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Fuzzy sets, decision making, and expert systems
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TLDR
This book discusses the Logic of Decisions, Behavioral Decision Theory, and Decision Technology, as well as an Interactive Decision Support System for Fuzzy and Semi-fuzzy Multi-Objective Problems.Abstract:
1 Introduction.- The Logic of Decisions, Behavioral Decision Theory, and Decision Technology.- Optimization, Outranking, Evaluation.- Basics of Fuzzy Set Theory.- 2 Individual Decision Making in Fuzzy Environments.- Symmetrical Models.- Nonsymmetrical Models.- Fuzzy Utilities.- 3 Multi-Person Decision Making in Fuzzy Environments.- Basic Models.- Fuzzy Games.- Fuzzy Team Theory.- Fuzzy Group Decision Making.- 4 Fuzzy Mathematical Programming.- Fuzzy Linear and Nonlinear Programming.- Fuzzy Multi-Stage Programming.- 5 Multi-Criteria Decision Making in Ill-Structured Situations.- Fuzzy Multi-Criteria Programming.- Multi-Attribute Decision Making (MADM).- Fuzzy Outranking.- 6 Operators and Membership Functions in Decision Models.- Axiomatic, Pragmatic, and Empirical Justification.- The Measurement of Membership Functions.- Selecting Appropriate Operators in Decision Models.- 7 Decision Support Systems.- Knowledge-Based vs. Data-Based Systems.- Linguistic Variables, Fuzzy Logic, Approximate Reasoning.- An Interactive Decision Support System for Fuzzy and Semi-fuzzy Multi-Objective Problems.- Expert Systems and Fuzzy Sets.read more
Citations
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Journal ArticleDOI
Intuitionistic fuzzy multi-stage multi-objective fixed-charge solid transportation problem in a green supply chain
TL;DR: This research mainly focuses on presenting an innovative study of a multi-stage multi-objective fixed-charge solid transportation problem with a green supply chain network system under an intuitionistic fuzzy environment and incorporates an application example connected with a real-life industrial problem to display the feasibility and potentiality of the proposed model.
Journal ArticleDOI
Detection of level of satisfaction and fuzziness patterns for MCDM model with modified flexible S-curve MF
TL;DR: The key objective of this paper is to guide decision makers in finding out the best candidate-alternative with higher degree of satisfaction with lesser degree of vagueness under tripartite fuzzy environment.
Book ChapterDOI
Fuzzy dynamic programming
TL;DR: This work provides a brief review of basic problem classes and developments of fuzzy dynamic programming which is a promising tool for dealing with multistage decision making and optimization problems under fuzziness.
Journal ArticleDOI
Evaluation and selection in product design for mass customization: A knowledge decision support approach
TL;DR: The focus of this paper is on the development of a knowledge-intensive support scheme and a comprehensive systematic fuzzy clustering and ranking methodology for product family design evaluation and selection.
Journal ArticleDOI
Multi-criteria decision making in German automotive industry using fuzzy logic
C. v. Altrock,B. Krause +1 more
TL;DR: This paper covers an application to reduce the amount of existing data of the development project to a single parameter, describing the overall maturity of the design of truck components, realized at Mercedes-Benz in Germany.