Click here to Skip to main content
15,897,315 members
Articles / Artificial Intelligence

Evolution computations on C#

Rate me:
Please Sign up or sign in to vote.
4.93/5 (73 votes)
15 Oct 2006GPL313 min read 272.9K   8.3K   194  
The articles describes a C# library for evolution computations and their application for several problems solving.
// AForge Genetic Library
//
// Copyright � Andrew Kirillov, 2006
// andrew.kirillov@gmail.com
//

namespace AForge.Genetic
{
	using System;

	/// <summary>
	/// Types of genes in genetic programming
	/// </summary>
	public enum GPGeneType
	{
		Function,
		Argument
	}


	/// <summary>
	/// Gene interface, which is used in Genetic Programming (GP) and
	/// Gene Expression Programming (GEP)
	/// </summary>
	public interface IGPGene
	{
		/// <summary>
		/// Gene type
		/// </summary>
		GPGeneType GeneType { get; }

		/// <summary>
		/// Arguments count
		/// </summary>
		int ArgumentsCount { get; }

		/// <summary>
		/// Maximum arguments count
		/// </summary>
		int MaxArgumentsCount { get; }

		/// <summary>
		/// Clone the gene
		/// </summary>
		IGPGene Clone( );

		/// <summary>
		/// Randomize gene with random type and value
		/// </summary>
		void Generate( );

		/// <summary>
		/// Randomize gene with random value
		/// </summary>
		void Generate( GPGeneType type );

		/// <summary>
		/// Creates new gene with random type
		/// </summary>
		IGPGene CreateNew( );

		/// <summary>
		/// Creates new gene with certain type
		/// </summary>
		IGPGene CreateNew( GPGeneType type );
	}
}

By viewing downloads associated with this article you agree to the Terms of Service and the article's licence.

If a file you wish to view isn't highlighted, and is a text file (not binary), please let us know and we'll add colourisation support for it.

License

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


Written By
Software Developer IBM
United Kingdom 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.

Comments and Discussions