Changes of Problem Representation: Theory and Experiments: 110 (Studies in Fuzziness and Soft Computing, 110) - Hardcover

Fink, Eugene

 
9783790815238: Changes of Problem Representation: Theory and Experiments: 110 (Studies in Fuzziness and Soft Computing, 110)
Hardcover
ISBN 10: 3790815233 ISBN 13: 9783790815238
Publisher: Physica-Verlag GmbH & Co, 2002

Synopsis

The performance of all reasoning systems crucially depends on problem representation: the same problem may be easy or difficult, depending on the way we describe it. Researchers in psychology and artificial intelligence have accumulated much evidence on the importance of appropriate representations for both human and artificial intelligence systems. The book proposes techniques for automatic improvement of problem representation, which are based on integration of multiple learning and problem-solving algorithms. It gives theoretical foundations of the proposed techniques, describes their implementation, and discusses empirical evidence of their utility.

"synopsis" may belong to another edition of this title.

Synopsis

The performance of all reasoning systems crucially depends on problem representation: the same problem may be easy or difficult, depending on the way we describe it. Researchers in psychology and artificial intelligence have accumulated much evidence on the importance of appropriate representations for both human and artificial intelligence systems. The book proposes techniques for automatic improvement of problem representation, which are based on integration of multiple learning and problem-solving algorithms. It gives theoretical foundations of the proposed techniques, describes their implementation, and discusses empirical evidence of their utility.

"About this title" may belong to another edition of this title.

Publisher
Physica-Verlag GmbH & Co
Publication date
2002
Language
English
ISBN 10 
3790815233
ISBN 13 
9783790815238
Binding
Hardcover
Number of pages
371

Other Popular Editions of the Same Title

9783790825183: Changes of Problem Representation: Theory and Experiments: 110 (Studies in Fuzziness and Soft Computing, 110)

Featured Edition

ISBN 10:  3790825182 ISBN 13:  9783790825183
Publisher: Physica, 2010
Softcover