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Rule-based evolutionary online learning systems : a principled approach to LCS analysis and design

Rule-based evolutionary online learning systems : a principled approach to LCS analysis and design

자료유형
단행본
개인저자
Butz, Martin V.
서명 / 저자사항
Rule-based evolutionary online learning systems : a principled approach to LCS analysis and design / Martin V. Butz.
발행사항
Berlin :   Springer ,   c2006.  
형태사항
xxi, 266 p. : ill. ; 24 cm.
총서사항
Studies in fuzziness and soft computing ; v. 191
ISBN
3540253793 (hd.bd.)
서지주기
Includes bibliographical references and index.
일반주제명
Machine learning.
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504 ▼a Includes bibliographical references and index.
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소장정보

No. 소장처 청구기호 등록번호 도서상태 반납예정일 예약 서비스
No. 1 소장처 과학도서관/Sci-Info(2층서고)/ 청구기호 006.31 B989r 등록번호 121130577 도서상태 대출가능 반납예정일 예약 서비스 B M

컨텐츠정보

목차

Prerequisites.- Simple Learning Classifier Systems.- The XCS Classifier System.- How XCS Works: Ensuring Effective Evolutionary Pressures.- When XCS Works: Towards Computational Complexity.- Effective XCS Search: Building Block Processing.- XCS in Binary Classification Problems.- XCS in Multi-Valued Problems.- XCS in Reinforcement Learning Problems.- Facetwise LCS Design.- Towards Cognitive Learning Classifier Systems.- Summary and Conclusions.


정보제공 : Aladin

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