Reduction of the Pareto Set An Axiomatic Approach / by Vladimir D. Noghin.
By: Noghin, Vladimir D, autor
Material type:
E-bookSeries: (Studies in Systems, Decision and Control, 2198-4182; 126); (Engineering (Springer-11647)).Publisher: Cham : Springer International Publishing, 2018Description: 1 recurso en línea (XIX, 232 páginas 24 ilustraciones).ISBN: 9783319678733.Subject: Toma de decisiones multicriterio
| Item type | Current library | Collection | Call number | Status | Date due | Barcode | Item holds | |
|---|---|---|---|---|---|---|---|---|
LIBRO-E NO PRÉSTAMO
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Madrid Digital Acceso Electrónico (UEM) | Ciencias e Ingeniería | Q342 .N644 2018 EB (Browse shelf(Opens below)) | Acceso electrónico | eBook.15112840 |
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| Q342 .N354 2018 EB Modeling with Rules Using Semantic Knowledge Engineering | Q342 .N493 2018 EB New Advances in the Internet of Things | Q342 .N498 2015 EB New Trends in Computational Collective Intelligence | Q342 .N644 2018 EB Reduction of the Pareto Set An Axiomatic Approach | Q342 .O458 2017 EB Advances and applications of optimised algorithms in image processing | Q342 .O685 2017 EB Optical character recognition systems for different languages with soft computing | Q342 .P477 2018 EB Personal Assistants: Emerging Computational Technologies |
Edgeworth-Pareto Principle -- Pareto set reduction based on elementary information quantum -- Pareto set reduction based on general information quantum -- Pareto set reduction using elementary collections of information quanta -- Pareto set reduction based on collections of information quanta -- Completeness property of information quanta -- Pareto set reduction using fuzzy information -- Decision-making based on information quanta: Methodology and Practice.
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.
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