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 / edited by Pier L. Lanzi, Wolfgang Stolzmann, Stewart W. Wilson

版:

1st ed. 2002

資料種別:

電子ブック

形態:

VIII, 236 p.

シリーズ名:

Lecture Notes in Artificial Intelligence ; 2321
Lecture Notes in Computer Science ; 2321

著者名:

ISBN:

9783540481041 [3540481044]
9783540830078 [3540830073]
9783540437932 [3540437932]

書誌ID:

EB00005621

子書誌情報

フルテキスト

所蔵情報

書誌詳細

主題:

Artificial Intelligence; Formal Languages and Automata Theory; Humanities and Social Sciences; Theory of Computation

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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