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<図書>
Constraint-based reasoning

責任表示 edited by Eugene C. Freuder and Alan K. Mackworth
データ種別 図書
出版情報 Cambridge, Mass. : MIT Press , 1994, c1992
本文言語 英語
大きさ 403 p. : ill. ; 26 cm
概要 Constraint-based reasoning is an important area of automated reasoning in artificial intelligence, with many applications. These include configuration and design problems, planning and scheduling, te...poral and spatial reasoning, defeasible and causal reasoning, machine vision and language understanding, qualitative and diagnostic reasoning, and expert systems. Constraint-Based Reasoning presents current work in the field at several levels: theory, algorithms, languages, applications, and hardware. Constraint-based reasoning has connections to a wide variety of fields, including formal logic, graph theory, relational databases, combinatorial algorithms, operations research, neural networks, truth maintenance, and logic programming. The ideal of describing a problem domain in natural, declarative terms and then letting general deductive mechanisms synthesize individual solutions has to some extent been realized, and even embodied, in programming languages. Contents: Introduction, E. C. Freuder, A. K. Mackworth. The Logic of Constraint Satisfaction, A. K. Mackworth. Partial Constraint Satisfaction, E. C. Freuder, R. J. Wallace. Constraint Reasoning Based on Interval Arithmetic: The Tolerance Propagation Approach, E. Hyvonen. Constraint Satisfaction Using Constraint Logic Programming, P. Van Hentenryck, H. Simonis, M. Dincbas. Minimizing Conflicts: A Heuristic Repair Method for Constraint Satisfaction and Scheduling Problems, S. Minton, M. D. Johnston, A. B. Philips, and P. Laird. Arc Consistency: Parallelism and Domain Dependence, P. R. Cooper, M. J. Swain. Structure Identification in Relational Data, R. Dechter, J. Pearl. Learning to Improve Constraint-Based Scheduling, M. Zweben, E. Davis, B. Daun, E. Drascher, M. Deale, M. Eskey. Reasoning about Qualitative Temporal Information, P. van Beek. A Geometric Constraint Engine, G. A. Kramer. A Theory of Conflict Resolution in Planning, Q. Yang. A Bradford Book. 続きを見る

所蔵情報



理系図 自動書庫 007.13/F 46 1994
068252194001206

書誌詳細

一般注記 "A Bradford book."
Reprinted from Artificial intelligence, volume 58, numbers 1-3, 1992
Includes bibliographical references and index
著者標目 Freuder, Eugene C.
Mackworth, Alan K.
件 名 LCSH:Constraints (Artificial intelligence)
LCSH:Reasoning
分 類 LCC:Q340
DC20:006.3
書誌ID 1001145020
ISBN 0262560755
NCID BA22550632
巻冊次 ISBN:0262560755
登録日 2009.09.17
更新日 2009.09.17