Presentation 1999/5/27
A Mechanism for Efficient Generation of Chained Classifeirs
Soutaro Shimada, Yuichiro Anzai,
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Abstract(in Japanese) (See Japanese page)
Abstract(in English) This paper proposes a new type of classifier systems, operon classifier systems (OC-S), that develop stable Chained classifiers efficiently. In OCS, well-tested chained classifiers are combined into an operon that maintains a chain stable under genetic operations. OCS is applied to boolean function problems, and results show that OCS develops chained classifiers efficiently and robustly.
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Keyword(in English) classifier systems / chaining / niche formation / operon
Paper # AI99-10
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Conference Information
Committee AI
Conference Date 1999/5/27(1days)
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Registration To Artificial Intelligence and Knowledge-Based Processing (AI)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) A Mechanism for Efficient Generation of Chained Classifeirs
Sub Title (in English)
Keyword(1) classifier systems
Keyword(2) chaining
Keyword(3) niche formation
Keyword(4) operon
1st Author's Name Soutaro Shimada
1st Author's Affiliation Department of Computer Science, Keio University()
2nd Author's Name Yuichiro Anzai
2nd Author's Affiliation Department of Computer Science, Keio University
Date 1999/5/27
Paper # AI99-10
Volume (vol) vol.99
Number (no) 95
Page pp.pp.-
#Pages 8
Date of Issue