ISBN: 9783790825183

By Eugene Fink. Author Eugene Fink. I. Introduction. Prodigy search. Primary effects. Summary and extensions. Multiple representations. Statistical selection. The Nile on… More...

By Eugene Fink. Author Eugene Fink. I. Introduction. Prodigy search. Primary effects. Summary and extensions. Multiple representations. Statistical selection. The Nile on eBay   FREE SHIPPING UK WIDE   Changes of Problem Representation by Eugene Fink 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. FORMATPaperback LANGUAGEEnglish CONDITIONBrand New Publisher 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. Notes Springer Book Archives Table of Contents 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. Promotional Springer Book Archives Long Description 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 Details ISBN3790825182 Author Eugene Fink Publisher Springer-Verlag Berlin and Heidelberg GmbH & Co. KG Series Studies in Fuzziness and Soft Computing Year 2010 ISBN-10 3790825182 ISBN-13 9783790825183 Format Paperback Publication Date 2010-10-21 Imprint Physica-Verlag GmbH & Co Place of Publication Heidelberg Country of Publication Germany Birth 1969 Edition 1st Short Title CHANGES OF PROBLEM REPRESENTAT Language English Media Book Series Number 110 Subtitle Theory and Experiments Pages 358 DOI 10.1007/978-3-7908-1774-4 Edition Description Softcover reprint of hardcover 1st ed. 2002 Alternative 9783790815238 DEWEY 004 Audience Professional & Vocational Illustrations XIII, 358 p. We've got thisAt The Nile, if you're looking for it, we've got it.With fast shipping, low prices, friendly service and well over a million items - you're bound to find what you want, at a price you'll love! 30 DAY RETURN POLICYNo questions asked, 30 day returns! FREE DELIVERYNo matter where you are in the UK, delivery is free. SECURE PAYMENTPeace of mind by paying through PayPal and eBay Buyer Protection TheNile_Item_ID:158828094; , von Profianbieter, Neu, Festpreisangebot, [LT: FixedPrice], ISBN-13: 9783790825183, Book Title: Changes of Problem Representation<

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...

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 importance 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. New Textbooks>Trade Paperback>Technology>Xxxsoftware Engr>* Desc Unknown, Physica-Verlag HD Core >1 >T<

2010, ISBN: 9783790825183

Paperback

gewerbliches Angebot, [SC: 0.00], Neuware, [PU: Physica-Verlag HD], Softcover, 358, [GW: 522g], [ED: Kartoniert / Broschiert], 1. Auflage, DE, Dieser Artikel ist ein Print on Demand Artik… More...

gewerbliches Angebot, [SC: 0.00], Neuware, [PU: Physica-Verlag HD], Softcover, 358, [GW: 522g], [ED: Kartoniert / Broschiert], 1. Auflage, DE, Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. 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 th, Banküberweisung, PayPal, [CT: Naturwissenschaft/Mathematik / Sonstiges - Naturwissenschaften]<

2010, ISBN: 3790825182

[EAN: 9783790825183], Neubuch, [PU: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG], Series: Studies in Fuzziness and Soft Computing. Num Pages: 358 pages, 40 black & white tables, b… More...

[EAN: 9783790825183], Neubuch, [PU: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG], Series: Studies in Fuzziness and Soft Computing. Num Pages: 358 pages, 40 black & white tables, biography. BIC Classification: UYQ. Category: (P) Professional & Vocational. Dimension: 235 x 155 x 19. Weight in Grams: 569. . 2010. Softcover reprint of hardcover 1st ed. 2002. Paperback. . . . ., Books<