Genetic Algorithms Software
optiGA for VB is an ActiveX control (OCX) for the implementation of Genetic Algorithms (GA). No matter what is the nature of your optimization problem might be, optiGA is a generic control that will perform the Genetic run for you. With very little coding needed, you can be up and running in no time. Just define your variables (binary, real or
Free download of optiGA - Genetic Algorithms ActiveX Control 2.0.1, size
This project aims to create an open source Genetic Algorithms (GA) library for the IBM Cell BE processor. A well-documented implementation of GAs is provided, along with a number of sample fitness functions illustrating how to use the GA library.
Freeware download of Genetic Algorithms for IBM CBE processor 1.0, size
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.
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JGAL is a Java Genetic Algorithms Library.
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An optimized java library for Genetic Algorithms. The library is designed to be fast and memory light, but still very easy to use.
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simple but powerful, open source, c++ Genetic Algorithms class library for optimization and search purposes.
Genetic Algorithms Class Library 1.0 License - Public Domain
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Protein Folding by Genetic Algorithms uses evolutionary computing methods to predict a tertiary protein conformation using only the known aminoacid sequence of the protein.
Protein Folding by Genetic Algorithms 1.0 License - Common Public License 1.0
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Open Genetic Algorithm Toolbox was developed as an accessible MATLAB tool that allows you to run a Genetic Algorithms on any problem you want to model.
Genetic Algorithms are search heuristics developed to find solutions to any problem through bio-inspired heuristics.
Now, you can use this accessible toolbox to quickly find
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FGA (Fast Genetic Algorithm) is a simple yet powerful implementation of Genetic Algorithms. The library provides many variants of crossover and selection procedures, and a parallel version of the algorithm is included.
Freeware download of FGA - Fast Genetic Algorithm 1.4, size
Galileo is a library for developing custom distributed Genetic Algorithms developed in Python. It provides a robust set of objects that can be used directly or as the basis of derived objects. Its modularity makes it easy to extend the functionality. The
Freeware download of Galileo: a Distributed Genetic Algorithm 1.0, size
Genetic Algorithms General Solver (GAGENES) is a C++ implementation of the Genetic algorithm concept.
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PGAF provides a framework tuned, user-specific Genetic Algorithms by handling I/O, UI, and parallelism. It is designed for optimizing functions that take a "very long time" to evaluate.
Freeware download of Parallel Genetic Algorithm Framework 1.0, size
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.
Freeware download of Python Neural Genetic Algorithm Hybrids 0.3.0, size
Based on the introduction of Genetic Algorithms in the excellent book "Collective Intelligence" I have put together some python classes to extend the original concepts.
A Genetic Algorithm Framework in Python 1.0 License - GNU General Public License (GPL)
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Solving Genetic Algorithms in a distributed processing system. Developed in python with sockets.
Genetic Server 1.0 License - Public Domain
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GAtree is a decision tree builder that uses Genetic Algorithms.The idea behind it is rather simple but powerful. Instead of using statistic metrics that are biased towards specific trees we use a more flexible global metric of tree quality and we try to evolve the best decision tree. Gatree offers some unique features not to be found in any other
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optiDesigner is a Windows software for the optimal design of water distribution systems using 'Genetic Algorithms' (GA).The program uses EPANET (a hydraulic simulator distributed by the US EPA).optiDesigner will design the system pipes and find their minimal cost under a set of constraints like:- Minimal and maximal pressures at networks nodes.-
Free download of optiDesigner - Hard copy edition 1, size
JOpt.SDK is a geographic route scheduling and optimization Java library for automatic resource and transportation planning. It uses specialized Genetic Algorithms to calculate an optimized allocation of orders and stops to mobile resources. The algorithm not only provides tours at minimum costs but also considers an arbitrary set of constraints for
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BehaviorSearch is a software tool to help with automating the exploration of agent-based models (ABMs), by using Genetic Algorithms and other heuristic techniques to search the parameter-space.
BehaviorSearch interfaces with the popular NetLogo ABM development platform, to provide a low-threshold way to search for combinations of model
Freeware download of BehaviorSearch 0.7, size
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.
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