Computational Intelligence in Games

• Corporate Author: SpringerLink (Online service)
• Other Authors: Baba, Norio (Editor, http://id.loc.gov/vocabulary/relators/edt)
• Format: Electronic eBook
• Language: English
• Published: Heidelberg : Physica-Verlag HD : Imprint: Physica, 2001.
• Edition: 1st ed. 2001.
• Series: Studies in Fuzziness and Soft Computing, 62
• Subjects: Artificial intelligence.; Economic theory.; Computational complexity.; Artificial Intelligence.; Economic Theory/Quantitative Economics/Mathematical Methods.; Complexity.
• Physical Description: XII, 161 p. online resource.
• ISBN: 9783790818338
• ISSN: 1434-9922 ;
• DOI: 10.1007/978-3-7908-1833-8

The recent advances in computational intelligence paradigms have generated tremendous interest among researchers in the theory and implementation of games. Game theory involves the mathematical calculations and heuristics to optimize the efficient lines of play. This book presents the main constituents of computational intelligence paradigms including knowledge representation, probability-based approaches, fuzzy logic, neural networks, genetic algorithms, and rough sets. It includes a new approach of evolving a neural network to play checkers without human expertise. The book will be useful to researchers and practitioners who are interested in developing game techniques in computational intelligence environment.