TY - BOOK AU - Lanzi,Pier Luca AU - Stolzmann,Wolfgang AU - Wilson,Stewart W. ED - SpringerLink (Online service) TI - Advances in Learning Classifier Systems: 4th International Workshop, IWLCS 2001 San Francisco, CA, USA, July 7–8, 2001 Revised Papers T2 - Lecture Notes in Computer Science, SN - 9783540481041 AV - Q334-342 U1 - 006.3 23 PY - 2002/// CY - Berlin, Heidelberg PB - Springer Berlin Heidelberg KW - Computer science KW - Artificial intelligence KW - Computer Science KW - Artificial Intelligence (incl. Robotics) KW - Mathematical Logic and Formal Languages KW - Computation by Abstract Devices N1 - Theory -- Biasing Exploration in an Anticipatory Learning Classifier System -- An Incremental Multiplexer Problem and Its Uses in Classifier System Research -- A Minimal Model of Communication for a Multi-agent Classifier System -- A Representation for Accuracy-Based Assessment of Classifier System Prediction Performance -- A Self-Adaptive XCS -- Two Views of Classifier Systems -- Social Simulation Using a Multi-agent Model Based on Classifier Systems: The Emergence of Vacillating Behaviour in the “El Farol” Bar Problem -- Applications -- XCS and GALE: A Comparative Study of Two Learning Classifier Systems on Data Mining -- A Preliminary Investigation of Modified XCS as a Generic Data Mining Tool -- Explorations in LCS Models of Stock Trading -- On-Line Approach for Loss Reduction in Electric Power Distribution Networks Using Learning Classifier Systems -- Compact Rulesets from XCSI -- An Algorithmic Description of ACS2 UR - http://dx.doi.org/10.1007/3-540-48104-4 ER -