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Advances in learning classifier systems : third international workshop, IWLCS 2000, Paris, France, September 15-16, 2000 : revised papers by IWLCS 2000 (2000 : Paris, France)

Book Information

TitleAdvances in learning classifier systems : third international workshop, IWLCS 2000, Paris, France, September 15-16, 2000 : revised papers
CreatorIWLCS 2000 (2000 : Paris, France), Lanzi, Pier Luca, 1967-, Stolzmann, Wolfgang, 1966-, Wilson, Stewart W., 1937-
Year2001
PPI300
PublisherBerlin ; New York : Springer
LanguageEnglish
Mediatypetexts
SubjectMachine learning
ISBN3540424377
Collectionjournals_contributions, journals
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Identifierspringer_10.1007-3-540-44640-0
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Advances in Learning Classifier Systems: Third International Workshop, IWLCS 2000 Paris, France, September 15–16, 2000 Revised PapersAuthor: Pier Luca Lanzi, Wolfgang Stolzmann, Stewart W. Wilson Published by Springer Berlin Heidelberg ISBN: 978-3-540-42437-6 DOI: 10.1007/3-540-44640-0Table of Contents:An Artificial Economy of Post Production Systems Simple Markov Models of the Genetic Algorithm in Classifier Systems: Accuracy-Based Fitness Simple Markov Models of the Genetic Algorithm in Classifier Systems: Multi-step Tasks Probability-Enhanced Predictions in the Anticipatory Classifier System YACS: Combining Dynamic Programming with Generalization in Classifier Systems A Self-Adaptive Classifier System What Makes a Problem Hard for XCS? Applying a Learning Classifier System to Mining Explanatory and Predictive Models from a Large Clinical Database Strength and Money: An LCS Approach to Increasing Returns Using Classifier Systems as Adaptive Expert Systems for Control Mining Oblique Data with XCS A Study on the Evolution of Learning Classifier Systems Learning Classifier Systems Meet Multiagent Environments A Bigger Learning Classifier Systems Bibliography An Algorithmic Description of XCS, Includes bibliographical references and index