Fuzzy Sets, Decision Making, and Expert Systems

In the two decades since its inception by L. Zadeh, the theory of fuzzy sets has matured into a wide-ranging collection of concepts, models, and tech­ niques for dealing with complex phenomena which do not lend themselves to analysis by classical methods based on probability theory and bivalent logi...

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Main Author: Zimmermann, Hans-Jürgen
Corporate Author: SpringerLink (Online service)
Format: eBook
Language:English
Published: Dordrecht Springer Netherlands 1987, 1987
Edition:1st ed. 1987
Series:International Series in Management Science Operations Research
Subjects:
Online Access:
Collection: Springer Book Archives -2004 - Collection details see MPG.ReNa
Table of Contents:
  • 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 Varia