Genetic Algorithms

The following dissertation outlines one possible answer to this question, including an example game-like problem and a Genetic Algorithm (GA) inspired solution. The Genetic Algorithm described acts upon a population of game playing computer agents. Each agent contains a set of expressible... Platforms: Mac

JOpt.SDK is a tour optimization JAVA library that 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 each tour. You may... Platforms: *nix

A.I. Solver Studio is a unique pattern recognition application that deals with finding optimal solutions to classification problems and uses several powerful and proven artificial intelligence techniques including neural networks, genetic programming and genetic algorithms. No special knowledge... Platforms: Windows

DREAM Tool is a generic framework that aims at providing a common semantic domain which can express several (real-time, power consumption, resource) constraints. The semantic domain has an executable C++ model which has been semantically anchored to the hybrid automata formalism. Although the... Platforms: *nix

Evocosm is a C++ Framework for Evolutionary Computing library. Evocosm is a set of classes that abstract the fundamental components of an evolutionary algorithm. Ill list the components here with a bit of introduction; you can review the details of the classes by downloading the code archives... Platforms: *nix

JOpt.ASP is a consistent advancement of JOpt.NET and exposes the unique JOpt vehicle routing capabilities via standard HTTP/SOAP interfaces. JOpt.ASP has been designed for enterprise applications and webbased solutions that are based on ASP.NET. JOpt.ASP provides its optimization facilities... Platforms: Windows

JCLEC is a tool designed for Evolutionary Computation (EC) research, that was developed using the Java programming language. JCLEC was built in order to provide a high-level software environment to do any kind of Evolutionary Algorithm (EA). The tool offers support for genetic algorithms... Platforms: Windows

Fityk [fi:tik] is a program for data processing and nonlinear curve fitting. It is primarily used... * by scientists who analyse data from powder diffraction, chromatography, photoluminescence and photoelectron spectroscopy, infrared and Raman spectroscopy, and other experimental techniques,... Platforms: Windows, Mac, *nix, C/C++, BSD Solaris

This is a compiler which produces ANNs out of a simple, procedural programming language. Those programs can then be subject to genetic algorithms and neuro-evolution to enhance them automatically. Platforms: Windows, Mac, BSD, Linux

The C++ library Geneva allows to run large scale parametric optimization problems. It can run in serial or multi-threaded mode or in a networked environment. The library currently covers Evolutionary Strategies, Genetic Algorithms and mixed scenarios. Platforms: Mac, BSD, Linux

JAS is a java library for creating agent based simulations. It features a discrete-event time engine, APIs for network simulation design, powerful yet easy-to-use implementations of Genetic Algorithms and Neural Networks. Platforms: Windows, Mac, Linux

A collection of portfolio management components. Sharpe Model for selection of an initial portfolio is already implemented. A genetic algorithms package, also written in java, is used for the search of the best portfolio variants. Platforms: Windows, Mac, Linux

An artificial intelligence library focused for developers. Contains implementations of fuzzy logic (Mandiani's inference), genetic algorithms, ant colony optimization,neural networks (Perceptron, MLP, Adaline, RBF, LVQ, Hebb, Kohonen, et al). Platforms: Windows, Mac, Linux

Pure Java full-featured multi-player gaming systemPluggable, configurable game engineDistributable, load-balancing, 'world engine'.flocking, Genetic Algorithms and neural networks3D clients, ZMUD(tm) clients, regular TELNET access (TCP/UDP Platforms: Windows, Mac, Linux

Frontline Systems developed the original Solver for Excel on both Macintosh and Windows. For many years, we've offered Solver upgrades for Windows users, that have gotten more and more powerful over time -- but we haven't been active on the Mac. We're now applying more development resources to... Platforms: Mac

Evolutionary optimization methods, inspired from natural processes, have shown good performance in solving complex optimization problems. For example, genetic algorithms (inspired from biological evolution of human and other species), ant colony optimization (based on ants effort to find optimal... Platforms: Matlab

These files are the MATLAB code for "Imperialist Competitive Algorithm (ICA)" which in some papers is referred by "Colonial Competitive Algorithm CCA".Evolutionary optimization methods, inspired from natural processes, have shown good performance in solving complex optimization problems. For... Platforms: Matlab

Kandid is a system to evolve graphics. Graphics, in Kandid, is not drawn by hand. Instead new forms can be found using genetic algorithms. To achieve this aim Kandid simulates evolution using sexual reproduction and populations. But there is no fitness function in side the program. Only the user... Platforms: *nix

PolyPlanet is an evolutionary playground inspired by Polyworld. It uses genetic algorithms to evolve the world and its inhabitants. Current inhabitants include PolyPlants, PolyTrees, and PolyDudes that have neural network brains which also evolve. Platforms: *nix

Parallel Genetic Algorithm Library (or PGAL for short) is a C++ toolkit for simply, efficiently, and swiftly producing genetic algorithm code that works across multiple processors. This is useful not only for those with multi-processor computers, but also for distributed and cluster computing... Platforms: *nix