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

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Advances in learning classifier systems : third international workshop, IWLCS 2000, Paris, France, September 15-16, 2000 : revised papers
Original Title Advances in learning classifier systems : third international workshop, IWLCS 2000, Paris, France, September 15-16, 2000 : revised papers
Author IWLCS 2000 (2000 : Paris, France), Lanzi, Pier Luca, 1967-, Stolzmann, Wolfgang, 1966-, Wilson, Stewart W., 1937-
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Topics Machine learning
Publisher Berlin , New York : Springer
Collection folkscanomy_miscellaneous, folkscanomy, additional_collections
Language English
Book Type EBook
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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 XCSIncludes bibliographical references and index
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