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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.

An Introduction to Constraint-Based Temporal Reasoning

2022-05-31 Computers
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Release : 2022-05-31
Genre : Computers
Kind : eBook
Book Rating : 673/5 ( reviews)

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

Download or read book An Introduction to Constraint-Based Temporal Reasoning written by Roman Meir. This book was released on 2022-05-31. 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.

Temporal Reasoning

1992 Algorithms
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Release : 1992
Genre : Algorithms
Kind : eBook
Book Rating : /5 ( reviews)

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Book Synopsis Temporal Reasoning by : Itay Meiri

Download or read book Temporal Reasoning written by Itay Meiri. This book was released on 1992. Available in PDF, EPUB and Kindle. Book excerpt: Unlike existing approaches, our proposal permits the processing of both qualitative and quantitative constraints. First, a model called temporal constraint networks is introduced, which facilitates the processing of quantitative information such as duration and timing of events. In this model, variables represent time points, and the constraints refer to absolute timing or time differences between events. Second, a framework called general temporal networks is developed, combining quantitative information about duration and timing with qualitative relations about precedence and occurrences of events.

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.

Efficient and Expressive Extensions of Constraint-Based Temporal Reasoning

2007
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Release : 2007
Genre :
Kind : eBook
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Book Synopsis Efficient and Expressive Extensions of Constraint-Based Temporal Reasoning by : Michael David Moffitt

Download or read book Efficient and Expressive Extensions of Constraint-Based Temporal Reasoning written by Michael David Moffitt. This book was released on 2007. Available in PDF, EPUB and Kindle. Book excerpt:

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