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Evolution computations on C#

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15 Oct 2006GPL313 min read 269.9K   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>
	/// Fitness function interface
	/// </summary>
	/// 
	/// <remarks>The interface should be implemented by all fitness function
	/// classes, which are supposed to be used for calculation of chromosomes
	/// fitness values. All fitness functions should return positive (<b>greater
	/// then zero</b>) value, which indicates how good is the evaluated chromosome - 
	/// the greater the value, the better the chromosome.
	/// </remarks>
	public interface IFitnessFunction
	{
		/// <summary>
		/// Evaluates chromosome
		/// </summary>
		/// 
		/// <param name="chromosome">Chromosome to evaluate</param>
		/// 
		/// <returns>Returns chromosome's fitness value</returns>
		///
		/// <remarks>The method calculates fitness value of the specified
		/// chromosome.</remarks>
		///
		double Evaluate( IChromosome chromosome );

		/// <summary>
		/// Translates genotype to phenotype 
		/// </summary>
		/// 
		/// <param name="chromosome">Chromosome, which genoteype should be
		/// translated to phenotype</param>
		///
		/// <returns>Returns chromosome's fenotype - the actual solution
		/// encoded by the chromosome</returns> 
		/// 
		/// <remarks>The return value may be a string, a number or any other
		/// object, which is supposed to represent the problem solution.</remarks>
		///
		object Translate( IChromosome chromosome );
	}
}

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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.

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