Learning Classifier Systems
11th International Workshop, IWLCS 2008, Atlanta, GA, USA, July 13, 2008, and 12th International Workshop, IWLCS 2009, Montreal, QC, Canada, July 9, 2009, Revised Selected Papers
Published on 26. November 2010
X, 199 pages
978-3-642-17508-4 (ISBN)
Description
This book constitutes the thoroughly refereed joint post-conference proceedings of two consecutive International Workshops on Learning Classifier Systems that took place in Atlanta, GA, USA in July 2008, and
in Montreal, Canada, in July 2009 - all hosted by the Genetic and Evolutionary Computation Conference, GECCO.
The 12 revised full papers presented were carefully reviewed and selected from the workshop contributions. The papers are organized in topical sections on LCS in general, function approximation, LCS in complex domains, and applications.
More details
Series
Language
English
Place of publication
Berlin
Germany
Publishing group
Springer Berlin
Target group
Professional and scholarly
Illustrations
X, 199 p. 55 illus., 27 illus. in color.
File size
8,85 MB
ISBN-13
978-3-642-17508-4 (9783642175084)
DOI
10.1007/978-3-642-17508-4
Schweitzer Classification
Other editions
Additional editions
Jaume Bacardit | Will Browne | Jan Drugowitsch
Learning Classifier Systems
11th International Workshop, IWLCS 2008, Atlanta, GA, USA, July 13, 2008, and 12th International Workshop, IWLCS 2009, Montreal, QC, Canada, July 9, 2009, Revised Selected Papers
Book
01/2011
1st Edition
Springer
€53.49
Shipment within 5-7 days
Content
- Intro
- Preface
- Organization
- Table of Contents
- Speeding Up Matching in Learning Classifier Systems Using CUDA
- Evolution of Interesting Association Rules Online with Learning Classifier Systems
- Coevolution of Pattern Generators and Recognizers
- How Fitness Estimates Interact with Reproduction Rates: Towards Variable Offspring Set Sizes in XCSF
- Current XCSF Capabilities and Challenges
- Recursive Least Squares and Quadratic Prediction in Continuous Multistep Problems
- Building Accurate Strategies in Non Markovian Environments without Memory
- Classification Potential vs. Classification Accuracy: A Comprehensive Study of Evolutionary Algorithms with Biomedical Datasets
- Supply Chain Management Sales Using XCSR
- On the Homogenization of Data from Two Laboratories Using Genetic Programming
- Author Index
