Multiobjective Genetic Algorithm

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...

The binary and source code for this program may be freely modified and redistributed so long as you follow the terms laid out in the Open Song Composer License. Open Song Composer is a free music generator written in Java. It uses a genetic algorithm constraind by music theory to learn from user...

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...


Platforms: Windows, Mac, *nix, Matlab, BSD Solaris

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

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.


Platforms: Windows, Mac, Linux

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