Title :
Linkage identification based on epistasis measures to realize efficient genetic algorithms
Author :
Munetomo, Masaharu
Author_Institution :
Center for Inf. & Multimedia Studies, Hokkaido Univ., Sapporo, Japan
fDate :
6/24/1905 12:00:00 AM
Abstract :
Genetic algorithms (GAs) process building blocks (BBs) mixed and tested through genetic recombination operators. To realize effective BB processing, linkage identification, which detects a set of tightly linked loci, is essential. This paper proposes linkage identification with epistasis measures (LIEM), which detects linkage groups based on a pair-wise epistasis measure
Keywords :
genetic algorithms; identification; mathematical operators; LIEM; building blocks; genetic algorithms; genetic recombination operators; linkage group detection; linkage identification; pairwise epistasis measure; tightly linked loci; Couplings; Design optimization; Encoding; Gene expression; Genetic algorithms; Genetic mutations; History; Integrated circuit testing; Robustness;
Conference_Titel :
Evolutionary Computation, 2002. CEC '02. Proceedings of the 2002 Congress on
Conference_Location :
Honolulu, HI
Print_ISBN :
0-7803-7282-4
DOI :
10.1109/CEC.2002.1004436
