- Shopping Bag ( 0 items )
Other sellers (Paperback)
-
All (8) from $29.89
-
New (5) from $47.17
-
Used (3) from $29.89
More About This Textbook
Overview
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.
Product Details
Table of Contents
LCS and Related Methods
Speeding Up Matching in Learning Classifier Systems Using Cuda Pier-Luca Lanzi Daniele Loiacono 1
Evolution of Interesting Association Rules Online with Learning Classifier Systems Albert Orriols-Puig Jorge Casillas 21
Coevolution of Pattern Generators and Recognizers Stewart W. Wilson 38
Function Approximation
How Fitness Estimates Interact with Reproduction Rates: Towards Variable Offspring Set Sizes in XCSF Patrick 0. Stalph Martin V. Butz 47
Current XCSF Capabilities and Challenges Patrick 0. Stalph Martin V. Butz 57
Lcs in Complex Domains
Recursive Least Squares and Quadratic Prediction in Continuous Multistep Problems Daniele Loiacono Pier-Luca Lanzi 70
Use of a Connection-Selection Scheme in Neural XCSF Gerard David Howard Larry Bull Pier-Luca Lanzi 87
Building Accurate Strategies in Non Markovian Environments without Memory Gilles énée Mathias Péroumalnaik 107
Classification Potential vs. Classification Accuracy: A Comprehensive Study of Evolutionary Algorithms with Biomedical Datasets Ajay Kumar Tanwani Muddassar Farooq 127
Applications
Supply Chain Management Sales Using XCSR María Franco Ivette Martínez Celso Gorrin 145
Identifying Trade Entry and Exit Timing Using Mathematical Technical Indicators in XCS Richard Preen 166
On the Homogenization of Data from Two Laboratories Using Genetic Programming Jose G. Moreno-Torres Xavier Llorà David E. Goldberg Rohit Bhargava 185
Author Index 199