foundations of constraint satisfaction computation in cognitive science

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Foundations Of Constraint Satisfaction

Author : Edward Tsang
ISBN : 9781483220499
Genre : Computers
File Size : 67. 63 MB
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Foundations of Constraint Satisfaction discusses the foundations of constraint satisfaction and presents algorithms for solving constraint satisfaction problems (CSPs). Most of the algorithms described in this book are explained in pseudo code, and sometimes illustrated with Prolog codes (to illustrate how the algorithms could be implemented). Comprised of 10 chapters, this volume begins by defining the standard CSP and the important concepts around it and presenting examples and applications of CSPs. The reader is then introduced to the main features of CSPs and CSP solving techniques (problem reduction, searching, and solution synthesis); some of the most important concepts related to CSP solving; and problem reduction algorithms. Subsequent chapters deal with basic control strategies of searching which are relevant to CSP solving; the significance of ordering the variables, values and compatibility checking in searching; specialized search techniques which gain their efficiency by exploiting problem-specific features; and stochastic search approaches (including hill climbing and connectionist approaches) for CSP solving. The book also considers how solutions can be synthesized rather than searched for before concluding with an analysis of optimization in CSPs. This monograph can be used as a reference by artificial intelligence (AI) researchers or as a textbook by students on advanced AI courses, and should also help knowledge engineers apply existing techniques to solve CSPs or problems which embed CSPs.

Logic For Programming And Automated Reasoning

Author : Michel Parigot
ISBN : 9783540412854
Genre : Mathematics
File Size : 54. 50 MB
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Principles And Practice Of Constraint Programming Cp 2001

Author : Toby Walsh
ISBN : 9783540455783
Genre : Computers
File Size : 85. 42 MB
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This book constitutes the refereed proceedings of the 7th International Conference on Principles and Practice of Constraint Programming, CP 2001, held in Paphos, Cyprus, in November/December 2001. The 37 revised full papers, 9 innovative applications presentations, and 14 short papers presented were carefully reviewed and selected from a total of 135 submissions. All current issues in constraint processing are addressed, ranging from theoretical and foundational issues to advanced and innovative applications in a variety of fields.

The Mit Encyclopedia Of The Cognitive Sciences

Author : Robert Andrew Wilson
ISBN : 0262731444
Genre : Psychology
File Size : 69. 46 MB
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A landmark, comprehensive reference work that represents the methodological and theoretical diversity of this changing field.

Artificial Intelligence

Author : David L. Poole
ISBN : 9781107195394
Genre : Computers
File Size : 78. 48 MB
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Artificial Intelligence presents a practical guide to AI, including agents, machine learning and problem-solving simple and complex domains.

Expert Systems

Author : Cornelius T. Leondes
ISBN : UOM:39015049518510
Genre : Expert systems (Computer science)
File Size : 71. 20 MB
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Economics And Cognitive Science

Author : Paul Bourgine
ISBN : 9781483294896
Genre : Business & Economics
File Size : 31. 84 MB
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Economics, dealing with mental processes of decision makers is part of cognitive science; conversely, cognitive science, faced with constraints on information processing, is part of economics. In July 1990, the Cecoia 2 conference was organised in Paris to further explore the connections between the two. The papers presented in this volume illustrate this truly interdisciplinary research intertwining social and cognitive sciences. Three main topics are represented: agent's mental representation when facing complex uncertainty; agent's computational constraints leading to bounded rationality; agent's learning and evolution in an imperfectly known environment.

Computation And Cognition

Author : Zenon W. Pylyshyn
ISBN : 026266058X
Genre : Computers
File Size : 46. 59 MB
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This systematic investigation of computation and mental phenomena by a noted psychologist and computer scientist argues that cognition is a form of computation, that the semantic contents of mental states are encoded in the same general way as computer representations are encoded. It is a rich and sustained investigation of the assumptions underlying the directions cognitive science research is taking.

Subject Guide To Books In Print

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ISBN : STANFORD:36105025888517
Genre : American literature
File Size : 53. 61 MB
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Predicative Forms In Natural Language And In Lexical Knowledge Bases

Author : P. Saint-Dizier
ISBN : 9789401727464
Genre : Language Arts & Disciplines
File Size : 48. 16 MB
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This volume is a selection of papers presented at a workshop entitled Predicative Forms in Natural Language and in Lexical Knowledge Bases organized in Toulouse in August 1996. A predicate is a named relation that exists among one or more arguments. In natural language, predicates are realized as verbs, prepositions, nouns and adjectives, to cite the most frequent ones. Research on the identification, organization, and semantic representa tion of predicates in artificial intelligence and in language processing is a very active research field. The emergence of new paradigms in theoretical language processing, the definition of new problems and the important evol ution of applications have, in fact, stimulated much interest and debate on the role and nature of predicates in naturallangage. From a broad theoret ical perspective, the notion of predicate is central to research on the syntax semantics interface, the generative lexicon, the definition of ontology-based semantic representations, and the formation of verb semantic classes. From a computational perspective, the notion of predicate plays a cent ral role in a number of applications including the design of lexical knowledge bases, the development of automatic indexing systems for the extraction of structured semantic representations, and the creation of interlingual forms in machine translation.

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