Genetic Algorithm Flight Control

ga-flamoot is a genetic algorithm in Python for evolving programs that write a given string to an allocated dataspace, using a made-up machine language with only 7 instructions and flow reversal. Platforms: *nix

MicroGear is an aerial robotics application that is robust, highly capable, highly configurable, open, and interfaceable. Along with high levels of capability, MicroGear focuses on robustness, high performance, and minimal memory and disk footprints. Platforms: *nix

Files used in the Webinar "Developing a Financial Market Index Tracker using MATLAB OOP and Genetic Algorithms"The zip file contains the data and files used to develop an application to track a market index using Genetic algorithm. The initial algorithm is then wrapped up in MATLAB OOP to create... Platforms: Matlab

NSGA-II is a very famous multi-objective optimization algorithm. I submitted an example previously and wanted to make this submission useful to others by creating it as a function. Even though this function is very specific to benchmark problems, with a little bit more modification this can be... Platforms: Matlab

Conventional optimization algorithms using linear and non-linear programming sometimes have difficulty in finding the global optima or in case of multi-objective optimization, the pareto front. A lot of research has now been directed towards evolutionary algorithms (genetic algorithm, particle... Platforms: Matlab

This zip file contains the Presentation (PDF) and M-files that were demonstrated in the MathWorks Webinar: Using Genetic Algorithms in Financial Applications delivered on Dec 11 2007.The purpose of the webinar was to highlight how Genetic Algorithms may be used to supplement portfolio... Platforms: Matlab

GeneThello , is an acronym for genetic othello, an othello (reversi) playing program which based on Genetic Algorithm (GA). In principle GeneThello consist of an othello program and a genetic algorithm system. Platforms: Mac

Crogai consists of a mixture of crowd simulation, AI, and genetic algorithms. It is possible to set up simulations and test different AI in a full 3D environment with a small physics engine, terrain, collision handling, etc. Crogai is inspired by the OpenSteer projet and uses steering behaviors... Platforms: *nix

Charlemagne is a genetic programming application which aims to be highly configurable and applicable to a broad range of problems.It is written in Python and Lisp and to some degree is extensible in both languages. It features built-in input-output mapping support, but also provides the ability... Platforms: *nix, Python, BSD

M-files accompanying the webinar titled "New Approaches to Constrained Optimization in MATLAB" held on November 05, 2005These files provide what you need to run the two demos:1) The first demo is a demonstration of bound constrained optimization of non-smooth objective function using GA and also... Platforms: Matlab

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

Documentation is still very sparse and any help is appreciated. Otherwise bear with me I hopefully will be able to provide the first properly documented version soon. You can download the latest source code from the sourceforge summary page Some information about the genetic algorithm joint... Platforms: Mac

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

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

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... Platforms: Mac

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

EBook compiler software is a universal tool to make feature-rich presentations and eBooks with easy access and exchange over the Internet. Freeware eBook Maestro offers the full spectrum of options for non-commercial projects. Users, aiming to reach a wider audience with their texts and... Platforms: Windows

Space Commander is a game that aims to be similar to Elite and Privateer, with maybe a bit of Trade Wars thrown in. The project is a remarkably functional space simulation with under 200 lines of code in the main file. DEPENDENCIES You need a recent version of Python and some support... 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