GeneticSharpCore 1.0.1

.NET Standard 1.6
NuGet\Install-Package GeneticSharpCore -Version 1.0.1
This command is intended to be used within the Package Manager Console in Visual Studio, as it uses the NuGet module's version of Install-Package.
dotnet add package GeneticSharpCore --version 1.0.1
<PackageReference Include="GeneticSharpCore" Version="1.0.1" />
For projects that support PackageReference, copy this XML node into the project file to reference the package.
paket add GeneticSharpCore --version 1.0.1
#r "nuget: GeneticSharpCore, 1.0.1"
#r directive can be used in F# Interactive, C# scripting and .NET Interactive. Copy this into the interactive tool or source code of the script to reference the package.
// Install GeneticSharpCore as a Cake Addin
#addin nuget:?package=GeneticSharpCore&version=1.0.1

// Install GeneticSharpCore as a Cake Tool
#tool nuget:?package=GeneticSharpCore&version=1.0.1

GeneticSharp

GeneticSharp is a .Net Core library that that handles the mecanics of a generic algorithm implementation. It automatically creates the population, do by itself the reproduction and mutation phases according with the strategy and configuration set.

GeneticSharp do the hard job for you and let you focus on the most important piece, the problem you are solving. You can direct focus on designing your model, chromosses, and the fitness method.

GeneticSharp accepts as a model any C# POCO class. It needs to be a class, needs to implement the IEvolutionaryIndividual interface and to have the default constructor.

Simplest Usage

using GeneticSharp;
// ...
var geneticEvolution = new GeneticEvolution<MyModel>();

// gen1
var gen1Result = geneticEvolution.Evolve();
Console.WriteLine(gen1Result.BestIndividual);

// gen2
var gen2Result = geneticEvolution.Evolve();
Console.WriteLine(gen2Result.BestIndividual);

Configuration

Supported variables

  1. Population Size: amount of individuals (population) per generation
  2. Natural Selection Rate: population percetage that is selected to reproduce and generate new individuals to the next gen
  3. Mutation Rate
  4. Collection Types Sizes

Types supporteds

  1. string
  2. int, short, long
  3. float, double, decimal
  4. Nullable
  5. bool
  6. DateTime
  7. IEnumerable<T>, IList<T>, List<T>, Array
  8. Enums
Product Versions
.NET net5.0 net5.0-windows net6.0 net6.0-android net6.0-ios net6.0-maccatalyst net6.0-macos net6.0-tvos net6.0-windows
.NET Core netcoreapp1.0 netcoreapp1.1 netcoreapp2.0 netcoreapp2.1 netcoreapp2.2 netcoreapp3.0 netcoreapp3.1
.NET Standard netstandard1.6 netstandard2.0 netstandard2.1
.NET Framework net461 net462 net463 net47 net471 net472 net48
MonoAndroid monoandroid
MonoMac monomac
MonoTouch monotouch
Tizen tizen30 tizen40 tizen60
Xamarin.iOS xamarinios
Xamarin.Mac xamarinmac
Xamarin.TVOS xamarintvos
Xamarin.WatchOS xamarinwatchos
Compatible target framework(s)
Additional computed target framework(s)
Learn more about Target Frameworks and .NET Standard.

NuGet packages

This package is not used by any NuGet packages.

GitHub repositories

This package is not used by any popular GitHub repositories.

Version Downloads Last updated
1.0.1 805 2/5/2019
1.0.0 499 11/14/2018