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Architecture-Based Design of Multi-Agent Systems

โœ Scribed by Danny Weyns (auth.)


Publisher
Springer-Verlag Berlin Heidelberg
Year
2010
Tongue
English
Leaves
237
Edition
1
Category
Library

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โœฆ Synopsis


Multi-agent systems are claimed to be especially suited to the development of software systems that are decentralized, can deal flexibly with dynamic conditions, and are open to system components that come and go. This is why they are used in domains such as manufacturing control, automated vehicles, and e-commerce markets.

Danny Weyns' book is organized according to the postulate that "developing multi-agent systems is 95% software engineering and 5% multi-agent systems theory." He presents a software engineering approach for multi-agent systems that is heavily based on software architecture - with, for example, tailored patterns such as "situated agent", "virtual environment", and "selective perception" - and on middleware for distributed coordination โ€“ with programming abstractions such as "views" and "roles." Next he shows the feasibility and applicability of this approach with the development of an automated transportation system consisting of a number of automatic guided vehicles transporting loads in an industrial setting.

Weyns puts the development of multi-agent systems into a larger perspective with traditional software engineering approaches. With this, he opens up opportunities to exploit the body of knowledge developed in the multi-agent systems community to tackle some of the difficult challenges of modern-day software systems, such as decentralized control, location-awareness, self-adaption, and large-scale. Thus his book is of interest for both researchers and industrial software engineers who develop applications in areas such as distributed control systems and mobile applications where such requirements are of crucial importance.

โœฆ Table of Contents


Front Matter....Pages i-xvii
Introduction....Pages 1-7
Overview of Architecture-Based Design of Multi-Agent Systems....Pages 9-25
Capturing Expertise in Multi-agent System Engineering with Architectural Patterns....Pages 27-53
Architectural Design of Multi-Agent Systems....Pages 55-92
Middleware for Distributed Multi-agent Systems....Pages 93-122
Task Assignment....Pages 123-147
Evaluation of Multi-agent System Architectures....Pages 149-164
Related Approaches....Pages 165-180
Conclusions....Pages 181-187
Back Matter....Pages 189-224

โœฆ Subjects


Artificial Intelligence (incl. Robotics); Software Engineering/Programming and Operating Systems; Industrial and Production Engineering; Special Purpose and Application-Based Systems


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