Genetic Algorithm Simulations
The user has to supply the fixed ending points before the script can be ran. Requirements: - MATLAB 7.6 or higher
Platforms: Windows, Mac, *nix, Matlab, BSD Solaris
License: Freeware | Download (62): Fixed Endpoints Open Traveling Salesman Problem - Genetic Algorithm Download |
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...
Platforms: Windows, Mac, *nix, Matlab, BSD Solaris
License: Freeware | Download (50): Multiple Variable Traveling Salesmen Problem - Genetic Algorithm Download |
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
License: Freeware | Size: 10 KB | Download (39): TurboGA: A Simple Genetic Algorithm With a Powerful Performance Enhancing Tweak Download |
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
License: Shareware | Cost: $0.00 USD | Size: 20.48 KB | Download (43): 2d bin packing problem with genetic algorithm Download |
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
License: Shareware | Cost: $0.00 USD | Size: 10 KB | Download (47): MDMTSPV_GA - Multiple Depot Multiple Traveling Salesmen Problem solved by Genetic Algorithm Download |
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 (40): Simple example of genetic algorithm for optimization problems Download |
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
License: Shareware | Cost: $0.00 USD | Size: 102.4 KB | Download (49): Travelling salesman problem with Genetic algorithm Download |
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
License: Freeware | Size: 103 KB | Download (99): PixureSaver Download |
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
License: Freeware | Size: 232 KB | Download (45): GA7 Stock Forecaster Download |
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
License: Freeware | Size: 509.41 KB | Download (51): Darwin: Evolutionary Computation in Java Download |
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
License: Freeware | Size: 12.53 MB | Download (49): EGA Download |
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
License: Freeware | Size: 3.42 MB | Download (48): Evolve Download |
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
License: Freeware | Size: 29.68 KB | Download (59): JNSGA2 Download |
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
License: Freeware | Size: 27.64 KB | Download (44): MAGMA Download |
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
License: Freeware | Size: 1.98 MB | Download (47): Molevolve Download |
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
License: Freeware | Size: 8.84 MB | Download (46): Motofit Download |
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
License: Freeware | Size: 21.4 MB | Download (52): MusicGenie Download |
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
License: Freeware | Size: 16.35 KB | Download (47): POGA Download |
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
License: Freeware | Size: 118.72 KB | Download (52): Research Genetic Algorithm Tool Download |
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
License: Freeware | Download (53): Fixed Start Open Multiple Traveling Salesmen Problem - Genetic Algorithm Download |