Advances in learning classifier systems : 4th International Workshop, IWLCS 2001, San Francisco, CA, USA, July 7-8, 2001 : revised papers

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Advances in learning classifier systems : 4th International Workshop, IWLCS 2001, San Francisco, CA, USA, July 7-8, 2001 : revised papers / Pier Luca Lanzi, Wolfgang Stolzmann, Stewart W. Wilson (eds.)

資料種別:

図書

出版情報:

Berlin ; Tokyo : Springer, c2002

形態:

viii, 229 p. ; 24 cm

シリーズ名:

Lecture notes in computer science ; 2321 . Lecture notes in artificial intelligence <BA00009279>

著者名:

ISBN:

9783540437932 [3540437932]

書誌ID:

BA57252787

子書誌情報

フルテキスト

所蔵情報

他の版・巻

書誌詳細

注記:

Includes bibliographical references and index

主題:

Machine learning; Machine learning--Congresses

言語:

英語

目次情報:

Theory / I：

Biasing Exploration in an Anticipatory Learning Classifier System / Martin V. Butz

An Incremental Multiplexer Problem and Its Uses in Classifier System

Research / Lawrence Davis ; Chunsheng Fu ; Stewart W. Wilson

A Minimal Model of Communication for a Multi-agent Classifier System / Gilles EnÃ©e ; Cathy Escazut

A Representation for Accuracy-Based Assessment of Classifier System

Prediction Performance / John H. Holmes

A Self-Adaptive XCS / Jacob Hurst ; Larry Bull

Two Views of Classifier Systems / Tim Kovacs

Social Simulation Using a Multi-agent Model Based on Classifier Systems: The Emergence of Vacillating Behaviour in the "El Farol" Bar Problem / Luis Miramontes Hercog ; Terence C. Fogarty

Applications / II：

XCS and GALE: A Comparative Study of Two Learning Classifier Systems on Data Mining / Ester BernadÃ³ ; Xavier Llora ; Josep M. Garrell

A Preliminary Investigation of Modified XCS as a Generic Data Mining Tool / Phillip William Dixon ; David W. Corne ; Martin John Oates

Explorations in LCS Models of Stock Trading / Sonia Schulenburg ; Peter Ross

On-Line Approach for Loss Reduction in Electric Power Distribution Networks Using Learning Classifier Systems / PatrÃcia Amancio Vargas ; Christiano Lyra Filho ; Fernando J. Von Zuben

Compact Rulesets from XCSI

Appendix / III：

An Algorithmic Description of ACS2 / Wolfgang Stolzmann

Author Index

Theory / I：

Biasing Exploration in an Anticipatory Learning Classifier System / Martin V. Butz

An Incremental Multiplexer Problem and Its Uses in Classifier System

Research / Lawrence Davis ; Chunsheng Fu ; Stewart W. Wilson

A Representation for Accuracy-Based Assessment of Classifier System

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