Title :
Extension of the HCS: multiple HCS
Author :
Kawakami, Hiroshi ; Endo, Satoshi ; Ohuch, Azuma
Author_Institution :
Fac. of Eng., Hokkaido Univ., Sapporo, Japan
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;
Conference_Titel :
SICE '95. Proceedings of the 34th SICE Annual Conference. International Session Papers
Conference_Location :
Hokkaido
Print_ISBN :
0-7803-2781-0
DOI :
10.1109/SICE.1995.526978
