Learning Classifier Systems - Softcover

Softcover

ISBN 10: 3662172569 ISBN 13: 9783662172568

Verlag: Springer, 2014

Inhaltsangabe

Balancing Specificity and Generality in a Panmictic-Based Rule-Discovery Learning Classifier System.- A Ruleset Reduction Algorithm for the XCS Learning Classifier System.- Adapted Pittsburgh-Style Classifier-System: Case-Study.- The Effect of Missing Data on Learning Classifier System Learning Rate and Classification Performance.- XCS's Strength-Based Twin: Part I.- XCS's Strength-Based Twin: Part II.- Further Comparison between ATNoSFERES and XCSM.- Accuracy, Parsimony, and Generality in Evolutionary Learning Systems via Multiobjective Selection.- Anticipatory Classifier System Using Behavioral Sequences in Non-Markov Environments.- Mapping Artificial Immune Systems into Learning Classifier Systems.- The 2003 Learning Classifier Systems Bibliography.

Details zur Ausgabe

• Verlag: Springer
• Erscheinungsdatum: 2014
• Sprache: Englisch
• ISBN 10: 3662172569
• ISBN 13: 9783662172568
• Einband: Taschenbuch
• Anzahl der Seiten: 240
• Herausgeber: Lanzi Pier Luca, Stolzmann Wolfgang, Wilson Stewart W
• Kontakt zum Hersteller: ROXIO; https://www.also.com/ec/cms5/en_6000/6000/index.jsp; ; Friedrich-Karl-Str. 9; Hamburg; 22391; Deutschland