Product Details
Online CGP generator
Created: 2013
genetic algorithms, genetic programming, cartesian genetic programming, fitness
evaluation, acceleration, fitness evaluation acceleration
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.
Domovská stránka nástroje Online CGP Generator se nachází na adrese http://www.fit.vutbr.cz/~vasicek/cgp.
The IT4Innovations Centre of Excellence, MŠMT, Operační program Výzkum a vývoj pro inovace, ED1.1.00/02.0070, start: 2011-01-01, end: 2015-12-31, completed