Distributed Constraint Problem Solving And Reasoning In Multi Agent Systems

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Distributed Constraint Problem Solving and Reasoning in Multi-agent Systems

Author : Weixiong Zhang
Publisher : IOS Press
ISBN 13 : 9781586034566
Total Pages : 240 pages
Book Rating : 4.0/5 (345 download)

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Book Synopsis Distributed Constraint Problem Solving and Reasoning in Multi-agent Systems by : Weixiong Zhang

Download or read book Distributed Constraint Problem Solving and Reasoning in Multi-agent Systems written by Weixiong Zhang and published by IOS Press. This book was released on 2004 with total page 240 pages. Available in PDF, EPUB and Kindle. Book excerpt: Distributed and multi-agent systems are becoming more and more the focus of attention in artificial intelligence research and have already found their way into many practical applications. An important prerequisite for their success is an ability to flexibly adapt their behavior via intelligent cooperation. Successful reasoning about and within a multiagent system is therefore paramount to achieve intelligent behavior. Distributed Constraint Satisfaction Problems (DCSPs) and Distributed Constraint Optimization (minimization) Problems (DCOPs) are perhaps ubiquitous in distributed systems in dynamic environments. Many important problems in distributed environments and systems, such as action coordination, task scheduling and resource allocation, can be formulated and solved as DCSPs and DCOPs. Therefore, techniques for solving DCSPs and DCOPs as well as strategies for automated reasoning in distributed systems are indispensable tools in the research areas of distributed and multi-agent systems. They also provide promising frameworks to deal with the increasingly diverse range of distributed real world problems emerging from the fast evolution of communication technologies.The volume is divided in two parts. One part contains papers on distributed constraint problems in multi-agent systems. The other part presents papers on Agents and Automated Reasoning.

Autonomous Dynamic Reconfiguration in Multi-Agent Systems

Author : Markus Hannebauer
Publisher : Springer
ISBN 13 : 3540458344
Total Pages : 290 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Autonomous Dynamic Reconfiguration in Multi-Agent Systems by : Markus Hannebauer

Download or read book Autonomous Dynamic Reconfiguration in Multi-Agent Systems written by Markus Hannebauer and published by Springer. This book was released on 2003-08-02 with total page 290 pages. Available in PDF, EPUB and Kindle. Book excerpt: High communication efforts and poor problem solving results due to restricted overview are two central issues in collaborative problem solving. This work addresses these issues by introducing the processes of agent melting and agent splitting that enable individual problem solving agents to continually and autonomously reconfigure and adapt themselves to the particular problem to be solved. The author provides a sound theoretical foundation of collaborative problem solving itself and introduces various new design concepts and techniques to improve its quality and efficiency, such as the multi-phase agreement finding protocol for external problem solving, the composable belief-desire-intention agent architecture, and the distribution-aware constraint specification architecture for internal problem solving. The practical relevance and applicability of the concepts and techniques provided are demonstrated by using medical appointment scheduling as a case study.

Distributed Constraint Satisfaction

Author : Makoto Yokoo
Publisher : Springer Science & Business Media
ISBN 13 : 3642595464
Total Pages : 154 pages
Book Rating : 4.6/5 (425 download)

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Book Synopsis Distributed Constraint Satisfaction by : Makoto Yokoo

Download or read book Distributed Constraint Satisfaction written by Makoto Yokoo and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 154 pages. Available in PDF, EPUB and Kindle. Book excerpt: Distributed Constraint Satisfaction gives an overview of Constraint Satisfaction Problems (CSPs), adapts related search algorithms and consistency algorithms for applications to multi-agent systems, and consolidates recent research devoted to cooperation in such systems. The techniques introduced are applied to various problems in multi-agent systems. Among the new approaches is a hybrid-type algorithm for weak-commitment search combining backtracking and iterative improvement. Also, an extension of the basic CSP formalization called "Partial CSP" is introduced in order to handle over-constrained CSPs.

Constraint Satisfaction Techniques for Agent-Based Reasoning

Author : Nicoleta Neagu
Publisher : Springer Science & Business Media
ISBN 13 : 3764373199
Total Pages : 158 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 158 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.

Distributed Search by Constrained Agents

Author : Amnon Meisels
Publisher : Springer Science & Business Media
ISBN 13 : 1848000391
Total Pages : 223 pages
Book Rating : 4.8/5 (48 download)

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Book Synopsis Distributed Search by Constrained Agents by : Amnon Meisels

Download or read book Distributed Search by Constrained Agents written by Amnon Meisels and published by Springer Science & Business Media. This book was released on 2008 with total page 223 pages. Available in PDF, EPUB and Kindle. Book excerpt: The well defined model of distributed constraints satisfaction and optimization (DisCSPs/DisCOPs) can serve as the basis for the design and investigation of distributed search algorithms, of protocols and of negotiations and search. This book presents a comprehensive discussion on the field of distributed constraints, its algorithms and its active research areas. The book introduces distributed constraint satisfaction and optimization problems and describes the underlying model.

Principles and Practice of Multi-Agent Systems

Author : Nirmit Desai
Publisher : Springer Science & Business Media
ISBN 13 : 3642259197
Total Pages : 665 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Principles and Practice of Multi-Agent Systems by : Nirmit Desai

Download or read book Principles and Practice of Multi-Agent Systems written by Nirmit Desai and published by Springer Science & Business Media. This book was released on 2012-01-09 with total page 665 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-conference proceedings of the 13th International Conference on Principles and Practice of Multi-Agent Systems, PRIMA 2010, held in Kolkata, India, in November 2010. The 18 full papers presented together with 15 early innovation papers were carefully reviewed and selected from over 63 submissions. They focus on practical aspects of multiagent systems and cover topics such as agent communication, agent cooperation and negotiation, agent reasoning, agent-based simulation, mobile and semantic agents, agent technologies for service computing, agent-based system development, ServAgents workshop, IAHC workshop, and PRACSYS workshop.

Coordination of Large-Scale Multiagent Systems

Author : Paul Scerri
Publisher : Springer Science & Business Media
ISBN 13 : 0387279725
Total Pages : 343 pages
Book Rating : 4.3/5 (872 download)

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Book Synopsis Coordination of Large-Scale Multiagent Systems by : Paul Scerri

Download or read book Coordination of Large-Scale Multiagent Systems written by Paul Scerri and published by Springer Science & Business Media. This book was released on 2006-03-14 with total page 343 pages. Available in PDF, EPUB and Kindle. Book excerpt: Challenges arise when the size of a group of cooperating agents is scaled to hundreds or thousands of members. In domains such as space exploration, military and disaster response, groups of this size (or larger) are required to achieve extremely complex, distributed goals. To effectively and efficiently achieve their goals, members of a group need to cohesively follow a joint course of action while remaining flexible to unforeseen developments in the environment. Coordination of Large-Scale Multiagent Systems provides extensive coverage of the latest research and novel solutions being developed in the field. It describes specific systems, such as SERSE and WIZER, as well as general approaches based on game theory, optimization and other more theoretical frameworks. It will be of interest to researchers in academia and industry, as well as advanced-level students.

Algorithms and Ordering Heuristics for Distributed Constraint Satisfaction Problems

Author : Mohamed Wahbi
Publisher : John Wiley & Sons
ISBN 13 : 1118753429
Total Pages : 188 pages
Book Rating : 4.1/5 (187 download)

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Book Synopsis Algorithms and Ordering Heuristics for Distributed Constraint Satisfaction Problems by : Mohamed Wahbi

Download or read book Algorithms and Ordering Heuristics for Distributed Constraint Satisfaction Problems written by Mohamed Wahbi and published by John Wiley & Sons. This book was released on 2013-07-01 with total page 188 pages. Available in PDF, EPUB and Kindle. Book excerpt: DisCSP (Distributed Constraint Satisfaction Problem) is a general framework for solving distributed problems arising in Distributed Artificial Intelligence. A wide variety of problems in artificial intelligence are solved using the constraint satisfaction problem paradigm. However, there are several applications in multi-agent coordination that are of a distributed nature. In this type of application, the knowledge about the problem, that is, variables and constraints, may be logically or geographically distributed among physical distributed agents. This distribution is mainly due to privacy and/or security requirements. Therefore, a distributed model allowing a decentralized solving process is more adequate to model and solve such kinds of problem. The distributed constraint satisfaction problem has such properties. Contents Introduction Part 1. Background on Centralized and Distributed Constraint Reasoning 1. Constraint Satisfaction Problems 2. Distributed Constraint Satisfaction Problems Part 2. Synchronous Search Algorithms for DisCSPs 3. Nogood Based Asynchronous Forward Checking (AFC-ng) 4. Asynchronous Forward Checking Tree (AFC-tree) 5. Maintaining Arc Consistency Asynchronously in Synchronous Distributed Search Part 3. Asynchronous Search Algorithms and Ordering Heuristics for DisCSPs 6. Corrigendum to “Min-domain Retroactive Ordering for Asynchronous Backtracking” 7. Agile Asynchronous BackTracking (Agile-ABT) Part 4. DisChoco 2.0: A Platform for Distributed Constraint Reasoning 8. DisChoco 2.0 9. Conclusion About the Authors Mohamed Wahbi is currently an associate lecturer at Ecole des Mines de Nantes in France. He received his PhD degree in Computer Science from University Montpellier 2, France and Mohammed V University-Agdal, Morocco in 2012 and his research focused on Distributed Constraint Reasoning.

Distributed Reason Maintenance for Multiagent Systems

Author : Gerhard K. Kraetzschmar
Publisher : Springer Science & Business Media
ISBN 13 : 9783540636069
Total Pages : 314 pages
Book Rating : 4.6/5 (36 download)

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Book Synopsis Distributed Reason Maintenance for Multiagent Systems by : Gerhard K. Kraetzschmar

Download or read book Distributed Reason Maintenance for Multiagent Systems written by Gerhard K. Kraetzschmar and published by Springer Science & Business Media. This book was released on 1997-10 with total page 314 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a systematic in-depth investigation of a class of multiple-context assumption-based multiagent reasoning problems, typical, e.g., for distributed planning, scheduling, and control. First, logical and architectural foundations are provided to construct the two systems XFRMS and MXFRMS allowing the development of more complex utilities. Then the technology developed for XFRMS in the single-agent case is further enhanced to the multiagent situation. The multiagent RMS MXFRMS provides, along with XFRMS, a solid foundation for building more complex utilities, such as plan or schedule maintenance systems. In the final chapter, the software engineer confronted with the task of building a practicable multiagent system can find a discussion of potential uses and future extensions of the systems provided.

Handbook of Constraint Programming

Author : Francesca Rossi
Publisher : Elsevier
ISBN 13 : 9780080463803
Total Pages : 978 pages
Book Rating : 4.4/5 (638 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 978 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

Multiagent Systems

Author : Gerhard Weiss
Publisher : MIT Press
ISBN 13 : 9780262731317
Total Pages : 652 pages
Book Rating : 4.7/5 (313 download)

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Book Synopsis Multiagent Systems by : Gerhard Weiss

Download or read book Multiagent Systems written by Gerhard Weiss and published by MIT Press. This book was released on 1999 with total page 652 pages. Available in PDF, EPUB and Kindle. Book excerpt: An introduction to multiagent systems and contemporary distributed artificial intelligence, this text provides coverage of basic topics as well as closely-related ones. It emphasizes aspects of both theory and application and includes exercises of varying degrees of difficulty.

Innovations in Multi-Agent Systems and Application – 1

Author : Dipti Srinivasan
Publisher : Springer
ISBN 13 : 3642144357
Total Pages : 302 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Innovations in Multi-Agent Systems and Application – 1 by : Dipti Srinivasan

Download or read book Innovations in Multi-Agent Systems and Application – 1 written by Dipti Srinivasan and published by Springer. This book was released on 2010-07-17 with total page 302 pages. Available in PDF, EPUB and Kindle. Book excerpt: In today’s world, the increasing requirement for emulating the behavior of real-world applications for achieving effective management and control has necessitated the usage of advanced computational techniques. Computational intelligence-based techniques that combine a variety of problem solvers are becoming increasingly pervasive. The ability of these methods to adapt to the dynamically changing environment and learn in an online manner has increased their usefulness in simulating intelligent behaviors as observed in humans. These intelligent systems are able to handle the stochastic and uncertain nature of the real-world problems. Application domains requiring interaction of people or organizations with different, even possibly conflicting goals and proprietary information handling are growing exponentially. To efficiently handle these types of complex interactions, distributed problem solving systems like multiagent systems have become a necessity. The rapid advancements in network communication technologies have provided the platform for successful implementation of such intelligent agent-based problem solvers. An agent can be viewed as a self-contained, concurrently executing thread of control that encapsulates some state and communicates with its environment, and possibly other agents via message passing. Agent-based systems offer advantages when independently developed components must interoperate in a heterogenous environment. Such agent-based systems are increasingly being applied in a wide range of areas including telecommunications, Business process modeling, computer games, distributed system control and robot systems.

Distributed Intelligent Systems

Author : Abdellah Bedrouni
Publisher : Springer Science & Business Media
ISBN 13 : 0387777024
Total Pages : 185 pages
Book Rating : 4.3/5 (877 download)

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Book Synopsis Distributed Intelligent Systems by : Abdellah Bedrouni

Download or read book Distributed Intelligent Systems written by Abdellah Bedrouni and published by Springer Science & Business Media. This book was released on 2009-08-12 with total page 185 pages. Available in PDF, EPUB and Kindle. Book excerpt: Distributed Intelligent Systems: A Coordination Perspective comprehensively answers commonly asked questions about coordination in agent-oriented distributed systems. Characterizing the state-of-the-art research in the field of coordination with regard to the development of distributed agent-oriented systems is a particularly complex endeavour; while existing books deal with specific aspects of coordination, the major contribution of this book lies in the attempt to provide an in-depth review covering a wide range of issues regarding multi-agent coordination in Distributed Artificial Intelligence. Key features: Unveils the lack of coherence and order that characterizes the area of research pertaining to coordination of distributed intelligent systems Examines coordination models, frameworks, strategies and techniques to enable the development of distributed intelligent agent-oriented systems Provides specific recommendations to realize more widespread deployment of agent-based systems

Agents and Artificial Intelligence

Author : Béatrice Duval
Publisher : Springer
ISBN 13 : 3319279475
Total Pages : 347 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Agents and Artificial Intelligence by : Béatrice Duval

Download or read book Agents and Artificial Intelligence written by Béatrice Duval and published by Springer. This book was released on 2015-12-18 with total page 347 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-conference proceedings of the 7th International Conference on Agents and Artificial Intelligence, ICAART 2015, held in Lisbon, Portugal, in January 2015.The 18 revised full papers presented in this book were carefully reviewed and selected from 187 submissions. The papers are organized in two topical sections on agents and on artificial intelligence and focus on multi-agent systems and software platforms; distributed problem solving and distributed AI in general; knowledge representation; planning; learning; scheduling; perception; reactive AI systems; and evolutionary computing.

Applications and Innovations in Intelligent Systems XIV

Author : Richard Ellis
Publisher : Springer Science & Business Media
ISBN 13 : 1846286662
Total Pages : 245 pages
Book Rating : 4.8/5 (462 download)

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Book Synopsis Applications and Innovations in Intelligent Systems XIV by : Richard Ellis

Download or read book Applications and Innovations in Intelligent Systems XIV written by Richard Ellis and published by Springer Science & Business Media. This book was released on 2010-04-05 with total page 245 pages. Available in PDF, EPUB and Kindle. Book excerpt: The papers in this volume are the refereed application papers presented at AI-2006, the Twenty-sixth SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence, held in Cambridge in December 2006. The papers present new and innovative developments in the field. The series serves as a key reference as to how AI technology has enabled organisations to solve complex problems and gain significant business benefit.

A Concise Introduction to Multiagent Systems and Distributed Artificial Intelligence

Author : Nikos Vlassis
Publisher : Morgan & Claypool Publishers
ISBN 13 : 1598295276
Total Pages : 84 pages
Book Rating : 4.5/5 (982 download)

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Book Synopsis A Concise Introduction to Multiagent Systems and Distributed Artificial Intelligence by : Nikos Vlassis

Download or read book A Concise Introduction to Multiagent Systems and Distributed Artificial Intelligence written by Nikos Vlassis and published by Morgan & Claypool Publishers. This book was released on 2007-06-01 with total page 84 pages. Available in PDF, EPUB and Kindle. Book excerpt: Multiagent systems is an expanding field that blends classical fields like game theory and decentralized control with modern fields like computer science and machine learning. This monograph provides a concise introduction to the subject, covering the theoretical foundations as well as more recent developments in a coherent and readable manner. The text is centered on the concept of an agent as decision maker. Chapter 1 is a short introduction to the field of multiagent systems. Chapter 2 covers the basic theory of singleagent decision making under uncertainty. Chapter 3 is a brief introduction to game theory, explaining classical concepts like Nash equilibrium. Chapter 4 deals with the fundamental problem of coordinating a team of collaborative agents. Chapter 5 studies the problem of multiagent reasoning and decision making under partial observability. Chapter 6 focuses on the design of protocols that are stable against manipulations by self-interested agents. Chapter 7 provides a short introduction to the rapidly expanding field of multiagent reinforcement learning. The material can be used for teaching a half-semester course on multiagent systems covering, roughly, one chapter per lecture.

Agent-Oriented Information Systems III

Author : Manuel Kolp
Publisher : Springer
ISBN 13 : 354048292X
Total Pages : 300 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Agent-Oriented Information Systems III by : Manuel Kolp

Download or read book Agent-Oriented Information Systems III written by Manuel Kolp and published by Springer. This book was released on 2006-11-23 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-proceedings of the 7th International Bi-Conference Workshop on Agent-Oriented Information Systems, AOIS 2005, held in Utrecht, Netherlands, in July 2005 and in Klagenfurt, Austria, in October 2005. The 19 revised full papers are organized in topical sections on agent behavior, communications and reasoning, methodologies and ontologies, agent-oriented software engineering, as well as applications.