An Introduction to Constraint-Based Temporal Reasoning

Released on by Roman Barták
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  • An Introduction to Constraint-Based Temporal Reasoning Book Detail

  • Author : Roman Barták
  • Release Date : 2014-02-01
  • Publisher : Morgan & Claypool Publishers
  • Genre : Computers
  • Pages : 123
  • ISBN 13 : 1608459683
  • File Size : 31,31 MB
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An Introduction to Constraint-Based Temporal Reasoning by Roman Barták PDF Summary

Book Description: 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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Temporal Reasoning

Temporal Reasoning

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Unlike existing approaches, our proposal permits the processing of both qualitative and quantitative constraints. First, a model called temporal constraint netw

Constraint-based Reasoning

Constraint-based Reasoning

File Size : 77,77 MB
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Constraint-based reasoning is an important area of automated reasoning in artificial intelligence, with many applications. These include configuration and desig