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Example Of Genetic Algorithms software
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Example Of Genetic Algorithms

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Fitting complex analytic laws to data by means of Genetic Algorithms The script allows to easily fit predefined complex analytical laws exploiting the potentiality of Genetic Algorithms.The script receives as input the handle to the analytic laws to be fitted to data. Such law may depend on multiple variables and several parameters. This optimization approach may...



Platforms: Matlab


Developing a Financial Market Index Tracker using MATLAB OOP and Genetic Algorithms Files used in the Webinar "Developing a Financial Market Index Tracker using MATLAB OOP and Genetic Algorithms"The zip file contains the data and files used to develop an application to track a market index using Genetic algorithm. The initial algorithm is then wrapped up in MATLAB OOP to create...





Platforms: Matlab


Released: September 27, 2012  |  Added: September 27, 2012 | Visits: 209

Awakener Awakener aims to provide a Java library for solving practical, real world optimisation problems by means of genetic algorithms (turnkey algorithms for >= 90% of industry problems). Awakener extends Sleepwalker with specific algorithms.


Platforms: Windows, Mac, Linux

License: Freeware Size: 61.75 KB Download (27): Awakener Download

Multi-objective optimization using Evolution Strategies (ES) as Evolutionary Algorithm (EA) This function uses Evolution Strategies (ES) instead of Genetic Algorithms (GA) as Evolutionary Algorithm (EA) in the NSGA-II procedure for multi-objective optimization.The algorithm is able to find the pareto optimal front in most of the functions implemented in the file 'Examples.m', but the...


Platforms: Matlab


Added: May 13, 2010 | Visits: 659

JGAP JGAP (pronounced "jay-gap") is a genetic algorithms component written in the form of a Java package. JGAP project provides basic genetic mechanisms that can be easily used to apply evolutionary principles to problem solutions. The ground is laid for introducing Genetic Programming to JGAP in the...


Platforms: *nix

License: Freeware Size: 3.9 MB Download (80): JGAP Download

Added: May 09, 2013 | Visits: 304

Constrained MOO using GA This code is a demo of using Genetic Algorithms (GA) to solve a simple constrained multi-objective optimization (MOO) problem.The objective is to find the pareto front of the MOO problem defined as follows: Maximize: f1(X) = 2*x1 + 3*x2 f2(X) = 2/x1 + 1/x2 such that: 10 > x1 > 20 20 > x2 > 30The...


Platforms: Matlab

License: Freeware Size: 10 KB Download (20): Constrained MOO using GA Download

Added: April 20, 2010 | Visits: 813

N-genes n-genes is a powerful Genetic Algorithms and Programming toolkit written for Java 5. Using advanced object oriented techniques, like generics and introspection, it is one the simplest system to learn and use. N-geness design allows fast coding and a total flexibility. n-genes is an...


Platforms: *nix

License: Freeware Size: 737.28 KB Download (92): N-genes Download

Released: June 25, 2012  |  Added: June 25, 2012 | Visits: 318

JAGA - Java API for Genetic Algorithms Java API for implementing any kind of Genetic Algorithm and Genetic Programming applications quickly and easily. Contains a wide range of ready-to-use GA and GP algorithms and operators to be plugged-in or extended. Includes Tutorials and Examples.


Platforms: Windows, Mac, Linux

License: Freeware Size: 338.61 KB Download (27): JAGA - Java API for Genetic Algorithms Download

MathWorks Webinar: Using Genetic Algorithms in Financial Applications This zip file contains the Presentation (PDF) and M-files that were demonstrated in the MathWorks Webinar: Using Genetic Algorithms in Financial Applications delivered on Dec 11 2007.The purpose of the webinar was to highlight how Genetic Algorithms may be used to supplement portfolio...


Platforms: Matlab


Simple example of genetic algorithm for optimization problems It is used to generate useful solutions to optimization and search problems. Genetic algorithms belong to the larger class of evolutionary algorithms, which generate solutions to optimization problems using techniques inspired by natural evolution, such as inheritance, mutation, selection, and...


Platforms: Matlab

License: Shareware Cost: $0.00 USD Size: 10 KB Download (19): Simple example of genetic algorithm for optimization problems Download

Released: June 10, 2012  |  Added: June 10, 2012 | Visits: 232

Genetic Algorithms Framework This is a cross-platform framework for using Genetic Algorithms for solutions. Written in Java and uses convinient plug-in features for every phase in the genetic development, while maintaining an easy-to-use API for easy integration into applications.


Platforms: Windows, Mac, Linux

License: Freeware Size: 81.45 KB Download (28): Genetic Algorithms Framework Download

Released: December 25, 2012  |  Added: December 25, 2012 | Visits: 264

Jenes - Genetic Algorithms for Java An optimized java library for genetic algorithms. The library is designed to be fast and memory light, but still very easy to use.


Platforms: Windows, Mac, Linux

License: Freeware Size: 646.24 KB Download (29): Jenes - Genetic Algorithms for Java Download

Added: June 09, 2013 | Visits: 246

Sequency(Walsh) ordered Hadamard matrix The function generates sequency(Walsh) ordered Hadamard matrix useful for image processing, signal processing, genetic algorithms etc.


Platforms: Matlab

License: Freeware Size: 10 KB Download (20): Sequency(Walsh) ordered Hadamard matrix Download

Added: May 20, 2013 | Visits: 229

gapolyfitn This function implements a method of using genetic algorithms to optimise the form of a polynomial, i.e. reducing the number of terms required in comparison to a least-squares fit using all possible terms, as described in the following paper:Clegg, J. et al, "The use of a genetic algorithm to...


Platforms: Matlab

License: Freeware Size: 30.72 KB Download (18): gapolyfitn Download

Added: February 26, 2010 | Visits: 687

Crogai Crogai consists of a mixture of crowd simulation, AI, and genetic algorithms. It is possible to set up simulations and test different AI in a full 3D environment with a small physics engine, terrain, collision handling, etc. Crogai is inspired by the OpenSteer projet and uses steering behaviors...


Platforms: *nix

License: Freeware Size: 1024 KB Download (92): Crogai Download

Released: July 15, 2012  |  Added: July 15, 2012 | Visits: 197

JaGa Set of Java packages to apply Genetic Algorithms to any kind of problem. Various genetic operators are implemented and an example shows of how the system could be applied to digital circuit evolution.


Platforms: Windows, Mac, Linux

License: Freeware Size: 1.12 MB Download (27): JaGa Download

Released: December 20, 2012  |  Added: December 20, 2012 | Visits: 247

Python Neural Genetic Algorithm Hybrids This project provides a set of Python tools for creating various kinds of neural networks, which can also be powered by genetic algorithms using grammatical evolution. MLP, backpropagation, recurrent, sparse, and skip-layer networks are supported.


Platforms: Windows, Mac, Linux

License: Freeware Size: 567.87 KB Download (28): Python Neural Genetic Algorithm Hybrids Download

Added: July 11, 2013 | Visits: 330

Walsh Transform(2D) The function implement the 1D Walash Transform which can be used in signal processing,pattern recognition and Genetic algorithms. The Formula of 1D Walsh Transform is defined as : N-1 q-1 ---- -- 1 | | b[i](m)*b[q-1-i](u) W(u) = --- / f(m)| | (-1) ,u = 0,...,N-1 N ---- | | m=0 i=0 where for...


Platforms: Matlab

License: Freeware Size: 10 KB Download (20): Walsh Transform(2D) Download

Added: June 02, 2013 | Visits: 262

Walsh Transform(1D) The function implement the 1D Walash Transform which can be used in signal processing,pattern recognition and Genetic algorithms. The Formula of 1D Walsh Transform is defined in mfile


Platforms: Matlab

License: Freeware Size: 10 KB Download (18): Walsh Transform(1D) Download

Added: June 28, 2013 | Visits: 277

SpeedyGA: A Fast Simple Genetic Algorithm SpeedyGA is a vectorized implementation of a genetic algorithm in the Matlab programming language. Without bells and whistles, it faithfully implements the specification for a Simple GA given on pgs 10, 11 of M. Mitchell's GA book. See comments in code for details.This script has played a crucial...


Platforms: Matlab

License: Freeware Size: 10 KB Download (18): SpeedyGA: A Fast Simple Genetic Algorithm Download

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