Result Details
Online CGP generator
Created: 2013
Type
software
Language
English
Authors
Vašíček Zdeněk, doc. Ing., Ph.D., DCSY (FIT)
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.
Keywords
genetic algorithms, genetic programming, cartesian genetic programming, fitness evaluation, acceleration, fitness evaluation acceleration
Location
Domovská stránka nástroje Online CGP Generator se nachází na adrese http://www.fit.vutbr.cz/~vasicek/cgp.
License
Use of the result by another entity is possible without acquiring a license in some cases
License Fee
The licensor does not require a license fee for the result
License Conditions
Projects
Centrum excelence IT4Innovations, MŠMT, Operační program Výzkum a vývoj pro inovace, ED1.1.00/02.0070, start: 2011-01-01, end: 2015-12-31, completed
Natural Computing on Unconventional Platforms, GACR, Standardní projekty, GAP103/10/1517, start: 2010-01-01, end: 2013-12-31, running
Natural Computing on Unconventional Platforms, GACR, Standardní projekty, GAP103/10/1517, start: 2010-01-01, end: 2013-12-31, running
Departments