{"title":"Extension of the HCS: multiple HCS","authors":"H. Kawakami, S. Endo, A. Ohuchi","doi":"10.1109/SICE.1995.526978","DOIUrl":null,"url":null,"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.","PeriodicalId":344374,"journal":{"name":"SICE '95. Proceedings of the 34th SICE Annual Conference. International Session Papers","volume":"55 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1995-07-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"SICE '95. Proceedings of the 34th SICE Annual Conference. International Session Papers","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SICE.1995.526978","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2
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.
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