Genetic Algorithm Simulations

The user has to supply the fixed ending points before the script can be ran. Requirements: - MATLAB 7.6 or higher

It finds a (near) optimal solution to a variation of the M-TSP (that has a variable number of salesmen) by setting up a GA to search for the shortest route (least distance needed for the salesmen to travel to each city exactly once and return to their starting locations). Each salesman travels to...

TurboGA is an augmented version of the Matlab script SpeedyGA (also available on File Exchange). TurboGA uses a simple mechanism called clamping, which, according to a new theory about the workings of genetic algorithms (see http://www.cs.brandeis.edu/~kekib/dissertation.html ), should...


Platforms: Matlab

http://simulations.narod.ru/The task is to pack big box with several small boxes. The objective is to maximize total area of all small boxes. I made fitness in follow way: it is area minus penalty in case of overlapping small boxes also overlapping area subtracted from fitness. There are several...


Platforms: Matlab

Finds a (near) optimal solution to a variation of the M-TSP (that has a variable number of salesmen) by setting up a GA to search for the shortest route (least distance needed or the salesmen to travel to each city exactly once and return to their starting locations). The salesmen originate from...


Platforms: Matlab

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

http://simulations.narod.ru/There is a set of cities (points) in 2d plane. Each city has road to each city. We need to find loop-path that will be in each city only one time and path length is minimal. There are lot of paths with different lengths. A path can have crossover with another path and...


Platforms: Matlab

PixureSaver is a screensaver that shows the power of genetic algorithms to accomplish trivial tasks. In particular, PixureSaver will show an approximation of the real appearance of an image, and will gradually over time produce better and better approximations of that image. This is done via a...


Platforms: Mac

Free Genetic Algorithm Forecaster Stock Markets Forecast 1 to 30 days out. So simple a child can use it. Just open the program, select a symbol to forecast, select how many days in the future you want, and press train. The system will automatically gather the data, train itself, and forecast the...


Platforms: Windows

Darwin 2: Java Framework for Evolutionary Computation (genetic algorithm, GA). A true framework with out-of-the-box functionality and extensibility of all classes. Interface-based pattern with dependency-injection to configure components.


Platforms: Windows, Mac, Linux

Classical genetic algorithm suffers heavy pressure of fitness evaluation for time-consuming optimization problems. To address this problem, we present an efficient genetic algorithm by the combination with clustering methods. The high efficiency of the proposed method results from the fitness...


Platforms: Windows, Mac, BSD

Evolve is a simulation written in java that uses the Genetic Algorithm to evolve intelligent agents acting in a rich environment.


Platforms: Windows, Mac, Linux

JNSGA2 is a Java library with an implementation of the multi-objective genetic algorithm NSGA-II published by Deb et al.


Platforms: Windows, Mac, Linux

MAGMA: Multiobjective Analyzer for Genetic Marker AcquisitionA genetic algorithm for generating SNP tiling paths from a large SNP databasebased on the competing objectives of cost (number of SNPs) and coverage (haplotype blocks):Hubley R., Zitzler


Platforms: Windows, Mac, Linux

Molevolve is a Java library for running a Genetic Algorithm to model the 3-dimensional structures of peptide chains from amino-acid sequences. Client code can specify its own peptide chain model, fitness functions and GA operations. Requires JDK 1.5.


Platforms: Windows, Mac, Linux

Motofit co-refines Neutron and X-ray reflectometry data, using the Abeles matrix / Parratt recursion and least squares fitting (Genetic algorithm or Levenberg Marquardt). It works in the IGOR Pro environment (TM Wavemetrics).


Platforms: Windows, Mac, Linux

A hierarchical representation language for music, which can be used as a human algorithmic composition tool or as a semi-automated composition tool using a genetic algorithm with human listeners as the fitness function.


Platforms: Windows, Mac, Linux

POGA - Parameter's Optimization by Genetic Algorithm - Developed by Leonardo Santos (LAC-INPE :: santoslbl@gmail.com) and José Miranda (IF-UFBA :: vivas@ufba.br). 114 Downloads of the first version. Second version avaliable.


Platforms: Windows, Mac, Linux

This easy to run and change program for developers, it contains several evolutionary based strategies allowing you try among some function samples


Platforms: Windows, Mac, Linux

Finds a (near) optimal solution to a variation of the "open" 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 unique individual cities without returning to the starting location).Each salesman starts at the...


Platforms: Windows, Mac, *nix, Matlab, BSD Solaris