Intelligent Decision Systems in Large-Scale Distributed Environments

Language: English

Published by Springer, Springer Jun 2011, 2011

3642212700 / 9783642212703

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This item is printed on demand - Print on Demand Titel. Neuware -One of the most challenging issues for the intelligent decision systems is to effectively manage the large-scale complex distributed environments such as computational clouds, grids, ad hoc and P2P networks, under the different types of users, their relations, and real-world uncertainties. In this context the IT resources and services usually belong to different owners (institutions, enterprises, or individuals) and are managed by different administrators. These administrators conform to different sets of rules and configuration directives, and can impose different usage policies on the system users. Additionally, uncertainties are presented in various types of information that are incomplete, imprecise, fragmentary or overloading, which hinders the full and precise determination of the evaluation criteria, their subsequent and selection, the assignment scores, and eventually the final integrated decision result.This book presents new ideas, analysis, implementations and evaluation of the next generation intelligent techniques for solving complex decision problems in large-scale distributed systems. In 15 chapters several important formulations of the decision problems in heterogeneous environments are identified and a review of the recent approaches, from game theoretical models and computational intelligent techniques, such as genetic, memetic and evolutionary algorithms, to intelligent multi-agent systems and networking are presented. We believe that this volume will serve as a reference for the students, researchers and industry practitioners working in or are interested in joining interdisciplinary works in the areas of intelligent decision systems using emergent distributed computing paradigms. It will also allow newcomers to grasp key concerns and potential solutions on the selected topics.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 372 pp. Englisch.

Seller Inventory # 9783642212703

Title
Intelligent Decision Systems in Large-Scale Distributed Environments
Author
Pascal Bouvry
Publisher
Springer, Springer Jun 2011
Publication year
2011
Condition
Neu
Binding
Buch
Language
English
ISBN 10
3642212700
ISBN 13
9783642212703
Item weight
791 grams
Dimensions
241x160x28 mm

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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