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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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Book ChapterDOI
Goodness of Aggregation Operators in a Diagnostic Fuzzy Model of Business Failure
TL;DR: A mechanism of analysis useful to verify the capacity of the Vigier and Terceno (2008) diagnostic fuzzy model to predict diseases is proposed and a goodness measure using approximate solutions is presented.
An Optimization Approach for Fuzzy Controller Design
TL;DR: In the study, effectiveness of an opti- mization program for designing a fuzzy controller is determined, and the relationship between membership functions and controller performance is discussed.
Proceedings Article
Fuzzy multicriteria decision making under attitude and confidence analysis
Wei Wang,Kim-Leng Poh +1 more
TL;DR: By incorporating attitude and confidence analysis into evaluation process, this method is useful for tackling imprecision and subjectiveness in complex, ill-defined and human-oriented decision problems.
Book ChapterDOI
A Fuzzy Decision Support System for Drawing Directions from Purchasing Portfolio Models
TL;DR: A fuzzy-based decision support system (DSS) enhancing users to effectively integrate classical purchasing portfolio approaches with additional strategic oriented priorities and information in order to effectively support the definition of purchasing directions and action plans is presented.
Proceedings ArticleDOI
Unified multi-objective optimal power flow considering emissions with fuzzy network and generators ramp-rate constraints
TL;DR: In this article, a unified multi-objective fuzzy optimal power flow (UMOPF) algorithm was proposed, which considers total operating cost, power plants emissions, and total real power loss, with transmission line and transformer loading limits, generators ramp-rate limits, and voltage margins constraints.