Home > {{category.CategoryName}} > GeneticSharp
GeneticSharp Scientific Libraries App

GeneticSharp

by Giacomelli

C# Genetic Algorithm library
Helps with: Scientific Libraries
Similar to: Bullet App ALPS project App Newton Dynamics App GNU Scientific Library App More...
Source Type: Open
License Types:
MIT
Supported OS:
Languages: CS

What is it all about?

GeneticSharp is a fast, extensible, multi-platform and multithreading C# Genetic Algorithm library that simplifies the development of applications using Genetic Algorithms (GAs).

Can be used in any kind of .NET apps, like ASP .NET MVC, Web Forms, Windows Forms, GTK# and Unity3D applications.

Key Features

•Chromosomes ◦Add your own chromosome representation implementing IChromosome interface or extending ChromosomeBase •Fitness ◦Add your own fitness evaluation, implementing IFitness interface. •Populations ◦Generation ◦Generation strategy ◾Performance strategy ◾Tracking strategy •Selections ◦Elite (also know as Truncate or Truncation) ◦Roulette Wheel ◦Stochastic Universal Sampling ◦Tournament ◦Others selections can be added implementing ISelection interface or extending SelectionBase. •Crossovers ◦Cut and Splice ◦Cycle (CX) ◦One-Point (C1) ◦Ordered OX1 ◦Partially Mapped (PMX) ◦Three parent ◦Two-Point (C2) ◦Uniform ◦Others crossovers can be added implementing ICrossover interface or extending CrossoverBase. •Mutations ◦Reverse Sequence (RSM) ◦Twors ◦Uniform ◦Others mutations can be added implementing IMutation interface or extending MutationBase. •Reinsertions ◦Elitist ◦Fitness Based ◦Pure ◦Uniform •Terminations ◦Generation number ◦Time evolving ◦Fitness stagnation ◦Fitness threshold ◦And e Or (allows combine others terminations) •Randomizations ◦Basic randomization (using System.Random) ◦Fast random ◦If you need a special kind of randomization for your GA, just implement the IRandomization interface. •Runner app (console) with samples: ◦Equality equation ◦Equation solver ◦Function builder ◦Ghostwriter ◦TSP (Travelling toman Problem) •Runner app (GTK#) showing the library solving TSP (Travelling Salesman Problem). •Mono support. •Fully tested on Windows and MacOSX. •100% code documentation. •FxCop validated. •Good (and well used) design patterns.


Pricing

Yearly
Monthly
Lifetime
Free
Freemium
Trial With Card
Trial No Card
By Quote

Description

free - see site

Alternatives

View More Alternatives

View Less Alternatives

Top DiscoverSDK Experts

User photo
20
Jacques GOUIMENOU
I am currently Datascientist. Type of business or sector is: industries, health sector, finance, etc
Multimedia | Computer Vision and 25 more
View Profile
User photo
20
ahmedxp kh
Ahmedxp PC ENG
Multimedia | Hardware and RT and 123 more
View Profile
User photo
20
Redentor Del Rosario
Cyber Security
Multimedia | Hardware and RT and 122 more
View Profile
User photo
20
Esma Rucolli
Engineering.....my dream 💖
Hardware and RT | General Libraries and 87 more
View Profile
Show All

Interested in becoming a DiscoverSDK Expert? Learn more

X

Compare Products

Select up to three two products to compare by clicking on the compare icon () of each product.

{{compareToolModel.Error}}

Now comparing:

{{product.ProductName | createSubstring:25}} X
Compare Now