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Cover image for Soft computing for complex multiple criteria decision making
Title:
Soft computing for complex multiple criteria decision making
Personal Author:
Series:
International series in operations research & management science
Publication Information:
New York, NY. : Springer-Verlag, 2006
Physical Description:
xx, 164 p. : ill. ; 24 cm.
ISBN:
9780387302430

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30000010184065 T58.62 K35 2006 Open Access Book Book
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Summary

Summary

"Daprima importa sappere di che cosa si tratta." ("The ?rst thing is to know what the talk is about".) Attributed to Vilfredo Pareto. This book results from my continuous and deep interest in multiple criteria decision making (MCDM). Eleven years ago I wrote in my p- vious monograph: "This work results from my interest in the ?eld of vector optimization. I stumbled ?rst upon this subject in 1982 [ ... ]. I was attracted then by a gap between vector optimization used to serve as a formal model for multiple objective decision problems and the - cision problems themselves, the gap nonexistent in scalar optimization. Roughly speaking, vector optimization provides methods for ranking - cisions according to a partial order whereas decision making requires a linear ordering of decisions." This declaration is still valid and nothing needs to be changed. To be more speci?c, this book is a fruit of my dissatisfaction with the current state-of-the-art of MCDM. MCDM is a branch of science, whose declared ultimate goal is to provide practical tools. However, we cannot say, and this is regrettable, that all present MCDM methods and algorithms are in popular use by those who make complex decisions and for that purpose are in need of methodological or computational support.


Table of Contents

List of figures
List of tables
Preface
Notation
Introduction
Preliminaries
MCDM - Basic Tools
MCDM interactive methods - an overview
Universal MCDM interface
Generic Interactive MCDM support scheme
Bounds on outcome components
Bounds on trade-offs
Soft computing for complex MCDM problems
References
Sources of quotations
Index
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