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Fuzzy multicriteria decision-making : models, methods and applications / Witold Pedrycz, Petr Ekel and Roberta Parreiras
Contributor(s): Resource type: Ressourcentyp: Buch (Online)Book (Online)Language: English Publisher: Chichester, West Sussex, U.K : Wiley, 2011Edition: 1st ed (Online-Ausg.)Description: Online-Ressource (1 online resource (xxi, 338 p.)) : illISBN:- 9781282889262
- 1282889265
- 9780470974049
- 9780470682258
- 003.56
- T57.95
Contents:
Summary: Fuzzy Multicriteria Decision-Making: Models, Algorithms and Applications addresses theoretical and practical gaps in considering uncertainty and multicriteria factors encountered in the design, planning, and control of complex systems. Including all prerequisite knowledge and augmenting some parts with a step-by-step explanation of more advanced concepts, the authors provide a systematic and comprehensive presentation of the concepts, design methodology, and detailed algorithms. These are supported by many numeric illustrations and a number of application scenarios to motivate the reader and make some abstract concepts more tangible. Fuzzy Multicriteria Decision-Making: Models, Algorithms and Applications will appeal to a wide audience of researchers and practitioners in disciplines where decision-making is paramount, including various branches of engineering, operations research, economics and management; it will also be of interest to graduate students and senior undergraduate students in courses such as decision making, management, risk management, operations research, numerical methods, and knowledge-based systems.Summary: Intro -- FUZZY MULTICRITERIA DECISION-MAKING -- Contents -- About the Authors -- Foreword -- Preface -- 1 Decision-Making in System Project, Planning, Operation, and Control: Motivation, Objectives, and Basic Concepts -- 1.1 Decision-Making and its Support -- 1.2 Optimization and Decision-Making Problems -- 1.3 Multicriteria Decision-Making -- 1.4 Group Decision-Making -- 1.5 Fuzzy Sets and their Role in Decision-Making Processes -- 1.6 Conclusions -- References -- 2 Notions and Concepts of Fuzzy Sets: An Introduction -- 2.1 Sets and Fuzzy Sets: A Fundamental Departure from the Principle of Dichotomy -- 2.2 Interpretation of Fuzzy Sets -- 2.3 Membership Functions and Classes of Fuzzy Sets -- 2.4 Fuzzy Numbers and Intervals -- 2.5 Linguistic Variables -- 2.6 A Generic Characterization of Fuzzy Sets: Some Fundamental Descriptors -- 2.7 Geometric Interpretation of Sets and Fuzzy Sets -- 2.8 Fuzzy Sets and the Family of α-cuts -- 2.9 Operations on Fuzzy Sets -- 2.9.1 Triangular Norms and Triangular Conorms as Models of Operations on Fuzzy Sets -- 2.9.2 Negations -- 2.10 Fuzzy Relations -- 2.10.1 The Concept of Relations -- 2.10.2 Fuzzy Relations -- 2.10.3 Properties of the Fuzzy Relations -- 2.10.4 Domain and Codomain of Fuzzy Relations -- 2.10.5 Representation of Fuzzy Relations -- 2.10.6 Equality of Fuzzy Relations -- 2.10.7 Inclusion of Fuzzy Relations -- 2.10.8 Operations on Fuzzy Relations -- 2.10.9 Union of Fuzzy Relations -- 2.10.10 Intersection of Fuzzy Relations -- 2.10.11 Complement of Fuzzy Relations -- 2.10.12 Transposition of Fuzzy Relations -- 2.10.13 Cartesian Product of Fuzzy Relations -- 2.10.14 Projection of Fuzzy Relations -- 2.10.15 Cylindrical Extension -- 2.10.16 Reconstruction of Fuzzy Relations -- 2.10.17 Binary Fuzzy Relations -- 2.10.18 Transitive Closure -- 2.10.19 Equivalence and Similarity Relations.PPN: PPN: 809141132Package identifier: Produktsigel: ZDB-26-MYL | ZDB-38-EBR | ZDB-30-PAD | ZDB-30-PBE | ZDB-30-PQE
FUZZY MULTICRITERIA DECISION-MAKING; Contents; About the Authors; Foreword; Preface; 1 Decision-Making in System Project, Planning, Operation, and Control: Motivation, Objectives, and Basic Concepts; 2 Notions and Concepts of Fuzzy Sets: An Introduction; 3 Selected Design and Processing Aspects of Fuzzy Sets; 4 Continuous Models of Multicriteria Decision-Making and their Analysis; 5 Introduction to Preference Modeling with Binary Fuzzy Relations; 6 Construction of Fuzzy Preference Relations; 7 Discrete Models of Multicriteria Decision-Making and their Analysis
8 Generalization of a Classic Approach to Dealing with Uncertainty of Information for Multicriteria Decision Problems9 Group Decision-Making: Fuzzy Models; 10 Use of Consensus Schemes in Group Decision-Making; Index
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