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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

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 prob… More...

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Changes of Problem Representation - Paperback

ISBN: 9783790825183

Paperback, [PU: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG], The purpose of our research is to enhance the efficiency of AI problem solvers by automating representation changes. … More...

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

2002

ISBN: 3790825182

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Changes of Problem Representation ab 176.49 € als Taschenbuch: Theory and Experiments. Softcover reprint of hardcover 1st ed. 2002. Aus dem Bereich: Bücher, Ratgeber, Computer & Internet,… More...

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Eugene Fink:
Changes of Problem Representation - Paperback

2010, ISBN: 9783790825183

Hardcover

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

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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: Theory and Experiments

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: Theory and Experiments


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

Book in our database since 2011-06-12T18:42:41+01:00 (London)
Detail page last modified on 2024-02-16T09:28:47+00:00 (London)
ISBN/EAN: 9783790825183

ISBN - alternate spelling:
3-7908-2518-2, 978-3-7908-2518-3
Alternate spelling and related search-keywords:
Book author: fink eugen
Book title: representation theory


Information from Publisher

Author: Eugene Fink
Title: Studies in Fuzziness and Soft Computing; Changes of Problem Representation - Theory and Experiments
Publisher: Physica; Physica
358 Pages
Publishing year: 2010-10-21
Heidelberg; DE
Printed / Made in
Weight: 0,569 kg
Language: English
160,49 € (DE)
164,99 € (AT)
177,00 CHF (CH)
POD
XIII, 358 p.

BC; Artificial Intelligence; Hardcover, Softcover / Informatik, EDV/Informatik; Künstliche Intelligenz; Verstehen; Extension; Performance; STRIPS; algorithm; algorithms; artificial intelligence; artificial intelligence system; intelligence; learning; Cognitive Psychology; Artificial Intelligence; Cognitive Psychology; Kognitive Psychologie; BB

I. Introduction.- 1. Motivation.- 2. Prodigy search.- II. Description changers.- 3. Primary effects.- 4. Abstraction.- 5. Summary and extensions.- III. Top-level control.- 6. Multiple representations.- 7. Statistical selection.- 8. Statistical extensions.- 9. Summary and extensions.- IV. Empirical results.- 10. Machining Domain.- 11. Sokoban Domain.- 12. Extended Strips Domain.- 13. Logistics Domain.- Concluding remarks.- References.

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