Fuzzy and Multi-Level Decision Making: Soft Computing Approaches

Name: Fuzzy and Multi-Level Decision Making: Soft Computing Approaches
SKU: 27876820
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Hardback

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Studies in Fuzziness and Soft Computing

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Description

This book offers a comprehensive overview of cutting-edge approaches for decision-making in hierarchical organizations. It presents soft-computing-based techniques, including fuzzy sets, neural networks, genetic algorithms and particle swarm optimization, and shows how these approaches can be effectively used to deal with problems typical of this kind of organization. After introducing the main classical approaches applied to multiple-level programming, the book describes a set of soft-computing techniques, demonstrating their advantages in providing more efficient solutions to hierarchical decision-making problems compared to the classical methods. Based on the book Fuzzy and Multi-Level Decision Making (Springer, 2001) by Lee E.S and Shih, H., this second edition has been expanded to include the most recent findings and methods and a broader spectrum of soft computing approaches. All the algorithms are presented in detail, together with a wealth of practical examplesand solutions to real-world problems, providing students, researchers and professionals with a timely, practice-oriented reference guide to the area of interactive fuzzy decision making, multi-level programming and hierarchical optimization.

Release date Australia

January 24th, 2019

Author

Audience

Professional & Vocational

Edition

2nd ed. 2019

Illustrations

8 Illustrations, color; 21 Illustrations, black and white; XI, 219 p. 29 illus., 8 illus. in color.

Pages

219

Series

Studies in Fuzziness and Soft Computing

ISBN-13

9783319925240

Product ID

27876820

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