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]
Java framework for applying optimization algorithms like Evolutionary Algorithms, Particle Swarm Optimizers, or Simulated Annealing to arbitrary optimization problems.
DEAP is a novel evolutionary computation framework for rapid prototyping and testing of ideas. It seeks to make algorithms explicit and data structures transparent. It works in perfect harmony with parallelization mechanism such as multiprocessing and SCOOP. The following documentation presents the
... [More] key concepts and many features to build your own evolutions. [Less]
Vita is a scalable, high performance C++ genetic programming / genetic algorithms framework.
It's suitable for classification, symbolic regression, content base image retrieval, data mining and agent control.
An efficient, stable research evolutionary computation and genetic programming research toolkit written in Java. Download at the ECJ Home Page, not here. This is an old repository. For the latest CVS repository, go to the ECJ repository at java.dev
Meta-optimizing semantic evolutionary search (MOSES) is a new approach to program evolution, based on representation-building and probabilistic modeling. MOSES has been successfully applied to solve hard problems in domains such as computational biology, sentiment evaluation, and agent control.
... [More] Results tend to be more accurate, and require less objective function evaluations, in comparison to other program evolution systems. Best of all, the result of running MOSES is not a large nested structure or numerical vector, but a compact and comprehensible program written in a simple Lisp-like mini-language.
For more information see: http://metacog.org/doc.html.
Interested C++ developers, please drop in at #opencog on IRC.freenode.net. [Less]
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