染色体距離に基づく種分化を導入したLinear GP-Hiroshima City University Institutional Repository

Linear Genetic Programming (LGP) has been proposed as an extended GP, in which the individual’s genotype is represented by a linear array. However, LGP also shows premature convergence in early stage of search as well as GP. To solve the problem, we proposed the species-based LGP (SLGP). The speciation is performed based on the chromosomaldistance. By dividing the population to sub-population, SLGP could perform more global search. As the result of experiments, SLGP showed better performance than normal LGP.

Journal Title

2011 IEEE SMC Hiroshima Chapter Young Researchers' Workshop Proceedings = 2011 IEEE SMC Hiroshima Chapter 若手研究会講演論文集

Spage

Epage

Published Date

2011-07

Publisher

IEEE SMC Hiroshima Chapter

Language

jpn

NIIType

Conference Paper

Text Version

著者版

Rights

Copyright by IEEE SMC Hiroshima Chapter. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting or republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.

Relation URL

http://www.smc-hiroshima.info.hiroshima-cu.ac.jp/

Note

2011 IEEE SMC Hiroshima Chapter若手研究会, 2011年7月9日, 広島市立大学

Old URI

http://harp.lib.hiroshima-u.ac.jp/handle/harp/9268

Set

hiroshima-cu