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Constraint-based Reasoning

1994 Computers
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Release : 1994
Genre : Computers
Kind : eBook
Book Rating : 757/5 ( reviews)

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Book Synopsis Constraint-based Reasoning by : Eugene C. Freuder

Download or read book Constraint-based Reasoning written by Eugene C. Freuder. This book was released on 1994. Available in PDF, EPUB and Kindle. Book excerpt: 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, temporal 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.

A Perspective of Constraint-Based Reasoning

1992-06-10 Computers
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Release : 1992-06-10
Genre : Computers
Kind : eBook
Book Rating : /5 ( reviews)

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Book Synopsis A Perspective of Constraint-Based Reasoning by : Hans W. Guesgen

Download or read book A Perspective of Constraint-Based Reasoning written by Hans W. Guesgen. This book was released on 1992-06-10. Available in PDF, EPUB and Kindle. Book excerpt: Much of AI research is about problem-solving strategies, and several techniques have been crystalized. One such technique is constraint satisfaction or reasoning based on relations. Constraint-based reasoning is used to solve a wide field of problems, and recently constraint techniques have been incorporated into logic programming languages, yielding a whole new field of research and application: constraint logic programming. Constraint satisfaction techniques have become part of almost all introductory books on AI. This monograph is about constraint satisfaction. It differs from others in that it presents all approaches under a common, generalizing view: dynamic constraints. This new way of viewing constraints provides new insights about the different approaches, and forms a very practical basis for teaching constraint-based reasoning. A uniform view of the constraint world is also a good basis for constraint research. This text is not intended to be a self-contained textbook on constraint-based reasoning, but rather a coherent text on an interesting view of the field.

A Perspective of Constraint-Based Reasoning

2014-01-15
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Release : 2014-01-15
Genre :
Kind : eBook
Book Rating : 374/5 ( reviews)

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Book Synopsis A Perspective of Constraint-Based Reasoning by : Hans W. Guesgen

Download or read book A Perspective of Constraint-Based Reasoning written by Hans W. Guesgen. This book was released on 2014-01-15. Available in PDF, EPUB and Kindle. Book excerpt:

A Perspective of Constraint-based Reasoning

1992 Computers
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Author :
Release : 1992
Genre : Computers
Kind : eBook
Book Rating : 102/5 ( reviews)

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Book Synopsis A Perspective of Constraint-based Reasoning by : Hans Werner Güsgen

Download or read book A Perspective of Constraint-based Reasoning written by Hans Werner Güsgen. This book was released on 1992. Available in PDF, EPUB and Kindle. Book excerpt: "Much of AI research is about problem-solving strategies, and several techniques have been crystalized. One such technique is constraint satisfaction or reasoning based on relations. Constraint-based reasoning is used to solve a wide field of problems, and recently constraint techniques have been incorporated into logic programming languages, yielding a whole new field of research and application: constraint logic programming. Constraint satisfaction techniques have become part of almost all introductory books on AI. This monograph is about constraint satisfaction. It differs from others in that it presents all approaches under a common, generalizing view: dynamic constraints. This new way of viewing constraints provides new insights about the different approaches, and forms a very practical basis for teaching constraint-based reasoning. A uniform view of the constraint world is also a good basis for constraint research. This text is not intended to be a self-contained textbook on constraint-based reasoning, but rather a coherent text on an interesting view of the field."--PUBLISHER'S WEBSITE.

An Introduction to Constraint-Based Temporal Reasoning

2014-02-01 Computers
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Release : 2014-02-01
Genre : Computers
Kind : eBook
Book Rating : 683/5 ( reviews)

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Book Synopsis An Introduction to Constraint-Based Temporal Reasoning by : Roman Barták

Download or read book An Introduction to Constraint-Based Temporal Reasoning written by Roman Barták. This book was released on 2014-02-01. Available in PDF, EPUB and Kindle. Book excerpt: Solving challenging computational problems involving time has been a critical component in the development of artificial intelligence systems almost since the inception of the field. This book provides a concise introduction to the core computational elements of temporal reasoning for use in AI systems for planning and scheduling, as well as systems that extract temporal information from data. It presents a survey of temporal frameworks based on constraints, both qualitative and quantitative, as well as of major temporal consistency techniques. The book also introduces the reader to more recent extensions to the core model that allow AI systems to explicitly represent temporal preferences and temporal uncertainty. This book is intended for students and researchers interested in constraint-based temporal reasoning. It provides a self-contained guide to the different representations of time, as well as examples of recent applications of time in AI systems.

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