Evolution computations on C#

Andrew Kirillov

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15 Oct 2006GPL313 min read

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The articles describes a C# library for evolution computations and their application for several problems solving.

genetic_src.zip
- genetic_src
  - Release
    - AForge.dll
    - AForge.Genetic.dll
  - Samples
    - Genetic
      - Approximation
        
        App.ico
        
        Approximation.csproj
        
        Approximation.sln
        
        AssemblyInfo.cs
        
        Chart.cs
        
        Chart.resx
        
        Data Samples
        
        sample1.csv
        
        sample2.csv
        
        MainForm.cs
        
        MainForm.resx
      - Optimization1D
        
        App.ico
        
        AssemblyInfo.cs
        
        Chart.cs
        
        Chart.resx
        
        MainForm.cs
        
        MainForm.resx
        
        Optimization1D.csproj
        
        Optimization1D.sln
      - TimeSeries
        
        App.ico
        
        AssemblyInfo.cs
        
        Chart.cs
        
        Chart.resx
        
        Data Samples
        
        exponent.csv
        
        growing sinusoid.csv
        
        parabola.csv
        
        sigmoid.csv
        
        sinusoid.csv
        
        ExSettingsDialog.cs
        
        ExSettingsDialog.resx
        
        MainForm.cs
        
        MainForm.resx
        
        TimeSeries.csproj
        
        TimeSeries.sln
      - TSP
        
        App.ico
        
        AssemblyInfo.cs
        
        MainForm.cs
        
        MainForm.resx
        
        MapControl.cs
        
        MapControl.resx
        
        TSP.csproj
        
        TSP.sln
        
        TSPChromosome.cs
        
        TSPFitnessFunction.cs
  - Sources
    - AForge.sln
    - Core
    - Genetic
      - AssemblyInfo.cs
      - Chromosomes
        
        BinaryChromosome.cs
        
        GP
        
        ExtendedGeneFunction.cs
        
        GEPChromosome.cs
        
        GPTreeChromosome.cs
        
        GPTreeNode.cs
        
        IGPGene.cs
        
        SimpleGeneFunction.cs
        
        IChromosome.cs
        
        PermutationChromosome.cs
        
        ShortArrayChromosome.cs
      - Copyright.txt
      - Fitness Functions
        
        IFitnessFunction.cs
        
        OptimizationFunction1D.cs
        
        OptimizationFunction2D.cs
        
        SymbolicRegressionFitness.cs
        
        TimeSeriesPredictionFitness.cs
      - Genetic.csproj
      - Genetic.sln
      - Population.cs
      - Selection Algorithms
        
        EliteSelection.cs
        
        ISelectionMethod.cs
        
        RankSelection.cs
        
        RouletteWheelSelection.cs
      - Version.txt
genetic_demo.zip
- genetic_demo
  - Approximation
    - AForge.dll
    - AForge.Genetic.dll
    - Approximation.exe
    - Data Samples
      - sample1.csv
      - sample2.csv
  - Optimization1D
    - AForge.dll
    - AForge.Genetic.dll
    - Optimization1D.exe
  - TimeSeries
    - AForge.dll
    - AForge.Genetic.dll
    - Data Samples
    - TimeSeries.exe
  - TSP
    - AForge.dll
    - AForge.Genetic.dll
    - TSP.exe

Microsoft Visual Studio Solution File, Format Version 7.00
Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "Optimization1D", "Optimization1D.csproj", "{74E3C094-B60D-479C-85A9-12D9B21034F0}"
EndProject
Global
	GlobalSection(SolutionConfiguration) = preSolution
		ConfigName.0 = Debug
		ConfigName.1 = Release
	EndGlobalSection
	GlobalSection(ProjectDependencies) = postSolution
	EndGlobalSection
	GlobalSection(ProjectConfiguration) = postSolution
		{74E3C094-B60D-479C-85A9-12D9B21034F0}.Debug.ActiveCfg = Debug|.NET
		{74E3C094-B60D-479C-85A9-12D9B21034F0}.Debug.Build.0 = Debug|.NET
		{74E3C094-B60D-479C-85A9-12D9B21034F0}.Release.ActiveCfg = Release|.NET
		{74E3C094-B60D-479C-85A9-12D9B21034F0}.Release.Build.0 = Release|.NET
	EndGlobalSection
	GlobalSection(ExtensibilityGlobals) = postSolution
	EndGlobalSection
	GlobalSection(ExtensibilityAddIns) = postSolution
	EndGlobalSection
EndGlobal

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License

This article, along with any associated source code and files, is licensed under The GNU General Public License (GPLv3)

Written By

Andrew Kirillov

Software Developer IBM

United Kingdom

Started software development at about 15 years old and it seems like now it lasts most part of my life. Fortunately did not spend too much time with Z80 and BK0010 and switched to 8086 and further. Similar with programming languages – luckily managed to get away from BASIC and Pascal to things like Assembler, C, C++ and then C#. Apart from daily programming for food, do it also for hobby, where mostly enjoy areas like Computer Vision, Robotics and AI. This led to some open source stuff like AForge.NET, Computer Vision Sandbox, cam2web, ANNT, etc.

Evolution computations on C#

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