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Changes of Problem Representation: Theory and Experiments - Eugene Fink
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Eugene Fink:
Changes of Problem Representation: Theory and Experiments - new book

ISBN: 9783790825183

ID: 978379082518

The purpose of our research is to enhance the efficiency of AI problem solvers by automating representation changes. We have developed a system that improves the description of input problems and selects an appropriate search algorithm for each given problem. Motivation. Researchers have accumulated much evidence on the impor­ tance of appropriate representations for the efficiency of AI systems. The same problem may be easy or difficult, depending on the way we describe it and on the search algorithm we use. Previous work on the automatic im­ provement of problem descriptions has mostly been limited to the design of individual learning algorithms. The user has traditionally been responsible for the choice of algorithms appropriate for a given problem. We present a system that integrates multiple description-changing and problem-solving algorithms. The purpose of the reported work is to formalize the concept of representation and to confirm the following hypothesis: An effective representation-changing system can be built from three parts: • a library of problem-solving algorithms; • a library of algorithms that improve problem descriptions; • a control module that selects algorithms for each given problem. Eugene Fink, Books, Computers, Changes of Problem Representation: Theory and Experiments Books>Computers, Springer-Verlag/Sci-Tech/Trade

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Changes of Problem Representation als Buch von Eugene Fink - Eugene Fink
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Eugene Fink:
Changes of Problem Representation als Buch von Eugene Fink - hardcover

2002, ISBN: 9783790825183

ID: 694521697

Changes of Problem Representation:Theory and Experiments Studies in Fuzziness and Soft Computing. Softcover reprint of hardcover 1st ed. 2002. Eugene Fink Changes of Problem Representation:Theory and Experiments Studies in Fuzziness and Soft Computing. Softcover reprint of hardcover 1st ed. 2002. Eugene Fink Bücher > English, International > Gebundene Ausgaben, Physica

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Changes of Problem Representation: Theory and Experiments - Eugene Fink
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Eugene Fink:
Changes of Problem Representation: Theory and Experiments - Paperback

ISBN: 9783790825183

ID: 9783790825183

Changes of Problem Representation: Theory and Experiments Changes-of-Problem-Representation~~Eugene-Fink Technology Programming>Xxxsoftware Engr>* Desc Unknown Paperback, Physica-Verlag HD

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Changes of Problem Representation - Eugene Fink
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Eugene Fink:
Changes of Problem Representation - Paperback

2010, ISBN: 9783790825183

Hardcover, ID: 16179384

Theory and Experiments, Softcover reprint of hardcover 1st ed. 2002, Softcover, Buch, [PU: Physica]

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Changes of Problem Representation - Eugene Fink
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Eugene Fink:
Changes of Problem Representation - new book

ISBN: 9783790825183

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Details of the book
Changes of Problem Representation

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.

Details of the book - Changes of Problem Representation


EAN (ISBN-13): 9783790825183
ISBN (ISBN-10): 3790825182
Hardcover
Paperback
Publishing year: 2010
Publisher: Physica Verlag
372 Pages
Weight: 0,561 kg
Language: eng/Englisch

Book in our database since 12.06.2011 19:42:41
Book found last time on 29.06.2018 12:59:58
ISBN/EAN: 9783790825183

ISBN - alternate spelling:
3-7908-2518-2, 978-3-7908-2518-3


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