DocumentCode
3509149
Title
Extension of the HCS: multiple HCS
Author
Kawakami, Hiroshi ; Endo, Satoshi ; Ohuch, Azuma
Author_Institution
Fac. of Eng., Hokkaido Univ., Sapporo, Japan
fYear
1995
fDate
26-28 Jul 1995
Firstpage
1615
Lastpage
1618
Abstract
A hierarchically structured classifier system (HCS) has been proposed by Lingyan and Jonathan (1991). The HCS uses structural ties to solve some of the classifier systems instability problems. In HCS, classifiers are grouped into families by relations, and these relations can be the classifier chains or default hierarchies. For large search and solution space problem, the performance of HCS with multiple level is better than ordinary HCS. In this paper, we propose the multiple HCS (mHCS) as an extension of HCS
Keywords
Boolean functions; genetic algorithms; pattern classification; search problems; Boolean functions; classifier chains; classifier systems; genetic algorithm; hierarchically structured classifier system; rule clustering; search problem; solution space problem; Genetic mutations;
fLanguage
English
Publisher
ieee
Conference_Titel
SICE '95. Proceedings of the 34th SICE Annual Conference. International Session Papers
Conference_Location
Hokkaido
Print_ISBN
0-7803-2781-0
Type
conf
DOI
10.1109/SICE.1995.526978
Filename
526978
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