Advances In Learning Classifier Systems学习分类器系统进展

Advances In Learning Classifier Systems学习分类器系统进展 - 图书城

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作者:
Pier L. Lanzi (Editor), Wolfgang Stolzmann (Editor), Stewart W. Wilson (Editor), P.L. Lanzi (Author) 著
ISBN:
9783540424376 , 3540424377
出版社:
Springer
出版日期:
2001-10-1
定价:
827.61
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内容提要:
This subseries of Lecture Notes in Computer Science reports new devel-opments in artificial intelligence research and teaching,quickly,informally,and at a high level,The timeliness of a manuscript is more important than its form,which may be unfinished or tentative.The type of material considered for publication includes.
-drafts of original papers or monographs.
-technical reports of high quality and broad interest,
-advanced-level lectures,
-reports of meetings,provided they are of exceptional interest and focused on a single topic.
Publication of Lecture Notes is inteded as service to the computer science community in that the publisher Springer-Verlag offers global distribution of documents which would otherwise have a restricted readership.One pub-lished and copyrighted they can be cited in the scientific literature.
目录:
Ⅰ Theory
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?
Ⅱ Applications
Applying a Learning Classifier System to Mining Explanatory and Predictive Models from a Large Clinical Database
Strength and Money:An LC S Approach to Increasing Returns
Using Classifier Systems as Adaptive Expert Systems for Control
Mining Oblique Data with XCS
Ⅲ Advanced Architectures
A Study on the Evolution of Learning Classifier Systems
Learning Classifier Systems Meet Multiagent Environments
Ⅳ The Bibliography
A Bigger Learning Classifier Systems Bibliography
Ⅴ Appendix
An Algorithmic Description of XCS
Author Index
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