBook/wwwroot/css/bootstrap/bootstrap.min.css +++ /dev/null @@ -1,7 +0,0 @@ -@charset "UTF-8";/*! - * Bootstrap v5.1.0 (https://getbootstrap.com/) - * Copyright 2011-2021 The Bootstrap Authors - * Copyright 2011-2021 Twitter, Inc. - * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE) - */:root{--bs-blue:#0d6efd;--bs-indigo:#6610f2;--bs-purple:#6f42c1;--bs-pink:#d63384;--bs-red:#dc3545;--bs-orange:#fd7e14;--bs-yellow:#ffc107;--bs-green:#198754;--bs-teal:#20c997;--bs-cyan:#0dcaf0;--bs-white:#fff;--bs-gray:#6c757d;--bs-gray-dark:#343a40;--bs-gray-100:#f8f9fa;--bs-gray-200:#e9ecef;--bs-gray-300:#dee2e6;--bs-gray-400:#ced4da;--bs-gray-500:#adb5bd;--bs-gray-600:#6c757d;--bs-gray-700:#495057;--bs-gray-800:#343a40;--bs-gray-900:#212529;--bs-primary:#0d6efd;--bs-secondary:#6c757d;--bs-success:#198754;--bs-info:#0dcaf0;--bs-warning:#ffc107;--bs-danger:#dc3545;--bs-light:#f8f9fa;--bs-dark:#212529;--bs-primary-rgb:13,110,253;--bs-secondary-rgb:108,117,125;--bs-success-rgb:25,135,84;--bs-info-rgb:13,202,240;--bs-warning-rgb:255,193,7;--bs-danger-rgb:220,53,69;--bs-light-rgb:248,249,250;--bs-dark-rgb:33,37,41;--bs-white-rgb:255,255,255;--bs-black-rgb:0,0,0;--bs-body-rgb:33,37,41;--bs-font-sans-serif:system-ui,-apple-system,"Segoe UI",Roboto,"Helvetica Neue",Arial,"Noto 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\"carousel\";\n@import \"spinners\";\n@import \"offcanvas\";\n@import \"placeholders\";\n\n// Helpers\n@import \"helpers\";\n\n// Utilities\n@import \"utilities/api\";\n// scss-docs-end import-stack\n",":root {\n // Note: Custom variable values only support SassScript inside `#{}`.\n\n // Colors\n //\n // Generate palettes for full colors, grays, and theme colors.\n\n @each $color, $value in $colors {\n --#{$variable-prefix}#{$color}: #{$value};\n }\n\n @each $color, $value in $grays {\n --#{$variable-prefix}gray-#{$color}: #{$value};\n }\n\n @each $color, $value in $theme-colors {\n --#{$variable-prefix}#{$color}: #{$value};\n }\n\n @each $color, $value in $theme-colors-rgb {\n --#{$variable-prefix}#{$color}-rgb: #{$value};\n }\n\n --#{$variable-prefix}white-rgb: #{to-rgb($white)};\n --#{$variable-prefix}black-rgb: #{to-rgb($black)};\n --#{$variable-prefix}body-rgb: #{to-rgb($body-color)};\n\n // Fonts\n\n // Note: Use `inspect` for lists so that quoted items keep the quotes.\n // See 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Set correct height and prevent the `size` attribute to make the `hr` look like an input field\n\nhr {\n margin: $hr-margin-y 0;\n color: $hr-color; // 1\n background-color: currentColor;\n border: 0;\n opacity: $hr-opacity;\n}\n\nhr:not([size]) {\n height: $hr-height; // 2\n}\n\n\n// Typography\n//\n// 1. Remove top margins from headings\n// By default, `

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` all receive top and bottom margins. We nuke the top\n// margin for easier control within type scales as it avoids margin collapsing.\n\n%heading {\n margin-top: 0; // 1\n margin-bottom: $headings-margin-bottom;\n font-family: $headings-font-family;\n font-style: $headings-font-style;\n font-weight: $headings-font-weight;\n line-height: $headings-line-height;\n color: $headings-color;\n}\n\nh1 {\n @extend %heading;\n @include font-size($h1-font-size);\n}\n\nh2 {\n @extend %heading;\n @include font-size($h2-font-size);\n}\n\nh3 {\n @extend %heading;\n @include font-size($h3-font-size);\n}\n\nh4 {\n @extend %heading;\n @include font-size($h4-font-size);\n}\n\nh5 {\n @extend %heading;\n @include font-size($h5-font-size);\n}\n\nh6 {\n @extend %heading;\n @include font-size($h6-font-size);\n}\n\n\n// Reset margins on paragraphs\n//\n// Similarly, the top margin on `

`s get reset. However, we also reset the\n// bottom margin to use `rem` units instead of `em`.\n\np {\n margin-top: 0;\n margin-bottom: $paragraph-margin-bottom;\n}\n\n\n// Abbreviations\n//\n// 1. Duplicate behavior to the data-bs-* attribute for our tooltip plugin\n// 2. Add the correct text decoration in Chrome, Edge, Opera, and Safari.\n// 3. Add explicit cursor to indicate changed behavior.\n// 4. Prevent the text-decoration to be skipped.\n\nabbr[title],\nabbr[data-bs-original-title] { // 1\n text-decoration: underline dotted; // 2\n cursor: help; // 3\n text-decoration-skip-ink: none; // 4\n}\n\n\n// Address\n\naddress {\n margin-bottom: 1rem;\n font-style: normal;\n line-height: inherit;\n}\n\n\n// Lists\n\nol,\nul {\n padding-left: 2rem;\n}\n\nol,\nul,\ndl {\n margin-top: 0;\n margin-bottom: 1rem;\n}\n\nol ol,\nul ul,\nol ul,\nul ol {\n margin-bottom: 0;\n}\n\ndt {\n font-weight: $dt-font-weight;\n}\n\n// 1. Undo browser default\n\ndd {\n margin-bottom: .5rem;\n margin-left: 0; // 1\n}\n\n\n// Blockquote\n\nblockquote {\n margin: 0 0 1rem;\n}\n\n\n// Strong\n//\n// Add the correct font weight in Chrome, Edge, and Safari\n\nb,\nstrong {\n font-weight: $font-weight-bolder;\n}\n\n\n// Small\n//\n// Add the correct font size in all browsers\n\nsmall {\n @include font-size($small-font-size);\n}\n\n\n// Mark\n\nmark {\n padding: $mark-padding;\n background-color: $mark-bg;\n}\n\n\n// Sub and Sup\n//\n// Prevent `sub` and `sup` elements from affecting the line height in\n// all browsers.\n\nsub,\nsup {\n position: relative;\n @include font-size($sub-sup-font-size);\n line-height: 0;\n vertical-align: baseline;\n}\n\nsub { bottom: -.25em; }\nsup { top: -.5em; }\n\n\n// Links\n\na {\n color: $link-color;\n text-decoration: $link-decoration;\n\n &:hover {\n color: $link-hover-color;\n text-decoration: $link-hover-decoration;\n }\n}\n\n// And undo these styles for placeholder links/named anchors (without href).\n// It would be more straightforward to just use a[href] in previous block, but that\n// causes specificity issues in many other styles that are too complex to fix.\n// See https://github.com/twbs/bootstrap/issues/19402\n\na:not([href]):not([class]) {\n &,\n &:hover {\n color: inherit;\n text-decoration: none;\n }\n}\n\n\n// Code\n\npre,\ncode,\nkbd,\nsamp {\n font-family: $font-family-code;\n @include font-size(1em); // Correct the odd `em` font sizing in all browsers.\n direction: ltr #{\"/* rtl:ignore */\"};\n unicode-bidi: bidi-override;\n}\n\n// 1. Remove browser default top margin\n// 2. Reset browser default of `1em` to use `rem`s\n// 3. Don't allow content to break outside\n\npre {\n display: block;\n margin-top: 0; // 1\n margin-bottom: 1rem; // 2\n overflow: auto; // 3\n @include font-size($code-font-size);\n color: $pre-color;\n\n // Account for some code outputs that place code tags in pre tags\n code {\n @include font-size(inherit);\n color: inherit;\n word-break: normal;\n }\n}\n\ncode {\n @include font-size($code-font-size);\n color: $code-color;\n word-wrap: break-word;\n\n // Streamline the style when inside anchors to avoid broken underline and more\n a > & {\n color: inherit;\n }\n}\n\nkbd {\n padding: $kbd-padding-y $kbd-padding-x;\n @include font-size($kbd-font-size);\n color: $kbd-color;\n background-color: $kbd-bg;\n @include border-radius($border-radius-sm);\n\n kbd {\n padding: 0;\n @include font-size(1em);\n font-weight: $nested-kbd-font-weight;\n }\n}\n\n\n// Figures\n//\n// Apply a consistent margin strategy (matches our type styles).\n\nfigure {\n margin: 0 0 1rem;\n}\n\n\n// Images and content\n\nimg,\nsvg {\n vertical-align: middle;\n}\n\n\n// Tables\n//\n// Prevent double borders\n\ntable {\n caption-side: bottom;\n border-collapse: collapse;\n}\n\ncaption {\n padding-top: $table-cell-padding-y;\n padding-bottom: $table-cell-padding-y;\n color: $table-caption-color;\n text-align: left;\n}\n\n// 1. Removes font-weight bold by inheriting\n// 2. Matches default `` alignment by inheriting `text-align`.\n// 3. Fix alignment for Safari\n\nth {\n font-weight: $table-th-font-weight; // 1\n text-align: inherit; // 2\n text-align: -webkit-match-parent; // 3\n}\n\nthead,\ntbody,\ntfoot,\ntr,\ntd,\nth {\n border-color: inherit;\n border-style: solid;\n border-width: 0;\n}\n\n\n// Forms\n//\n// 1. Allow labels to use `margin` for spacing.\n\nlabel {\n display: inline-block; // 1\n}\n\n// Remove the default `border-radius` that macOS Chrome adds.\n// See https://github.com/twbs/bootstrap/issues/24093\n\nbutton {\n // stylelint-disable-next-line property-disallowed-list\n border-radius: 0;\n}\n\n// Explicitly remove focus outline in Chromium when it shouldn't be\n// visible (e.g. as result of mouse click or touch tap). It already\n// should be doing this automatically, but seems to currently be\n// confused and applies its very visible two-tone outline anyway.\n\nbutton:focus:not(:focus-visible) {\n outline: 0;\n}\n\n// 1. Remove the margin in Firefox and Safari\n\ninput,\nbutton,\nselect,\noptgroup,\ntextarea {\n margin: 0; // 1\n font-family: inherit;\n @include font-size(inherit);\n line-height: inherit;\n}\n\n// Remove the inheritance of text transform in Firefox\nbutton,\nselect {\n text-transform: none;\n}\n// Set the cursor for non-`