Genetic Algorithm Simulations

The Automatic Model Optimization Reference Implementation, AMORI, is a framework that integrates the modelling and the optimization processes by providing a plug-in interface for both. A genetic algorithm and Markov simulations are currently implemented.

GODLIKE (Global Optimum Determination by Linking and Interchanging Kindred Evaluators) compiles various population-based global optimization schemes.It handles both single- and multi-objective optimization, simply by adding additional objective functions.It solves optimization problems using...

Particle swarm optimization is a derivative-free global optimum search algorithm based on the collective intelligence of a large group of intercommunicating entities. The individual particles are simple and primitive, knowing only their own current locations and fitness values, their personal...


Platforms: Matlab

TrendMedium is a trading system for stocks and Forex which works as an add-on for Equis MetaStock. The system is based on revolutionary genetic algorithm to create "open ephemeral models" that describes the current stock movements and performances.


Platforms: Windows

CTF project is a multi-agent capture-the-flag framework for education. This project was started by Jason Rohrer during the fall of 2000 and was initially used to teach CS 472, Introduction to AI, at Cornell University. A homework assignment was given that asked students to design a CTF agent...


Platforms: *nix

Tablix is a powerful free software kernel for solving general timetabling problems. Tablix project uses a coarse-grained parallel genetic algorithm in combination with other techniques to construct sensible timetables from XML formatted problem descriptions. Tablix can run on a single host as...


Platforms: *nix

Expert Blackjack (previously Ultimate Blackjack) is designed to provide the feel of a gambling casino with realistic card dealing at a table with six players whose chips move across the table when hands are won or lost. The user can learn to play Blackjack better, by having a hint window...


Platforms: Mac

breveCreatures is a screensaver that simulates the evolution of virtual creatures in a physically simulated 3D world. Beginning initially with random creatures, the screensaver uses a genetic algorithm to develop creatures capable of realistic locomotion behaviors. The concept and algorithms...


Platforms: Mac

If you need to plan and optimize goods delivery to customers with respect to weight of cargo for each customer , vehicle capacity and time requirements , this program can help you. Program can handle several identical vehicles for serving required number of customers. It plans route for each...


Platforms: Windows

JDBC and ODBC APIs are supported. Embedded and server modes are available. A Web console application is included. Clustering is supported. This is a client/server application, so both a server and a client (a browser) are required to run it. If you start the server, you may get a security...


Platforms: Windows

Game Toolbox is a C# assembly designed to facilitate the creation of games and game prototypes. It contains no graphics code, does not depend on XNA, and is Mono-compatible. It provides implementations of A*, GOAP, a genetic algorithm, and more.


Platforms: Windows, Mac, Linux

Audio Analysis/Resynthesis the way Darwin would have done it if he were only into computer music. Using a genetic algorithm to evolve a sinusoidal/noise based sound model, create variations as the audio chromosome of a sound's family tree progresses.


Platforms: Mac

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

Java port and extension of MLC++ 2.0 by Kohavi et al. Currently contains ID3, C4.5, Naive (aka Simple) Bayes, and FSS and CHC (genetic algorithm) wrappers for feature selection. WEKA 3 interfaces are in development.


Platforms: Windows, Mac, Solaris, Linux

GODLIKE (Global Optimum Determination by Linking and Interchanging Kindred Evaluators) is a generization of various population-based global optimization schemes. Also, it handles both single- and multi-objective optimization, simply by adding additional objective functions.GODLIKE solves...


Platforms: Matlab

The purpose of Input Shaping is to filter out big changes (typically steps) in the reference signal of a closed-loop system which excite all the modes of the plant causing relevant snap overshoots and oscillations in the response.The underlying working principle is to apply the step in subsequent...


Platforms: Matlab

Dynamic Bayesian networks (DBN) are widely applied in modeling various biological networks, including the gene regulatory network. Due to several NP-hardness results on learning static Bayesian network, most methods for learning DBN are heuristic, that employ either local search such as greedy...


Platforms: Matlab

ECsPy (Evolutionary Computations in Python) is a free, open source framework for creating evolutionary computations in Python. Additionally, ECsPy provides an easy-to-use canonical genetic algorithm (GA), evolution strategy (ES), estimation of distribution algorithm (EDA), differential evolution...


Platforms: *nix

Optimization Algorithm Toolkit is a workbench and toolkit for developing, evaluating, and playing with classical and state-of-the-art optimization algorithms on standard benchmark problem domains; including reference algorithm implementations, graphing, visualizations and much more. The project...


Platforms: *nix

Algorithm::MatchingModel is a perl library for running match simulations and statistics for two-sided matching problems. It includes classes for a preference factory, algorithm plug-ins, and gathering statistics between rounds.


Platforms: Windows, Mac, Linux