Projects

Watchmaker Evolution Framework

Watchmaker is an extensible, high-performance, multi-threaded, object-oriented framework for implementing platform-independent evolutionary computation (genetic algorithms, etc.) in Java. The evolution engine operates on POJOs (Plain Old Java Objects) and does not require that evolved objects ... [More] extend a specific base class nor implement any particular interfaces. This decoupling of framework and application code is achieved via a clean, generics-enabled API and without the need for expensive runtime reflection. [Less]

articomm

Project for creating intelligent agents with evolved neural networks that are visualised using OpenGL. Main purpose is to create communities of agents and observe the way they interact so that it would be possible to compare the results with the ones that are visible in nature. Latest video: http://www.youtube.com/watch?v=QG35FmjFSok

evomorph

Each body part is a box with a joint connecting to other box and a Neural Network that controls the forces acting on the joint. This project uses the ODE (Open Dynamics Engine) and the OpenGL libraries. You can see some videos of evolved creatures here: ... [More] http://atlas.lsc.ic.unicamp.br/~portavales/evomorph-videos/ Papper explaining the idea (portuguese): http://www.students.ic.unicamp.br/~ra023772/evolucao/evolucao_morf.html [Less]

santa-sim

SANTA simulates the evolution of a population of gene sequences forwards through time. It models the underlying biological processes as discrete components; replication (including recombination), mutation, fitness and selection.

gpath

GPath is an evolutionary graph search algorithm that tries to solve the single-source shortest path problem for a graph, in which each node has a coordinate attached. It's based on the idea of chemotaxis, the method by which many single and multi-cellular organisms find their food.

jirafu

Evolutionary art sculpting application

aicube

Fast AI framework for neural and genetic computations.

bipedwalker

A simulated environment to design a walking biped robot.

breve-ruby

DescriptionBindings to use Breve from Ruby. Full simulations can be written in Ruby. This project is actually the foundation of a test implementation of an Evolutionary Computation suite, based on Karl Sims ideas and other's. StatusThis project is being developed on my free time for now, so ... [More] updates wont be frequent. I'll post any news here. You can check the source code out, and try any of the code I'm developing on it. [Less]

ecspy

ECsPy 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 algorithm (DEA), and particle swarm ... [More] optimizer (PSO) for users who don't need much customization. The full documentation can be found at http://mcis.jsu.edu/faculty/agarrett/ecspy. RequirementsLicenseBackgroundPackage StructureExample RequirementsRequires at least Python 2.6. Matplotlib is required if the line plot observer is used. Parallel Python (pp) is required if parallel evaluation is used. LicenseThis package is distributed under the GNU General Public License version 3.0 (GPLv3). This license can [Less]