Genetic Algorithms

Randomized Algorithms Control Toolbox is a Matlab toolbox, provides analysis and synthesis methods for control problems with uncertainties. Platforms: Windows, Mac, Linux

Springbots is a python application which takes a set of 2d physical structures built with nodes and movable springs and evolve them for specific tasks like walking, swimming and jumping using genetic algorithm. Platforms: Windows, Mac, Linux

VKAS uses genetic programming methods to find out the relationship among a set of independent and dependent variable. It is a problem solver software which uses evolutionary computing methods. Platforms: Windows, Mac, Linux

A collection of plug-in algorithms for the WEKA machine learning workbench including artificial neural network (ANN) algorithms, and artificial immune system (AIS) algorithms. Platforms: Windows, Mac, Linux

This script presents two approaches to generate all combination of elements from a number of sets. It compares "classic" statically coded algorithms to a pythonic on-the-fly generation of specific algorithm code. Platforms: Windows, Mac, *nix, Python, BSD Solaris

This code proposes genetic algorithm (GA) to optimize the point-to-point trajectory planning for a 3-link (redundant) robotarm. The objective function for the proposed GA is to minimizing traveling time and space, while not exceeding a maximumpre-defined torque, without collision with any... Platforms: Matlab

Conventional optimization algorithms using linear and non-linear programming sometimes have difficulty in finding the global optima or in case of multi-objective optimization, the pareto front. A lot of research has now been directed towards evolutionary algorithms (genetic algorithm, particle... Platforms: Matlab

We use the genetic algorithm (gatool) to determine the three parameters of the simple Antoine equation and the six parameters of the Modified Antoine Model. Predictions are in perfect agreement with experimental data of vapor pressure of ethanol versus temperature for a temperature range from... Platforms: Matlab

I was trying out modifications of the LMS algorithm so that it will converge faster and the mean square error will also be smaller. Getting to one of the drawbacks of LMS, that it has only one controllable parameter "mu", the selection of whose value will be the most critical from design point of... Platforms: Matlab

Finds a (near) optimal solution to a variation of the M-TSP by setting up a GA to search for the shortest route (least distance needed for each salesman to travel from the start location to individual cities and back to the original starting place).Each salesman starts at the first point, and... Platforms: Matlab

GODLIKE (Global Optimum Determination by Linking and Interchanging Kindred Evaluators) compiles various population-based global optimization schemes.It handles both single- and multi-objective optimization, simply by adding additional objective functions.It solves optimization problems using... Platforms: Matlab

Hasher is a tool to help programmers implement checksum algorithms and standard hashing into their own software. Written entirely in C# and designed for use in the .NET Framework, Hasher providers a uniform interface to easily use any of the algorithms contained within this library in other... Platforms: *nix

Statistics::RankOrder contains algorithms for determining overall rankings from a panel of judges. SYNOPSIS use Statistics::RankOrder; my $r = Statistics::RankOrder->new(); $r->add_judge( [qw( A B C )] ); $r->add_judge( [qw( A C B )] ); $r->add_judge( [qw( B A C )] ); my %ranks =... Platforms: *nix

The Figaro project is a framework for implicit graph algorithms and representations by OBDDs. The "Framework for Implicit Graph Algorithms and Representations by OBDDs" (Figaro) automatically manages experiments with input generator and algorithm plugins. It already contains some generators... Platforms: *nix

fastbreeder is an experimental genetic programming synthesiser. This program is free software, developed for linux, using jack for audio. Fastbreeder is essentially a 4 button synth. The idea is to grow code by choosing from a range of automatically generated variations of functions, you dont... Platforms: *nix

The Mango Library is a Java library consisting of a number of iterators, algorithms and functions, loosely inspired by the C++ Standard Template Library. Whats New in This Release: - This release adds a further two iterators.. Platforms: *nix

PyPedal project is a Python module that provides tools for the manipulation of pedigrees, simple visualization of pedigrees, and the calculation of measures of genetic diversity from pedigrees. Whats New in This Release: - Added PyPedalError and PyPedalPedigreeInputFileNameError classes. Now... Platforms: *nix

GAJET (Genetic Alrogithm for Java Evolutionary Testing) is an automatic test generation tool for Java that uses a genetic algorithm. GAJET project uses EMMA to measure test coverage.. Get GAJET at SourceForge.net. Fast, secure and free downloads from the largest Open Source applications and... Platforms: *nix

libmhash is a free library which provides a uniform interface to a large number of hash algorithms. These algorithms can be used to compute checksums, message digests, and other signatures. The HMAC support implements the basics for message authentication, following RFC 2104. In the later... Platforms: *nix

libmcrypt is the library which implements all the algorithms and modes found in mcrypt. libmcrypt library is currently under development but it seems to work pretty good. Unlike most encryption libraries libmcrypt does not have everything (random number generators, hashes, hmac implementation,... Platforms: *nix