Changes of Problem Representation
Theory and Experiments
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Word Count
89,250 words, Guess
Page Count
357 pages
Physical Format
Electronic resource
Identifiers
- Internet Archivechangesproblemre00fink
- ISBN-103790817740
- ISBN-103790825182
- ISBN-139783790817744
- ISBN-139783790825183
and 4 more
- OCLC Control Number851375583
- Better World Books9783790825183
- Better World Books9783790817744
- Open LibraryOL27023692M
Classifications
- DDC006.3
- LCCQ334-342
- LCCTJ210.2-211.495
Description
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.
Series Statement
- Studies in Fuzziness and Soft Computing -- 110
Links
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