Evolutionary Computation

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

JECO is a Evolutionary Computation Library deveoloped in Java. It includes a variety of evolutionary optimization techniques such as genetic algorithm, genetic programming, evolutionary mapping methods, particle swarm optimization, ant colonies, etc. Platforms: Windows, Mac, Linux

Interactive Evolutionary Computation (IEC) can handle such optimization problems where the objectives are non-commensurable or explicitly/mathematically not available.IEC is a technique from the class of evolutionary algorithms (EAs), whose fitness function is replaced by a human. The human user... Platforms: Matlab

Distributed BEAGLE provides a distributed evolutionary computation system. Distributed BEAGLE is a master-slave distribution extension of the evolutionary computation framework, Open BEAGLE. Its key features are robustness, fault tolerance, adaptability for heterogeneous networks, and... Platforms: *nix

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

Open BEAGLE is a C Evolutionary Computation (EC) framework. It provides an high-level software environment to do any kind of EC, with support for tree-based genetic programming; bit string, integer-valued vector, and real-valued vector genetic algorithms; and evolution strategy.The Open BEAGLE... Platforms: Windows, Mac, *nix, C/C++, BSD Solaris

This project is a complete cross-platform (Windows, Linux) framework for Evolutionary Computation in pure python. See the project site at http://pyevolve.sourceforge.net or the blog at http://pyevolve.sourceforge.net/wordpress Platforms: Windows, Mac, Linux

This function implements a method of using genetic algorithms to optimise the form of a polynomial, i.e. reducing the number of terms required in comparison to a least-squares fit using all possible terms, as described in the following paper:Clegg, J. et al, "The use of a genetic algorithm to... Platforms: Matlab

Computation Job Management (jobman in short) is a program that calls executables according to a given program flow. Each executable is run in a separate process. It is useful when a project needs to carry out a series of calculations that are performed by software written in different languages... Platforms: *nix

CARDboard Illustrative Aid to Computation, or Cardiac, for short was designed as a learning aid in order to teach high school students how computers work. The kit consisted of an instruction manual and a die-cut cardboard "computer". The computer "operated" by means of pencil and sliding... Platforms: Windows

IMAGGS(NUM,DEN) Computation of Im[G(s)]=0 of a LTI system with transfer function defined by its NUM, DEN coefficients.Examples used are form "Computation of Stabilizing PI and PID Controllers" by Nusret Tan, Ibrahim Kaya and Dereck P. Atherton.Method is from "Fast calculation of stabilizing PID... Platforms: Matlab

The Evolutionary Environment (EvENet) provides a P2P Network for guiding the evolution of Software Services and Service Compositions over time. This evolution is based on knowledge sharing and optimised using GA and Agent Systems. It is part of the DBE. Platforms: Windows, Mac, Linux

The aim of this toolbox is to compute blocking probabilities in WDM networks. This work was based on [1], [2], [3], [4] and user is referred to those papers for deeper study.Because WDM networks are circuit switched loss networks blocking may occur because of lack of resources. Also in circuit... Platforms: Matlab

NumExp is a family of open-source applications for numerical computation.It is based on a server with the NumExp core functionalities. This server comunicates with potencial clients using a simple Corba interface. Platforms: *nix, Python, BSD

Grammidity project is a Java-based framework for evolutionary programming. It can be used to evolve solutions to problems, or to evolve "objects" under user control. It has a limitless range of possible applications. This program has been tested on sample projects generating 3D objects and... Platforms: *nix

EASEA project is a language dedicated to the specification of evolutionary algorithms. EAsea Specification of Evolutionary Algorithms (EASEA), is a high-level language dedicated to the specification of evolutionary algorithms. The language and compiler are quite mature. EASEA compiles .ez... 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

JAgents project is a Game theoretic Evolutionary Network Traffic Simulator. JAgents (A Game theoretic Evolutionary Network Traffic Simulator) is a tool for simulating dynamics of selfish users in traffic networks like the Internet. Classical Game Theory has been extensively used to analyze... Platforms: *nix

DNATREE is a computer program that simulates the branching of an evolutionary tree, using a model of random branching of lineages. It then evolves a DNA sequence along this tree, and displays the resulting sequences. The user can save the tree and the sequences if they want to use them in other... Platforms: Windows

DNATREE is a computer program that simulates the branching of an evolutionary tree, using a model of random branching of lineages. It then evolves a DNA sequence along this tree, and displays the resulting sequences. The user can save the tree and the sequences if they want to use them in other... Platforms: Linux