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Changes Of Problem Representation
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ISBN: 9783790815238

ID: 9837728

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. 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. Books, Society and Social Sciences~~Psychology~~Cognition & Cognitive Psychology, Changes Of Problem Representation~~Book~~9783790815238~~Eugene Fink, , , , , , , , , ,

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Changes of Problem Representation: v. 110 - Eugene Fink
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Hardback, [PU: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG], Proposing techniques for automatic improvement of problem representation based on integration of multiple learning and problem-solving algorithms, this title gives theoretical foundations of proposed techniques. It describes their implementation, and discusses empirical evidence of their utility., Artificial Intelligence

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Changes of Problem Representation Theory and Experiments 1st Edition - Eugene Fink
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ISBN: 9783790815238

ID: 717146424

NA Decision Making & Problem Solving, Human Resources, Experiments, Psychology, Intelligence, Inte, Physica Verlag

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Changes of Problem Representation Theory and Experiments 1st Edition - Eugene Fink
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Changes of Problem Representation Theory and Experiments 1st Edition Author :Eugene Fink 9783790815238 3790815233

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2002, ISBN: 9783790815238

ID: 4707473

Theory and Experiments, 2002, Hardcover, Buch, [PU: Physica]

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Changes of Problem Representation
Autor:

Fink, Eugene

Titel:

Changes of Problem Representation

ISBN-Nummer:

9783790815238

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.

Detailangaben zum Buch - Changes of Problem Representation


EAN (ISBN-13): 9783790815238
ISBN (ISBN-10): 3790815233
Gebundene Ausgabe
Erscheinungsjahr: 2002
Herausgeber: Physica Verlag
372 Seiten
Gewicht: 0,719 kg
Sprache: eng/Englisch

Buch in der Datenbank seit 10.01.2007 17:43:07
Buch zuletzt gefunden am 13.10.2016 21:52:03
ISBN/EAN: 9783790815238

ISBN - alternative Schreibweisen:
3-7908-1523-3, 978-3-7908-1523-8

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