Learning Classifier Systems

5th International Workshop, IWLCS 2002, Granada, Spain, September 7-8, 2002, Revised Papers

Häftad, Engelska, 2003

Av Pier Luca Lanzi, Wolfgang Stolzmann, Stewart W. Wilson

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This book constitutes the refereed proceedings of the 5th International Workshop on Learning Classifier Systems, IWLCS 2003, held in Granada, Spain in September 2003 in conjunction with PPSN VII.The 10 revised full papers presented together with a comprehensive bibliography on learning classifier systems were carefully reviewed and selected during two rounds of refereeing and improvement. All relevant issues in the area are addressed.

Produktinformation

Utgivningsdatum2003-11-24
Mått155 x 233 x 14 mm
Vikt376 g
FormatHäftad
SpråkEngelska
SerieLecture Notes in Computer Science
Antal sidor233
Upplaga2003
FörlagSpringer-Verlag Berlin and Heidelberg GmbH & Co. KG
ISBN9783540205449

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Systemvetenskap och AI inom Data och it
Databaser inom Data och it
Artificiell intelligens inom Data och it

Balancing Specificity and Generality in a Panmictic-Based Rule-Discovery Learning Classifier System.- A Ruleset Reduction Algorithm for the XCS Learning Classifier System.- Adapted Pittsburgh-Style Classifier-System: Case-Study.- The Effect of Missing Data on Learning Classifier System Learning Rate and Classification Performance.- XCS’s Strength-Based Twin: Part I.- XCS’s Strength-Based Twin: Part II.- Further Comparison between ATNoSFERES and XCSM.- Accuracy, Parsimony, and Generality in Evolutionary Learning Systems via Multiobjective Selection.- Anticipatory Classifier System Using Behavioral Sequences in Non-Markov Environments.- Mapping Artificial Immune Systems into Learning Classifier Systems.- The 2003 Learning Classifier Systems Bibliography.