Soft Computing for Complex Multiple Criteria Decision Making

AvIgnacy Kaliszewski

Häftad, Engelska, 2010

Del 85 i serien International Series in Operations Research & Management Science

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Beskrivning

"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.

Produktinformation

Utgivningsdatum:2010-11-23
Mått:155 x 235 x 11 mm
Vikt:300 g
Format:Häftad
Språk:Engelska
Serie:International Series in Operations Research & Management Science
Antal sidor:172
Förlag:Springer-Verlag New York Inc.
ISBN:9781441940186

Utforska kategorier

Optimering inom Naturvetenskap och teknik
Systemvetenskap och AI inom Data och IT
Ledarskap och motivation inom Ekonomi och Ledarskap

Recensioner i media

From the reviews: "The book deals with several topics of multicriteria analysis (MCA). ... Each chapter has annotated references which provide good guidelines for further reading. The bibliography covers the topics presented in the book well. ... The book therefore can be recommended ... for both researchers and practitioners concerned with MCA methods. Readers interested in specific issues related to the topics covered by the book may enjoy the way in which the author shares his thoughts and experience." (Marek Makowski, Mathematical Reviews, Issue 2008 g) "Soft Computing for Complex Multiple Criteria Decision Making (MCDM) is the 85th volume in the International Series in Operations Research & Management Science. The book ... is aimed at academics and other researchers, doctoral students, and sophisticated users ... . Overall, the book describes technical concepts clearly and presents these concepts along with clarifying figures and examples. ... I also recommend this book to academics as an introduction to the field ... ." (Yael Grushka-Cockayne, Interfaces, Vol. 37 (6), 2007)

Innehållsförteckning

Preliminaries.- MCDM - Basic Tools.- MCDM Interactive Methods - An Overview.- Universal MCDM Interface.- Generic Interactive MCDM Support Scheme.- Bounds on Outcome Components.- Bounds on Global Trade-Offs.- Soft Computing for Complex MCDM Problems.

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