Product Details
Online CGP generator
Created: 2013
Czech title
Online CGP generátor
Type
software
License
optional - free
Authors
Vašíček Zdeněk, doc. Ing., Ph.D. (DCSY FIT BUT)
Keywords
genetic algorithms, genetic programming, cartesian genetic programming, fitness evaluation, acceleration, fitness evaluation acceleration
Description
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 contains detailed description of the utilized technique, online generator and downloadable reference implementations for typical application domains.
Location
Online CGP Generator is available at http://www.fit.vutbr.cz/~vasicek/cgp.
Licence
Projects
Natural Computing on Unconventional Platforms (GAP103/10/1517)
The IT4Innovations Centre of Excellence (ED1.1.00/02.0070)
The IT4Innovations Centre of Excellence (ED1.1.00/02.0070)
Departments
Department of Computer Systems FIT BUT (DCSY FIT BUT)