Fuzzy Multi-Criteria Decision Making: Theory and Applications with Recent Developments

ISBN-13: 9781441945754 / Angielski / Miękka / 2010 / 590 str.

Cengiz Kahraman

Opis

In trying to make a satisfactory decision when imprecise and multicriteria situations are involved, a decision maker has to use a fuzzy multicriteria decision making method. "Fuzzy Multi-Criteria Decision Making" (MCDM) presents fuzzy multiattribute and multiobjective decision-making methodologies by distinguished MCDM researchers. In summarizing the concepts and results of the most popular fuzzy multicriteria methods, using numerical examples, this work examines all the fuzzy multicriteria methods recently developed, such as fuzzy AHP, fuzzy TOPSIS, interactive fuzzy multiobjective stochastic linear programming, fuzzy multiobjective dynamic programming, grey fuzzy multiobjective optimization, fuzzy multiobjective geometric programming, and more. Each of the 22 chapters includes practical applications along with new developments/results. This book may be used as a textbook in graduate operations research, industrial engineering, and economics courses. It will also be an excellent resource, providing new suggestions and directions for further research, for computer programmers, mathematicians, and scientists in a variety of disciplines where multicriteria decision making is needed.

Spis treści

Contents.- 1.Multi-Criteria Decision-Making Methods and Fuzzy Sets.- 2.Intelligent Fuzzy Multi-Criteria Decision Making: Review and Analysis.-FUZZY MADM METHODS AND APPLICATIONS.- 3.Fuzzy Analytic Hierarchy Process and Its Application.-4.A Swot-AHP Application Using Fuzzy Concept.- 5.Fuzzy Outranking Methods.- 6.Fuzzy Multi-Criteria Evaluation of Industrial Robotic Systems Using TOPSIS.- 7.Fuzzy Multi-Attribute Scoring Methods with Applications.- 8.Fuzzy Multi-Attribute Decision Making Using an Information Axiom Based Approach.- 9.Measurement of Level-of-Satisfaction of Decision Maker in Intelligent Fuzzy-MCDM Theory.- 10.FMS Selection Under Disparate Level-of-Satisfaction of Decision Making Using Intelligent Fuzzy-MCDM Model.- 11.Simulation Support to Grey Related Analysis.- 12.Neuro-Fuzzy Approximation of Multi-Criteria Decision Making QFD Methodology.- FUZZY MODM METHODS AND APPLICATIONS.- 13.Fuzzy Multiple Objective Linear Programming.- 14.Quasi-Concave and Non-Concave FMODM Problems.- 15.Interactive Fuzzy Multiobjective Stochastic Linear Programming.- 16. An Interactive Algorithm for Decomposing.- 17.Goal Programming Approaches for Solving Fuzzy Integer Multicriteria Decision-Making Problems.- 18.Grey Fuzzy Multiobjective Optimization.- 19.Fuzzy Multi-Objective Decision-Making Models and Approaches.- 20.Fuzzy Optimization via Multi-Pbjective Evolutionary Computation for Chocolate Manaufacturing.- 21.Multiobjective Geometric Programming and Its Application in an Inventory Model.- 22.Fuzzy Geometric Programming with Numerical Examples.