Planning, Scheduling and Constraint Satisfaction

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Publisher : IOS Press
ISBN 13 : 9781586034849
Total Pages : 216 pages
Book Rating : 4.0/5 (348 download)

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Book Synopsis Planning, Scheduling and Constraint Satisfaction by : Luis Castillo

Download or read book Planning, Scheduling and Constraint Satisfaction written by Luis Castillo and published by IOS Press. This book was released on 2005 with total page 216 pages. Available in PDF, EPUB and Kindle. Book excerpt: Bringing artificial intelligence planning and scheduling applications into the real world is a hard task that is receiving more attention every day by researchers and practitioners from many fields. In many cases, it requires the integration of several underlying techniques like planning, scheduling, constraint satisfaction, mixed-initiative planning and scheduling, temporal reasoning, knowledge representation, formal models and languages, and technological issues. Most papers included in this book are clear examples on how to integrate several of these techniques. Furthermore, the book also covers many interesting approaches in application areas ranging from industrial job shop to electronic tourism, environmental problems, virtual teaching or space missions. This book also provides powerful techniques that allow to build fully deployable applications to solve real problems and an updated review of many of the most interesting areas of application of these technologies, showing how powerful these technologies are to overcome the expresiveness and efficiency problems of real world problems.

Planning, Scheduling and Constraint Satisfaction

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Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (851 download)

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Book Synopsis Planning, Scheduling and Constraint Satisfaction by : Miguel A. Salido

Download or read book Planning, Scheduling and Constraint Satisfaction written by Miguel A. Salido and published by . This book was released on 2010 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Planning, Scheduling and Constraint Satisfaction

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Publisher :
ISBN 13 : 9788461188604
Total Pages : 242 pages
Book Rating : 4.1/5 (886 download)

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Book Synopsis Planning, Scheduling and Constraint Satisfaction by : Miguel A. Salido

Download or read book Planning, Scheduling and Constraint Satisfaction written by Miguel A. Salido and published by . This book was released on 2007 with total page 242 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Constraint-Based Scheduling

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Publisher : Springer Science & Business Media
ISBN 13 : 1461514797
Total Pages : 204 pages
Book Rating : 4.4/5 (615 download)

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Book Synopsis Constraint-Based Scheduling by : Philippe Baptiste

Download or read book Constraint-Based Scheduling written by Philippe Baptiste and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 204 pages. Available in PDF, EPUB and Kindle. Book excerpt: Constraint Programming is a problem-solving paradigm that establishes a clear distinction between two pivotal aspects of a problem: (1) a precise definition of the constraints that define the problem to be solved and (2) the algorithms and heuristics enabling the selection of decisions to solve the problem. It is because of these capabilities that Constraint Programming is increasingly being employed as a problem-solving tool to solve scheduling problems. Hence the development of Constraint-Based Scheduling as a field of study. The aim of this book is to provide an overview of the most widely used Constraint-Based Scheduling techniques. Following the principles of Constraint Programming, the book consists of three distinct parts: The first chapter introduces the basic principles of Constraint Programming and provides a model of the constraints that are the most often encountered in scheduling problems. Chapters 2, 3, 4, and 5 are focused on the propagation of resource constraints, which usually are responsible for the "hardness" of the scheduling problem. Chapters 6, 7, and 8 are dedicated to the resolution of several scheduling problems. These examples illustrate the use and the practical efficiency of the constraint propagation methods of the previous chapters. They also show that besides constraint propagation, the exploration of the search space must be carefully designed, taking into account specific properties of the considered problem (e.g., dominance relations, symmetries, possible use of decomposition rules). Chapter 9 mentions various extensions of the model and presents promising research directions.

Special Issue on Constraint Satisfaction for Planning and Scheduling

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Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (5 download)

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Book Synopsis Special Issue on Constraint Satisfaction for Planning and Scheduling by :

Download or read book Special Issue on Constraint Satisfaction for Planning and Scheduling written by and published by . This book was released on 2008 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Handbook of Constraint Programming

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Author :
Publisher : Elsevier
ISBN 13 : 0080463800
Total Pages : 977 pages
Book Rating : 4.0/5 (84 download)

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Book Synopsis Handbook of Constraint Programming by : Francesca Rossi

Download or read book Handbook of Constraint Programming written by Francesca Rossi and published by Elsevier. This book was released on 2006-08-18 with total page 977 pages. Available in PDF, EPUB and Kindle. Book excerpt: Constraint programming is a powerful paradigm for solving combinatorial search problems that draws on a wide range of techniques from artificial intelligence, computer science, databases, programming languages, and operations research. Constraint programming is currently applied with success to many domains, such as scheduling, planning, vehicle routing, configuration, networks, and bioinformatics.The aim of this handbook is to capture the full breadth and depth of the constraint programming field and to be encyclopedic in its scope and coverage. While there are several excellent books on constraint programming, such books necessarily focus on the main notions and techniques and cannot cover also extensions, applications, and languages. The handbook gives a reasonably complete coverage of all these lines of work, based on constraint programming, so that a reader can have a rather precise idea of the whole field and its potential. Of course each line of work is dealt with in a survey-like style, where some details may be neglected in favor of coverage. However, the extensive bibliography of each chapter will help the interested readers to find suitable sources for the missing details. Each chapter of the handbook is intended to be a self-contained survey of a topic, and is written by one or more authors who are leading researchers in the area.The intended audience of the handbook is researchers, graduate students, higher-year undergraduates and practitioners who wish to learn about the state-of-the-art in constraint programming. No prior knowledge about the field is necessary to be able to read the chapters and gather useful knowledge. Researchers from other fields should find in this handbook an effective way to learn about constraint programming and to possibly use some of the constraint programming concepts and techniques in their work, thus providing a means for a fruitful cross-fertilization among different research areas.The handbook is organized in two parts. The first part covers the basic foundations of constraint programming, including the history, the notion of constraint propagation, basic search methods, global constraints, tractability and computational complexity, and important issues in modeling a problem as a constraint problem. The second part covers constraint languages and solver, several useful extensions to the basic framework (such as interval constraints, structured domains, and distributed CSPs), and successful application areas for constraint programming.- Covers the whole field of constraint programming- Survey-style chapters- Five chapters on applications

Constraint-Based Agents

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Publisher : Springer
ISBN 13 : 3540457461
Total Pages : 187 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Constraint-Based Agents by : Alexander Nareyek

Download or read book Constraint-Based Agents written by Alexander Nareyek and published by Springer. This book was released on 2003-06-29 with total page 187 pages. Available in PDF, EPUB and Kindle. Book excerpt: Autonomous agents have become a vibrant research and development topic in recent years attracting activity and attention from various areas. The basic agent concept incorporates proactive autonomous units with goal-directed-behaviour and communication capabilities. The book focuses on autonomous agents that can act in a goal directed manner under real time constraints and incomplete knowledge, being situated in a dynamic environment where resources may be restricted. To satisfy such complex requirements, the author improves, combines, and applies results from areas like planning, constraint programming, and local search. The formal framework developed is evaluated by application to the field of computer games, which fit the problem context very well since most of them are played in real time and provide a highly interactive environment where environmental situations are changing rapidly.

Constraint Propagation in Planning and Scheduling

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Publisher :
ISBN 13 :
Total Pages : 94 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis Constraint Propagation in Planning and Scheduling by : Stanford University. Center for Integrated Facility Engineering

Download or read book Constraint Propagation in Planning and Scheduling written by Stanford University. Center for Integrated Facility Engineering and published by . This book was released on 1991 with total page 94 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Local Search for Planning and Scheduling

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Publisher : Springer
ISBN 13 : 3540456120
Total Pages : 179 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Local Search for Planning and Scheduling by : Alexander Nareyek

Download or read book Local Search for Planning and Scheduling written by Alexander Nareyek and published by Springer. This book was released on 2003-06-30 with total page 179 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-proceedings of the International Workshop on Local Search for Planning and Scheduling, held at a satellite workshop of ECAI 2000 in Berlin, Germany in August 2000.The nine revised full papers presented together with an invited survey on meta-heuristics have gone through two rounds of reviewing and improvement. The papers are organized in topical sections on combinatorial optimization, planning with resources, and related approaches.

Project Scheduling with Time Windows

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Publisher : Springer Science & Business Media
ISBN 13 : 3642575064
Total Pages : 168 pages
Book Rating : 4.6/5 (425 download)

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Book Synopsis Project Scheduling with Time Windows by : Ulrich Dorndorf

Download or read book Project Scheduling with Time Windows written by Ulrich Dorndorf and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 168 pages. Available in PDF, EPUB and Kindle. Book excerpt: Project Scheduling is concerned with the allocation of scarce resources over time. The rich optimisation models with time windows that are treated in this book cover a multitude of practical decision problems arising in diverse application areas such as construction engineering or make-to-order production planning. The book shows how Constraint Propagation techniques from Artificial Intelligence can be successfully combined with Operations Research methods for developing powerful exact and heuristic solution algorithms for a very general class of scheduling problems. Example applications demonstrate the effectiveness of the approach.

Automated Planning and Scheduling

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Author :
Publisher : One Billion Knowledgeable
ISBN 13 :
Total Pages : 142 pages
Book Rating : 4.:/5 (661 download)

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Book Synopsis Automated Planning and Scheduling by : Fouad Sabry

Download or read book Automated Planning and Scheduling written by Fouad Sabry and published by One Billion Knowledgeable. This book was released on 2023-07-06 with total page 142 pages. Available in PDF, EPUB and Kindle. Book excerpt: What Is Automated Planning and Scheduling Automated planning and scheduling is a subfield of artificial intelligence that focuses on the formulation of strategies or action sequences, often for the purpose of being carried out by intelligent agents, autonomous robots, and unmanned vehicles. Automated planning and scheduling is sometimes referred to as simply AI planning at times. In contrast to traditional control and classification problems, these problems have complicated solutions that need to be discovered and optimized in multidimensional space. Planning is closely connected to the philosophy of decision-making. How You Will Benefit (I) Insights, and validations about the following topics: Chapter 1: Automated planning and scheduling Chapter 2: Applications of artificial intelligence Chapter 3: Actor model Chapter 4: Scheduling (computing) Chapter 5: Constraint satisfaction problem Chapter 6: Action description language Chapter 7: Strategy (game theory) Chapter 8: Reactive planning Chapter 9: Backward chaining Chapter 10: Forward chaining (II) Answering the public top questions about automated planning and scheduling. (III) Real world examples for the usage of automated planning and scheduling in many fields. (IV) 17 appendices to explain, briefly, 266 emerging technologies in each industry to have 360-degree full understanding of automated planning and scheduling' technologies. Who This Book Is For Professionals, undergraduate and graduate students, enthusiasts, hobbyists, and those who want to go beyond basic knowledge or information for any kind of automated planning and scheduling.

Innovative Approaches to Planning, Scheduling and Control

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Author :
Publisher : Morgan Kaufmann
ISBN 13 :
Total Pages : 530 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Innovative Approaches to Planning, Scheduling and Control by : Katia P. Sycara

Download or read book Innovative Approaches to Planning, Scheduling and Control written by Katia P. Sycara and published by Morgan Kaufmann. This book was released on 1990 with total page 530 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Constraint Satisfaction Techniques for Agent-Based Reasoning

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Publisher : Springer Science & Business Media
ISBN 13 : 3764373199
Total Pages : 165 pages
Book Rating : 4.7/5 (643 download)

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Book Synopsis Constraint Satisfaction Techniques for Agent-Based Reasoning by : Nicoleta Neagu

Download or read book Constraint Satisfaction Techniques for Agent-Based Reasoning written by Nicoleta Neagu and published by Springer Science & Business Media. This book was released on 2006-03-30 with total page 165 pages. Available in PDF, EPUB and Kindle. Book excerpt: Constraint satisfaction problems are significant in the domain of automated reasoning for artificial intelligence. They can be applied to the modeling and solving of a wide range of combinatorial applications such as planning, scheduling and resource sharing in a variety of practical domains such as transportation, production, supply-chains, network management and human resource management. In this book we study new techniques for solving constraint satisfaction problems, with a special focus on solution adaptation applied to agent reasoning.

Foundations of Constraint Satisfaction

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Publisher : BoD – Books on Demand
ISBN 13 : 3735723667
Total Pages : 446 pages
Book Rating : 4.7/5 (357 download)

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Book Synopsis Foundations of Constraint Satisfaction by : Edward Tsang

Download or read book Foundations of Constraint Satisfaction written by Edward Tsang and published by BoD – Books on Demand. This book was released on 2014-05-13 with total page 446 pages. Available in PDF, EPUB and Kindle. Book excerpt: This seminal text of Computer Science, the most cited book on the subject, is now available for the first time in paperback. Constraint satisfaction is a decision problem that involves finite choices. It is ubiquitous. The goal is to find values for a set of variables that will satisfy a given set of constraints. It is the core of many applications in artificial intelligence, and has found its application in many areas, such as planning and scheduling. Because of its generality, most AI researchers should be able to benefit from having good knowledge of techniques in this field. Originally published in 1993, this now classic book was the first attempt to define the scope of constraint satisfaction. It covers both the theoretical and the implementation aspects of the subject. It provides a framework for studying this field, relates different research, and resolves ambiguity in a number of concepts and algorithms in the literature. This seminal text is arguably the most rigorous book in the field. All major concepts were defined in First Order Predicate Calculus. Concepts defined this way are precise and unambiguous.

Handbook on Scheduling

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Publisher : Springer
ISBN 13 : 3319998498
Total Pages : 833 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis Handbook on Scheduling by : Jacek Blazewicz

Download or read book Handbook on Scheduling written by Jacek Blazewicz and published by Springer. This book was released on 2019-04-25 with total page 833 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a theoretical and application-oriented analysis of deterministic scheduling problems in advanced planning and computer systems. The text examines scheduling problems across a range of parameters: job priority, release times, due dates, processing times, precedence constraints, resource usage and more, focusing on such topics as computer systems and supply chain management. Discussion includes single and parallel processors, flexible shops and manufacturing systems, and resource-constrained project scheduling. Many applications from industry and service operations management and case studies are described. The handbook will be useful to a broad audience, from researchers to practitioners, graduate and advanced undergraduate students.

Constraint Solving and Planning with Picat

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Publisher : Springer
ISBN 13 : 3319258834
Total Pages : 155 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Constraint Solving and Planning with Picat by : Neng-Fa Zhou

Download or read book Constraint Solving and Planning with Picat written by Neng-Fa Zhou and published by Springer. This book was released on 2015-11-07 with total page 155 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces a new logic-based multi-paradigm programming language that integrates logic programming, functional programming, dynamic programming with tabling, and scripting, for use in solving combinatorial search problems, including CP, SAT, and MIP (mixed integer programming) based solver modules, and a module for planning that is implemented using tabling. The book is useful for undergraduate and graduate students, researchers, and practitioners.

Personnel Planning and Scheduling

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Publisher :
ISBN 13 :
Total Pages : 484 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis Personnel Planning and Scheduling by : Sanja Petrovic

Download or read book Personnel Planning and Scheduling written by Sanja Petrovic and published by . This book was released on 2007 with total page 484 pages. Available in PDF, EPUB and Kindle. Book excerpt: