Vladimir D. Noghin

Reduction of the Pareto Set

An Axiomatic Approach. 'Studies in Systems, Decision and Control'. Softcover reprint of the original 1st ed. 2018. Paperback. Sprache: Englisch.
kartoniert , 252 Seiten
ISBN 3319885014
EAN 9783319885018
Veröffentlicht August 2018
Verlag/Hersteller Springer International Publishing

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Beschreibung

This book focuses on the issues of decision-making with several numerical criteria. It introduces an original general approach to solving multicriteria problems given quantitative information about the preference relation of a decision-maker. It considers the problems with crisp as well as fuzzy preference relations, accepting the four axioms of -reasonable choice-. Further, it defines the notion of an information quantum about the preference relation of a decision-maker and studies the reduction of the Pareto set using a finite collection of information quanta, demonstrating that the original approach yields a good approximation for the set of nondominated alternatives in a multicriteria problem. Lastly, it analyzes a possible combination of the axiomatic approach with other well-known methods. Intended for a wide range of professionals involved in solving multicriteria problems, including researchers, design engineers, product engineers, developers and analysts, the book is also a valuable resource for undergraduate and postgraduate students of mathematics, economics, and engineering.