An Introduction to Constraint-Based Temporal Reasoning - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook An Introduction to Constraint-Based Temporal Reasoning write by Roman Barták. This book was released on 2014-02-01. An Introduction to Constraint-Based Temporal Reasoning available in PDF, EPUB and Kindle. 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
An Introduction to Constraint-Based Temporal Reasoning - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook An Introduction to Constraint-Based Temporal Reasoning write by Roman Meir. This book was released on 2022-05-31. An Introduction to Constraint-Based Temporal Reasoning available in PDF, EPUB and Kindle. 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
Temporal Reasoning - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Temporal Reasoning write by Itay Meiri. This book was released on 1992. Temporal Reasoning available in PDF, EPUB and Kindle. 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
Constraint-based Reasoning - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Constraint-based Reasoning write by Eugene C. Freuder. This book was released on 1994. Constraint-based Reasoning available in PDF, EPUB and Kindle. 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
Efficient and Expressive Extensions of Constraint-Based Temporal Reasoning - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Efficient and Expressive Extensions of Constraint-Based Temporal Reasoning write by Michael David Moffitt. This book was released on 2007. Efficient and Expressive Extensions of Constraint-Based Temporal Reasoning available in PDF, EPUB and Kindle.
