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CAGE: A Tool for Parallel Genetic Programming Applications

CAGE: A Tool for Parallel Genetic Programming Applications

Book SeriesLecture Notes in Computer Science
PublisherSpringer Berlin / Heidelberg
ISSN0302-9743 (Print) 1611-3349 (Online)
VolumeVolume 2038/2001
BookGenetic Programming
DOI10.1007/3-540-45355-5
Copyright2001
ISBN978-3-540-41899-3
DOI10.1007/3-540-45355-5_6
Pages64-73
Subject CollectionComputer Science
SpringerLink DateMonday, January 01, 2001
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CAGE: A Tool for Parallel Genetic Programming Applications

Gianluigi Folino7 Contact Information, Clara Pizzuti7 Contact Information and Giandomenico Spezzano7 Contact Information

(7)  Univ. della Calabria, Via P. Bucci Cubo 41C, 87036 Rende, CS, Italy
Abstract
A new parallel implementation of genetic programming based on the cellular model is presented and compared with the island model approach. Although the widespread belief that cellular model is not suitable for parallel genetic programming implementations, experimental results show a better convergence with respect to the island approach, a good scale-up behaviour and a nearly linear speed-up.

Contact Information Gianluigi Folino
Email: folino@si.deis.unical.it

Contact Information Clara Pizzuti
Email: pizzuti@si.deis.unical.it

Contact Information Giandomenico Spezzano
Email: spezzano@si.deis.unical.it
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