GPalta GPalta is a genetic programming toolbox that aims for simplicity and speed.
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programming genetic genetic programming programming toolbox evolution process control GPalta

GPalta Description

GPalta is a genetic programming toolbox that aims for simplicity and speed. GPalta is a genetic programming toolbox that aims for simplicity and speed.GPalta features tree-based genetic programming, optional strong typing, a multithreaded GUI to control an evolution process, the ability to save evolutions to a file, to be continued at another time and place, and easy interoperability with Matlab.Here are some key features of "GPalta":· Tree based genetic programming· Strongly Typed (optional)· Multithreaded GUI to control an evolution process· Evolutions can be saved to file, and be continued later (and/or elsewhere)· For GP aplications, all you have to do is provide fitness cases, configure some usual GP options and click go (or call evolve from Matlab)· For advanced research, GPalta can be easily extended with custom nodes, fitness, operators, etcGPalta is released under the terms of the GNU General Public License.Requirements:· Java 1.4.2 or laterWhat's New in This Release:· Multi-threaded evaluation of individuals and fitness assignment were added, as well as an experimental implementation of distributed (networked) evaluation.· An implementation of a recently published clustering application and other minor improvements were included.

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