Aiding Decisions With Multiple Criteria

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Multiple Criteria Decision Aid

Jason Papathanasiou,Nikolaos Ploskas
Multiple Criteria Decision Aid Book PDF

Author : Jason Papathanasiou,Nikolaos Ploskas
Publisher : Springer
Page : 173 pages
File Size : 40,7 Mb
Release : 2018-09-19
Category : Business & Economics
ISBN : 9783319916484

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Multiple Criteria Decision Aid by Jason Papathanasiou,Nikolaos Ploskas Pdf

Multiple criteria decision aid (MCDA) methods are illustrated in this book through theoretical and computational techniques utilizing Python. Existing methods are presented in detail with a step by step learning approach. Theoretical background is given for TOPSIS, VIKOR, PROMETHEE, SIR, AHP, goal programming, and their variations. Comprehensive numerical examples are also discussed for each method in conjunction with easy to follow Python code. Extensions to multiple criteria decision making algorithms such as fuzzy number theory and group decision making are introduced and implemented through Python as well. Readers will learn how to implement and use each method based on the problem, the available data, the stakeholders involved, and the various requirements needed. Focusing on the practical aspects of the multiple criteria decision making methodologies, this book is designed for researchers, practitioners and advanced graduate students in the applied mathematics, information systems, operations research and business administration disciplines, as well as other engineers and scientists oriented in interdisciplinary research. Readers will greatly benefit from this book by learning and applying various MCDM/A methods. (Adiel Teixeira de Almeida, CDSID-Center for Decision System and Information Development, Universidade Federal de Pernambuco, Recife, Brazil) Promoting the development and application of multicriteria decision aid is essential to ensure more ethical and sustainable decisions. This book is a great contribution to this objective. It is a perfect blend of theory and practice, providing potential users and researchers with the theoretical bases of some of the best-known methods as well as with the computing tools needed to practice, to compare and to put these methods to use. (Jean-Pierre Brans, Vrije Universiteit Brussel, Brussels, Belgium) This book is intended for researchers, practitioners and students alike in decision support who wish to familiarize themselves quickly and efficiently with multicriteria decision aiding algorithms. The proposed approach is original, as it presents a selection of methods from the theory to the practical implementation in Python, including a detailed example. This will certainly facilitate the learning of these techniques, and contribute to their effective dissemination in applications. (Patrick Meyer, IMT Atlantique, Lab-STICC, Univ. Bretagne Loire, Brest, France)

Aiding Decisions with Multiple Criteria

Denis Bouyssou,Eric Jacquet-Lagrèze,Patrice Perny,Roman Slowiński,Daniel Vanderpooten,P. Vincke
Aiding Decisions with Multiple Criteria Book PDF

Author : Denis Bouyssou,Eric Jacquet-Lagrèze,Patrice Perny,Roman Slowiński,Daniel Vanderpooten,P. Vincke
Publisher : Springer Science & Business Media
Page : 551 pages
File Size : 51,8 Mb
Release : 2012-12-06
Category : Business & Economics
ISBN : 9781461508434

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Aiding Decisions with Multiple Criteria by Denis Bouyssou,Eric Jacquet-Lagrèze,Patrice Perny,Roman Slowiński,Daniel Vanderpooten,P. Vincke Pdf

Aiding Decisions With Multiple Criteria: Essays in Honor of Bernard Roy is organized around two broad themes: Graph Theory with path-breaking contributions on the theory of flows in networks and project scheduling, Multiple Criteria Decision Aiding with the invention of the family of ELECTRE methods and methodological contribution to decision-aiding which lead to the creation of Multi-Criteria Decision Analysis (MCDA). Professor Bernard Roy has had considerable influence on the development of these two broad areas. £/LIST£ Part one contains papers by Jacques Lesourne, and Dominique de Werra & Pierre Hansen related to the early career of Bernard Roy when he developed many new techniques and concepts in Graph Theory in order to cope with complex real-world problems. Part two of the book is devoted to Philosophy and Epistemology of Decision-Aiding with contributions from Valerie Belton & Jacques Pictet and Jean-Luis Genard & Marc Pirlot. Part three includes contributions based on Theory and Methodology of Multi-Criteria Decision-Aiding based on a general framework for conjoint measurement that allows intrasitive preferences. Denis Bouyssou & Marc Pirlot; Alexis Tsoukiàs, Patrice Perny & Philippe Vincke; Luis Dias & João Clímaco; Daniel Vanderpooten; Michael Doumpos & Constantin Zopounidis; and Marc Roubens offer a considerable range of examinations of this aspect of MCDA. Part four is devoted to Perference Modeling with contributions from Peter Fishburn; Salvatore Greco, Benedetto Matarazzo & Roman Slowinski; Salem Benferhat, Didier Dubois & Henri Prade; Oscar Franzese & Mark McCord; Bertrand Munier; and Raymond Bisdorff. Part five groups Applications of Multi-Criteria Decision-Aiding, and Carlos Henggeler Antunes, Carla Oliveira & João Clímaco; Carlos Bana e Costa, Manuel da Costa-Lobo, Isabel Ramos & Jean-Claude Vansnick; Yannis Siskos & Evangelos Grigoroudis; Jean-Pierre Brans, Pierre Kunsch & Bertrand Mareschal offer a wide variety of application problems. Finally, Part six includes contributions on Multi-Objective Mathematical Programming from Jacques Teghem, Walter Habenicht and Pekka Korhonen.

Multiple Criteria Decision Analysis: State of the Art Surveys

Salvatore Greco
Multiple Criteria Decision Analysis State of the Art Surveys Book PDF

Author : Salvatore Greco
Publisher : Springer Science & Business Media
Page : 1063 pages
File Size : 45,6 Mb
Release : 2006-01-20
Category : Business & Economics
ISBN : 9780387230818

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Multiple Criteria Decision Analysis: State of the Art Surveys by Salvatore Greco Pdf

Multiple Criteria Decision Analysis: State of the Art Surveys provides survey articles and references of the seminal or state-of-the-art research on MCDA. The material covered ranges from the foundations of MCDA, over various MCDA methodologies (outranking methods, multiattribute utility and value theories, non-classical approaches) to multiobjective mathematical programming, MCDA applications, and software. This vast amount of material is organized in 8 parts, with a total of 25 chapters. More than 2000 references are listed.

Intelligent Decision Aiding Systems Based on Multiple Criteria for Financial Engineering

Constantin Zopounidis,Michael Doumpos
Intelligent Decision Aiding Systems Based on Multiple Criteria for Financial Engineering Book PDF

Author : Constantin Zopounidis,Michael Doumpos
Publisher : Springer Science & Business Media
Page : 230 pages
File Size : 48,7 Mb
Release : 2013-11-27
Category : Computers
ISBN : 9781461546634

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Intelligent Decision Aiding Systems Based on Multiple Criteria for Financial Engineering by Constantin Zopounidis,Michael Doumpos Pdf

This book provides a new point of view on the field of financial engineering, through the application of multicriteria intelligent decision aiding systems. The aim of the book is to provide a review of the research in the area and to explore the adequacy of the tools and systems developed according to this innovative approach in addressing complex financial decision problems, encountered within the field of financial engineering. Audience: Researchers and professionals such as financial managers, financial engineers, investors, operations research specialists, computer scientists, management scientists and economists.

Multiple Criteria Decision Analysis

Salvatore Greco,Matthias Ehrgott,José Rui Figueira
Multiple Criteria Decision Analysis Book PDF

Author : Salvatore Greco,Matthias Ehrgott,José Rui Figueira
Publisher : Springer
Page : 1347 pages
File Size : 44,8 Mb
Release : 2016-02-18
Category : Business & Economics
ISBN : 9781493930944

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Multiple Criteria Decision Analysis by Salvatore Greco,Matthias Ehrgott,José Rui Figueira Pdf

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.

Evaluation and Decision Models with Multiple Criteria

Denis Bouyssou,Thierry Marchant,Marc Pirlot,Alexis Tsoukias,Philippe Vincke
Evaluation and Decision Models with Multiple Criteria Book PDF

Author : Denis Bouyssou,Thierry Marchant,Marc Pirlot,Alexis Tsoukias,Philippe Vincke
Publisher : Springer Science & Business Media
Page : 460 pages
File Size : 51,9 Mb
Release : 2006-06-07
Category : Business & Economics
ISBN : 9780387310992

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Evaluation and Decision Models with Multiple Criteria by Denis Bouyssou,Thierry Marchant,Marc Pirlot,Alexis Tsoukias,Philippe Vincke Pdf

Formal decision and evaluation models are so widespread that almost no one can pretend not to have used or suffered the consequences of one of them. This book is a guide aimed at helping the analyst to choose a model and use it consistently. A sound analysis of techniques is proposed and the presentation can be extended to most decision and evaluation models as a "decision aiding methodology".

Readings in Multiple Criteria Decision Aid

Carlos A. Bana e Costa
Readings in Multiple Criteria Decision Aid Book PDF

Author : Carlos A. Bana e Costa
Publisher : Springer Science & Business Media
Page : 661 pages
File Size : 42,5 Mb
Release : 2012-12-06
Category : Business & Economics
ISBN : 9783642759352

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Readings in Multiple Criteria Decision Aid by Carlos A. Bana e Costa Pdf

Multiple Criteria Decision Aid is a field which has seen important developments in the last few years. This is not only illustrated by the increasing number of papers and communications in the scientific journals and Congresses, but also by the activities of several international working groups. In 1983, a first Summer School was organised at Catania (Sicily) to promote multicriteria decision-aid in companies and to encourage specialists to exchange didactic material. The second School was held in 1985 at Narnur (Belgium) and I am pleased now to present the selected readings from the "Third International Summer School on Multicriteria Decision Aid: Methods, Applications and Software", which took place in Monte Estoril (Portugal), in 1988. was the quality of the contributions presented by the Such during the Summer School that I have decided to take lecturers advantage of this opportunity to produce a more carefully prepared and homogeneous book rather than a simple volume of proceedings. All the initial versions of the selected papers were revised and some, although not included in the programme of the School, were written in order to give a more complete overview of the MCDA field.

Multiple Criteria Decision Aiding

Constantin Zopounidis
Multiple Criteria Decision Aiding Book PDF

Author : Constantin Zopounidis
Publisher : Nova Science Publishers
Page : 0 pages
File Size : 40,7 Mb
Release : 2010
Category : Decision making
ISBN : 1616682310

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Multiple Criteria Decision Aiding by Constantin Zopounidis Pdf

The changes in the technological and business environment have complicated the nature of the decision-making process in real-world problems, thus motivating the development of new operations research (OR) methodologies. This book presents the advances to the theory of multi-criteria analysis, covering all its major aspects.

Financial Decision Aid Using Multiple Criteria

Hatem Masri,Blanca Pérez-Gladish,Constantin Zopounidis
Financial Decision Aid Using Multiple Criteria Book PDF

Author : Hatem Masri,Blanca Pérez-Gladish,Constantin Zopounidis
Publisher : Springer
Page : 241 pages
File Size : 45,6 Mb
Release : 2018-01-17
Category : Business & Economics
ISBN : 9783319688763

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Financial Decision Aid Using Multiple Criteria by Hatem Masri,Blanca Pérez-Gladish,Constantin Zopounidis Pdf

This volume highlights recent applications of multiple-criteria decision-making (MCDM) models in the field of finance. Covering a wide range of MCDM approaches, including multiobjective optimization, goal programming, value-based models, outranking techniques, and fuzzy models, it provides researchers and practitioners with a set of MCDM methodologies and empirical results in areas such as portfolio management, investment appraisal, banking, and corporate finance, among others. The book addresses issues related to problem structuring and modeling, solution techniques, comparative analyses, as well as combinations of MCDM models with other analytical methodologies.

Advanced Studies in Multi-Criteria Decision Making

Sarah Ben Amor,Adiel Teixeira de Almeida,Joao Luis de Miranda,Emel Aktas
Advanced Studies in Multi Criteria Decision Making Book PDF

Author : Sarah Ben Amor,Adiel Teixeira de Almeida,Joao Luis de Miranda,Emel Aktas
Publisher : CRC Press
Page : 177 pages
File Size : 47,9 Mb
Release : 2019-12-11
Category : Business & Economics
ISBN : 9781351722100

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Advanced Studies in Multi-Criteria Decision Making by Sarah Ben Amor,Adiel Teixeira de Almeida,Joao Luis de Miranda,Emel Aktas Pdf

With contributions from some of the top academics and scientists in the field, Advanced Studies in Multi-Criteria Decision Making presents an updated view of the landscape of Decision Sciences, current research topics, the interaction with other sciences and fields, as well as the prospects and challenges at an international level. Given that Decision Sciences are recognized today as indispensable for confronting the major societal challenges in science and technology, this book would be of interest to decision-makers, managers, and researchers from academia, and industrial/services companies that would like a fresh insight into MCDM. Features Integrates a wide range of scientific fields with a general reader approach, including applied researchers from the social, business, enterprise sciences Suitable for academics and professionals Presents a broad coverage of MCDM tools either in industry or in services companies and systems Provides a fresh overview on MCDM studies promoted by prestigious R&D institutions

Multicriteria Methodology for Decision Aiding

B. Roy
Multicriteria Methodology for Decision Aiding Book PDF

Author : B. Roy
Publisher : Springer Science & Business Media
Page : 303 pages
File Size : 54,9 Mb
Release : 2013-11-11
Category : Business & Economics
ISBN : 9781475725001

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Multicriteria Methodology for Decision Aiding by B. Roy Pdf

axiomatic results should be at the heart of such a science. Through them, we should be able to enlighten and scientifically assist decision-making processes especially by: - making that wh ich is objective stand out more c1early from that which is less objective; - separating robust from fragile conc1usions; - dissipating certain forms of misunderstanding in communication; - avoiding the pitfall of illusory reasoning; - emphasizing, once they are understood, incontrovertible results. The difficulties I encountered at the begining of my career as an operations researcher, and later as a consultant, made me realize that there were some limitations on objectivity in decision-aiding. In my opinion, five major aspects must be taken into consideration: 1) The borderline (or frontier) between what is and what is not feasible is often fuzzy. Moreover, this borderline is frequently modified in light of what is found from the study itself. 2) In many real-world problems, the "decision maker D" does not really exist as a person truly able to make adecision. Usually, several people (actors or stakeholders) take part in the decision process, and it is important not to confuse the one who ratifies adecision with the so-called decision maker in the decision ai ding process. This decision maker is in fact the person or the set of persons for whom or in the name of whom decision aiding effort is provided.

New Perspectives in Multiple Criteria Decision Making

Michalis Doumpos,José Rui Figueira,Salvatore Greco,Constantin Zopounidis
New Perspectives in Multiple Criteria Decision Making Book PDF

Author : Michalis Doumpos,José Rui Figueira,Salvatore Greco,Constantin Zopounidis
Publisher : Springer
Page : 427 pages
File Size : 54,9 Mb
Release : 2019-04-02
Category : Business & Economics
ISBN : 9783030114824

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New Perspectives in Multiple Criteria Decision Making by Michalis Doumpos,José Rui Figueira,Salvatore Greco,Constantin Zopounidis Pdf

This book provides comprehensive coverage of the latest research on multiple criteria research analysis (MCDA) and related areas, gathering a collection of high-quality chapters prepared by leading scholars in the field. By covering the established streams in MCDA research and simultaneously exploring new and emerging areas of application, it offers a unique reference resource for the future development of MCDA. The book approaches MCDA as one of the most active areas in operations research and management science (OR/MS). It presents not only the significant advances achieved to date, but also the new opportunities and challenges arising for both the theory and practice of MCDA. Among many others, the book addresses behavioral and conceptual aspects of decision aiding and decision making, problem structuring issues in the framework of new technological and socio-economic advances, methodological and algorithmic advances for analytical modeling and decision aiding, as well as a number of new application areas in engineering, business, and the social sciences.

Trends in Multiple Criteria Decision Analysis

Salvatore Greco,Matthias Ehrgott,José Rui Figueira
Trends in Multiple Criteria Decision Analysis Book PDF

Author : Salvatore Greco,Matthias Ehrgott,José Rui Figueira
Publisher : Springer Science & Business Media
Page : 412 pages
File Size : 55,5 Mb
Release : 2010-09-10
Category : Business & Economics
ISBN : 9781441959041

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Trends in Multiple Criteria Decision Analysis by Salvatore Greco,Matthias Ehrgott,José Rui Figueira Pdf

Multiple Criteria Decision Making (MCDM) is the study of methods and procedures by which concerns about multiple conflicting criteria can be formally incorporated into the management planning process. A key area of research in OR/MS, MCDM is now being applied in many new areas, including GIS systems, AI, and group decision making. This volume is in effect the third in a series of Springer books by these editors (all in the ISOR series), and it brings all the latest developments in MCDM into focus. Looking at developments in the applications, methodologies and foundations of MCDM, it presents research from leaders in the field on such topics as Problem Structuring Methodologies; Measurement Theory and MCDA; Recent Developments in Evolutionary Multiobjective Optimization; Habitual Domains and Dynamic MCDM in Changeable Spaces; Stochastic Multicriteria Acceptability Analysis; and many more chapters.

Multiple Criteria Decision Aiding

Constantin Zopounidis
Multiple Criteria Decision Aiding Book PDF

Author : Constantin Zopounidis
Publisher : Unknown
Page : 258 pages
File Size : 41,8 Mb
Release : 2012
Category : BUSINESS & ECONOMICS
ISBN : 1611227488

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Multiple Criteria Decision Aiding by Constantin Zopounidis Pdf

The changes in the technological and business environment have complicated the nature of the decision-making process in real-world problems, thus motivating the development of new operations research (OR) methodologies. The traditional OR context is usually based on a single objective approach using profit (cost) maximization (minimization) criteria. However, it is now widely acknowledged that such an approach overlooks additional factors which are also highly relevant in a decision-making context. This book presents the recent advances to the theory of multicriteria analysis, covering all its major aspects in a unique edited volume.

Multiple Criteria Decision Making

Constantin Zopounidis,Michael Doumpos
Multiple Criteria Decision Making Book PDF

Author : Constantin Zopounidis,Michael Doumpos
Publisher : Springer
Page : 211 pages
File Size : 53,9 Mb
Release : 2016-09-08
Category : Business & Economics
ISBN : 9783319392929

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Multiple Criteria Decision Making by Constantin Zopounidis,Michael Doumpos Pdf

This book presents a broad range of innovative applications and case studies in all areas of management and engineering, including public administration, finance, marketing, engineering, transportation, and energy systems. It addresses issues related to problem structuring, preference modeling, and model construction, presenting a framework that provides clear decision-making support in practice. In addition, it includes hybrid and integrated techniques combining multiple criteria decision making (MCDM) with other analytical methods. The book reflects the growing impact of MCDM in the field of management science and operations research. Building on recent and established theoretical advances and presenting their applications in specific domains, it offers a comprehensive resource for researchers, graduate students and professionals alike.