software

Online CGP Generator is a tool that enables users easily generate an accelerated implementation of Cartesian Genetic Programming (CGP). The main advantage of the proposed tool is the possibility to obtain such a CGP implementation that exactly meets the requirements of a target application. The acceleration is based on translation of the CGP phenotype to a binary machine code that is consequently executed. The key feature of the system is that the introduction of the translation mechanism into common fitness evaluation procedure requires only very marginal knowledge of target CPU instruction set. The whole translation routine is generated automatically. Webpage (http://www.fit.vutbr.cz/~vasicek/cgp)contains detailed description of the utilized technique, online generator and downloadable reference implementations for typical application domains.

genetic algorithms, genetic programming, cartesian genetic programming, fitness evaluation, acceleration, fitness evaluation acceleration

1. 1. 2013

Domovská stránka nástroje Online CGP Generator se nachází na adrese http://www.fit.vutbr.cz/~vasicek/cgp. 

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https://www.fit.vut.cz/research/product/353/