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TitleFuzzy and Multi-Level Decision Making: Soft Computing Approaches [electronic resource] / by Chi-Bin Cheng, Hsu-Shih Shih, E. Stanley Lee
ImprintCham : Springer International Publishing : Imprint: Springer, 2019
Edition 2nd ed. 2019
Connect tohttps://doi.org/10.1007/978-3-319-92525-7
Descript XI, 219 p. 29 illus., 8 illus. in color. online resource

SUMMARY

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 examples and 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


CONTENT

Introduction -- Linear Bi-level Programming -- Possibility Theory and Fuzzy Optimization -- Fuzzy Interactive Multi-level Decision Making -- Aggregation of Fuzzy Systems in Multi-level Decisions -- Multi-level Optimization by Fuzzy Dynamic Programming -- Auction Mechanisms for Solving Multi-level Programming -- Neural Networks for Solving Multi-level Programming -- Metaheuristics for Multi-level Optimization


Engineering Operations research Computer simulation Business logistics Engineering economy Computational Intelligence. http://scigraph.springernature.com/things/product-market-codes/T11014 Operations Research/Decision Theory. http://scigraph.springernature.com/things/product-market-codes/521000 Simulation and Modeling. http://scigraph.springernature.com/things/product-market-codes/I19000 Supply Chain Management. http://scigraph.springernature.com/things/product-market-codes/519030 Engineering Economics Organization Logistics Marketing. http://scigraph.springernature.com/things/product-market-codes/T22016



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