Projects

Evolving Objects

EO is a template-based, ANSI-C++ evolutionary computation library which helps you to write your own stochastic optimization algorithms insanely fast. With the help of EO, you can easily design evolutionary algorithms that will find solutions to virtually all kind of hard optimization problems ... [More] , from continuous to combinatorial ones. Designing an algorithm with EO consists in choosing what components you want to use for your specific needs, just as building a structure with Lego blocks. [Less]

dANN

The dANN project is a library to help facilitate artificial neural networks within other applications. It is currently written in Java, C++, and C#. However only the java version is currently in active development. If you want to obtain a version other than the java version you will need to get it ... [More] directly from GIT. Our intentions are two fold. First, to provide a powerful interface for programs to include conventional artificial neural network technology into their code. Second, To act as a testing ground for research and development of new AI concepts. We provide new AI technology we have developed, and the latest algorithms already on the market. In the spirit of modular programming the library also provides access to the primitive components giving you greater control. [Less]

vita

Vita is a scalable, high performance C++ environment / toolkit for classification, symbolic regression, content base images retrieval, data mining and agent control.

The Evolutionary Language Framework

Elf is a meta-language framework for genetic programming. Elf provides the infrastructure and basic commands necessary for defining a language, or instruction set, with which to evolve solutions to any algorithmic challenge. Solutions are themselves simple (or complex) programs built from these ... [More] simple assembly-esque languages. Elf also provides tools for generating and improving (via evolution by mutation and selection) a population of candidate solutions. [Less]