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Fuzzy Multiple Attribute Decision Making : Methods and Applications

Author: Shu-Jen Chen; C L Hwang
Publisher: Berlin, Heidelberg : Springer Berlin Heidelberg, 1992.
Series: Lecture notes in economics and mathematical systems, 375.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
This monograph is intended for a graduate course of engineering and management science, as well as for persons who want an introductory and a capsule look into the theories and methodologies of multiple attribute decision making under a fuzzy environment. Moving from classical MADM introduces a great deal of complexity to the decision analysis. In a fuzzy environment, the decision analysis is extended to not only  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Shu-Jen Chen; C L Hwang
ISBN: 9783642467684 3642467687
OCLC Number: 851775512
Description: 1 online resource (xii, 536 pages 220 illustrations).
Contents: I. Introduction --
II. Multiple Attribute Decision Making --
An Overview --
2.1 Basics and Concepts --
2.2 Classifications of MADM Methods --
2.3 Description of MADM Methods --
III. Fuzzy Sets and their Operations --
3.1 Introduction --
3.2 Basics of Fuzzy Sets --
3.3 Set-Theoretic Operations with Fuzzy Sets --
3.4 The Extension Principle and Fuzzy Arithmetics --
3.5 Conclusions --
IV. Fuzzy Ranking Methods --
4.1 Introduction --
4.2 Ranking Using Degree of Optimality --
4.3 Ranking Using Hamming Distance --
4.4 Ranking Using?-Cuts --
4.5 Ranking Using Comparison Function --
4.6 Ranking Using Fuzzy Mean and Spread --
4.7 Ranking Using Proportion to The Ideal --
4.8 Ranking Using Left and Right Scores --
4.9 Ranking with Centroid Index --
4.10 Ranking Using Area Measurement --
4.11 Linguistic Ranking Methods --
V. Fuzzy Multiple Attribute Decision Making Methods --
5.1 Introduction --
5.2 Fuzzy Simple Additive Weighting Methods --
5.3 Analytic Hierarchical Process (AHP) Methods --
5.4 Fuzzy Conjunctive/Disjunctive Method --
5.5 Heuristic MAUF Approach --
5.6 Negi's Approach --
5.7 Fuzzy Outranking Methods --
5.8 Maximin Methods --
5.9 A New Approach to Fuzzy MADM Problems --
VI. Concluding Remarks --
6.1 MADM Problems and Fuzzy Sets --
6.2 On Existing MADM Solution Methods --
6.3 Critiques of the Existing Fuzzy Methods --
6.4 A New Approach to Fuzzy MADM Problem Solving --
6.5 Other Multiple Criteria Decision Making Methods --
6.6 On Future Studies --
VII. Bibliography.
Series Title: Lecture notes in economics and mathematical systems, 375.
Responsibility: by Shu-Jen Chen, Ching-Lai Hwang.

Abstract:

In this monograph, the literature on methods of fuzzy Multiple Attribute Decision Making (MADM) has been reviewed thoroughly and critically, and classified systematically. The basic concepts and  Read more...

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