mirror of
https://github.com/hanzoai/jube-fork.git
synced 2026-11-03 01:01:41 +00:00
richard-churchman
cc0a2bee21
Included open-source Accord.net library code natively to the solution given the deprecated state of that project. Accord.net will be supported inside Jube for own needs (such as upgrading to .Net 7+). Accord.net libraries modified to compile to .Net 6. Modified Accord.net libraries to better support Newtonsoft Json.net serialisation. Included annotations in the Accord.net libraries to house important dependency statistics. Serialised json can be used independently of Jube to recall a Neural Network. Removal of Binary Serializer totally as a precursor to the projects support of .Net 7+. Extensive bug fixing in crucial functions of Neural Network training and recall. While this part of the system remains in Alpha, it is substantially more fit for purpose.
118 lines
3.5 KiB
C#
118 lines
3.5 KiB
C#
// AForge Genetic Library
|
|
// AForge.NET framework
|
|
// http://www.aforgenet.com/framework/
|
|
//
|
|
// Copyright © Andrew Kirillov, 2006-2009
|
|
// [email protected]
|
|
//
|
|
|
|
namespace Accord.Genetic
|
|
{
|
|
using System;
|
|
|
|
/// <summary>
|
|
/// Types of genes in Genetic Programming.
|
|
/// </summary>
|
|
public enum GPGeneType
|
|
{
|
|
/// <summary>
|
|
/// Function gene - represents function to be executed.
|
|
/// </summary>
|
|
Function,
|
|
/// <summary>
|
|
/// Argument gene - represents argument of function.
|
|
/// </summary>
|
|
Argument
|
|
}
|
|
|
|
|
|
/// <summary>
|
|
/// Genetic Programming's gene interface.
|
|
/// </summary>
|
|
///
|
|
/// <remarks><para>This is a gene interface, which is used for building chromosomes
|
|
/// in Genetic Programming (GP) and Gene Expression Programming (GEP).
|
|
/// </para></remarks>
|
|
///
|
|
public interface IGPGene
|
|
{
|
|
/// <summary>
|
|
/// Gene type.
|
|
/// </summary>
|
|
///
|
|
/// <remarks><para>The property represents type of a gene - function, argument, etc.</para>
|
|
/// </remarks>
|
|
///
|
|
GPGeneType GeneType { get; }
|
|
|
|
/// <summary>
|
|
/// Arguments count.
|
|
/// </summary>
|
|
///
|
|
/// <remarks><para>Arguments count of a particular function gene.</para></remarks>
|
|
///
|
|
int ArgumentsCount { get; }
|
|
|
|
/// <summary>
|
|
/// Maximum arguments count.
|
|
/// </summary>
|
|
///
|
|
/// <remarks><para>Maximum arguments count of a function gene. The property may be used
|
|
/// by chromosomes' classes to allocate correctly memory for functions' arguments,
|
|
/// for example.</para></remarks>
|
|
///
|
|
int MaxArgumentsCount { get; }
|
|
|
|
/// <summary>
|
|
/// Clone gene.
|
|
/// </summary>
|
|
///
|
|
/// <remarks><para>The method clones gene returning the exact copy of it.</para></remarks>
|
|
///
|
|
IGPGene Clone( );
|
|
|
|
/// <summary>
|
|
/// Randomize gene with random type and value.
|
|
/// </summary>
|
|
///
|
|
/// <remarks><para>The method randomizes a gene, setting its type and value randomly.</para></remarks>
|
|
///
|
|
void Generate( );
|
|
|
|
/// <summary>
|
|
/// Randomize gene with random value.
|
|
/// </summary>
|
|
///
|
|
/// <param name="type">Gene type to set.</param>
|
|
///
|
|
/// <remarks><para>The method randomizes a gene, setting its value randomly, but type
|
|
/// is set to the specified one.</para></remarks>
|
|
///
|
|
void Generate( GPGeneType type );
|
|
|
|
/// <summary>
|
|
/// Creates new gene with random type and value.
|
|
/// </summary>
|
|
///
|
|
/// <remarks><para>The method creates new randomly initialized gene .
|
|
/// The method is useful as factory method for those classes, which work with gene's interface,
|
|
/// but not with particular gene class.</para>
|
|
/// </remarks>
|
|
///
|
|
IGPGene CreateNew( );
|
|
|
|
/// <summary>
|
|
/// Creates new gene with certain type and random value.
|
|
/// </summary>
|
|
///
|
|
/// <param name="type">Gene type to create.</param>
|
|
///
|
|
/// <remarks><para>The method creates new gene with specified type, but random value.
|
|
/// The method is useful as factory method for those classes, which work with gene's interface,
|
|
/// but not with particular gene class.</para>
|
|
/// </remarks>
|
|
///
|
|
IGPGene CreateNew( GPGeneType type );
|
|
}
|
|
}
|