Multiple Criteria Decision Analysis

State of the Art Surveys
2. Softcover Nachdruck of the Original 2. 2016 Auflage 2018
ISBN: 978-1-4939-7985-1
Verlag: Springer

Buch, Englisch, Band 233, 1347 Seiten, Previously published in hardcover, Format (B × H): 155 mm x 235 mm, Gewicht: 2118 g

Reihe: International Series in Operations Research Management Science

In two volumes, this new edition presents the state of the art in Multiple Criteria Decision Analysis (MCDA). Reflecting the explosive growth in the field seen during the last several years, the editors not only present surveys of the foundations of MCDA, but look as well at many new areas and new applications. Individual chapter authors are among the most prestigious names in MCDA research, and combined their chapters bring the field completely up to date.

Part I of the book considers the history and current state of MCDA, with surveys that cover the early history of MCDA and an overview that discusses the “pre-theoretical” assumptions of MCDA.  Part II then presents the foundations of MCDA, with individual chapters that provide a very exhaustive review of preference modeling, along with a chapter devoted to the axiomatic basis of the different models that multiple criteria preferences.  Part III looks at outranking methods, with three chapters that consider the ELECTRE methods, PROMETHEE methods, and a look at the rich literature of other outranking methods.

Part IV, on Multiattribute Utility and Value Theories (MAUT), presents chapters on the fundamentals of this approach, the very well known UTA methods, the Analytic Hierarchy Process (AHP) and its more recent extension, the Analytic Network Process (ANP), as well as a chapter on MACBETH (Measuring Attractiveness by a Categorical Based Evaluation Technique).  Part V looks at Non-Classical MCDA Approaches, with chapters on risk and uncertainty in MCDA, the decision rule approach to MCDA, the fuzzy integral approach, the verbal decision methods, and a tentative assessment of the role of fuzzy sets in decision analysis.

Part VI, on Multiobjective Optimization, contains chapters on recent developments of vector and set optimization, the state of the art in continuous multiobjective programming, multiobjective combinatorial optimization, fuzzy multicriteria optimization, a review of
the field of goal programming, interactive methods for solving multiobjective optimization problems, and relationships between MCDA and evolutionary multiobjective optimization (EMO).  Part VII, on Applications, selects some of the most significant areas, including contributions of MCDA in finance, energy planning problems, telecommunication network planning and design, sustainable development, and portfolio analysis.  Finally, Part VIII, on MCDM software, presents well known MCDA software packages.

Zielgruppe

Research

Autoren/Hrsg.

Greco, Salvatore

Ehrgott, Matthias

Figueira, José Rui

Fachgebiete

• Interdisziplinäres Wissenschaften Wissenschaften: Forschung und Information Entscheidungstheorie, Sozialwahltheorie
• Wirtschaftswissenschaften Betriebswirtschaft Management Entscheidungsfindung

Inhaltsverzeichnis

Introduction.- History of MCDA.- Paradigms and Challenges.- Preference Modelling.- Conjoint Measurement Tools for MCDM.- ELECTRE Methods.- PROMETHEE Methods.- Other Outranking Approaches.- MAUT - Multiattribute Utility Theory.- UTA Methods.- The Analytic Hierarchy and Analytic Network Processes for the Measurement of Intangible Criteria and for Decision-Making.- On the Mathematical Foundation of MACBETH.- Dealing with Uncertainties in MCDA.- Decision Rule Approach.- Fuzzy Measures and Integrals in MCDA.- Verbal Decision Analysis.- A Review of Fuzzy Sets in Decision Sciences: Achievements, Limitations and Perspectives.- Vector and Set Valued Optimization.- Multiobjective Continuous Optimization.- Multiobjective Combinatorial Optimization.- Fuzzy Multiple Objective Programming.- Goal Programming.- Interactive Methods.- MCDA and Evolutionary Multiobjective Optimization.- Multicriteria Decision Aid/Analysis in Finance.- MVDA and Energy Planning.- Multicriteria Analysis in Telecommunication Network Planning and Design - Problems and Issues.- Multiple Criteria Decision Analysis and Sustainable Development.- MCDA and Portfolio/Project Analysis.- Multiple Vriteria Decision Support Software.

Introduction.- History of MCDA.- Paradigms and Challenges.- Preference Modelling.- Conjoint Measurement Tools for MCDM.- ELECTRE Methods.- PROMETHEE Methods.- Other Outranking Approaches.- MAUT - Multiattribute Utility Theory.- UTA Methods.- The Analytic Hierarchy and Analytic Network Processes for the Measurement of Intangible Criteria and for Decision-Making.- On the Mathematical Foundation of MACBETH.- Dealing with Uncertainties in MCDA.- Decision Rule Approach.- Fuzzy Measures and Integrals in MCDA.- Verbal Decision Analysis.- A Review of Fuzzy Sets in Decision Sciences: Achievements, Limitations and Perspectives.- Vector and Set Valued Optimization.- Multiobjective Continuous Optimization.- Multiobjective Combinatorial Optimization.- Fuzzy Multiple Objective Programming.- Goal Programming.- Interactive Methods.- MCDA and Evolutionary Multiobjective Optimization.- Multicriteria Decision Aid/Analysis in Finance.- MVDA and Energy Planning.- Multicriteria Analysis in Telecommunication Network Planning and Design - Problems and Issues.- Multiple Criteria Decision Analysis and Sustainable Development.- MCDA and Portfolio/Project Analysis.- Multiple Vriteria Decision Support Software.

Über Autor(innen)

José Rui Figueira is an Associate Professor at the Technical University of Lisbon, Portugal, and researcher at CEG-IST, Center for Management Studies of Instituto Superior Técnico and LAMSADE, University of Paris-Dauphine, France. He obtained his Ph.D. in Operations Research from University of Paris-Dauphine. Professor Figueira’s current research interests are in decision analysis, integer programming, network flows and multiple criteria decision aiding. His research has been published in such journals as European Journal of Operational Research, Computers & Operations Research, Journal of the Operational Research Society, Journal of Mathematical Modeling and Algorithms, European Business Review, Annals of Operations Research, Fuzzy Sets and Systems, 4OR, Socio-Economic Planning Sciences, Journal of Multi-Criteria Decision Analysis,and OMEGA. He is the co-editor of the book, "Multiple Criteria Decision Analysis: State of the Art Surveys, Springer Science + Business Media, Inc, 2005. He is the currently serves as Editor of the Newsletter of the European Working Group on Multiple Criteria Decision Aiding and one of the coordinators of this group. He is also member of the Executive Committee of the International Society of Multiple Criteria Decision Making.

Salvatore Greco is a full professor at the Department of Economics, Catania University.  His main research interests are in the field of multicriteria decision aid, in the application of the rough set approach to decision analysis, in the axiomatic foundation of multicriteria methodology and in the fuzzy integral approach to MCDA. In these fields he cooperates with many researchers of different countries He received the Best Theoretical Paper Award, by the Decision Sciences Institute (Athens, 1999). Together with Benedetto Matarazzo, he organized the VII International Summer School on  MCDA (Catania, 2000). He is author of many articles published in important international
journals and specialized books. He has been invited professor at Poznan Technical University and at the University of Paris Dauphine. He has been invited speakers in important international conferences. He is referee of the most relevant journals in the field of decision analysis.

Matthias Ehrgott grew up in the Palatinate region of Germany. He studied mathematics, computer science and economics at the University of Kaiserslautern in Germany. In 2000 Matthias joined the Department of Engineering Science as a Lecturer. In 2002 he was promoted to Senior Lecturer and in 2004 to Associate Professor. From 2006 to 2008 he also held the position of directeur de recherche at Laboratoire d’Informatique de Nantes Atlantique in France. In 2011 he became Professor and the seventh Head of the Department of Engineering Science. Matthias left the University of Auckland in 2013 to take up a professorship in the Department of Management Science at the University of Lancaster.

José Rui Figueira is an Associate Professor at the Technical University of Lisbon, Portugal, and researcher at CEG-IST, Center for Management Studies of Instituto Superior Técnico and LAMSADE, University of Paris-Dauphine, France. He obtained his Ph.D. in Operations Research from University of Paris-Dauphine. Professor Figueira’s current research interests are in decision analysis, integer programming, network flows and multiple criteria decision aiding. His research has been published in such journals as European Journal of Operational Research, Computers & Operations Research, Journal of the Operational Research Society, Journal of Mathematical Modeling and Algorithms, European Business Review, Annals of Operations Research, Fuzzy Sets and Systems, 4OR, Socio-Economic Planning Sciences, Journal of Multi-Criteria Decision Analysis,and OMEGA. He is the co-editor of the book, "Multiple Criteria Decision Analysis: State of the Art Surveys, Springer Science + Business Media, Inc, 2005. He is the currently serves as Editor of the Newsletter of the European Working Group on Multiple Criteria Decision Aiding and one of the coordinators of this group. He is also member of the Executive Committee of the International Society of Multiple Criteria Decision Making.Salvatore Greco is a full professor at the Department of Economics, Catania University.  His main research interests are in the field of multicriteria decision aid, in the application of the rough set approach to decision analysis, in the axiomatic foundation of multicriteria methodology and in the fuzzy integral approach to MCDA. In these fields he cooperates with many researchers of different countries He received the Best Theoretical Paper Award, by the Decision Sciences Institute (Athens, 1999). Together with Benedetto Matarazzo, he organized the VII International Summer School on  MCDA (Catania, 2000). He is author of many articles published in important international journals and specialized books. He has been invited professor at Poznan Technical University and at the University of Paris Dauphine. He has been invited speakers in important international conferences. He is referee of the most relevant journals in the field of decision analysis.Matthias Ehrgott grew up in the Palatinate region of Germany. He studied mathematics, computer science and economics at the University of Kaiserslautern in Germany. In 2000 Matthias joined the Department of Engineering Science as a Lecturer. In 2002 he was promoted to Senior Lecturer and in 2004 to Associate Professor. From 2006 to 2008 he also held the position of directeur de recherche at Laboratoire d’Informatique de Nantes Atlantique in France. In 2011 he became Professor and the seventh Head of the Department of Engineering Science. Matthias left the University of Auckland in 2013 to take up a professorship in the Department of Management Science at the University of Lancaster.