The Multi Criteria Approach For Decision Support

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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 : 43,8 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)

Handbook on Decision Support Systems 1

Frada Burstein,Clyde W. Holsapple
Handbook on Decision Support Systems 1 Book PDF

Author : Frada Burstein,Clyde W. Holsapple
Publisher : Springer Science & Business Media
Page : 854 pages
File Size : 53,6 Mb
Release : 2008-01-22
Category : Computers
ISBN : 9783540487135

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Handbook on Decision Support Systems 1 by Frada Burstein,Clyde W. Holsapple Pdf

Decision support systems have experienced a marked increase in attention and importance over the past 25 years. The aim of this book is to survey the decision support system (DSS) field – covering both developed territory and emergent frontiers. It will give the reader a clear understanding of fundamental DSS concepts, methods, technologies, trends, and issues. It will serve as a basic reference work for DSS research, practice, and instruction. To achieve these goals, the book has been designed according to a ten-part structure, divided in two volumes with chapters authored by well-known, well-versed scholars and practitioners from the DSS community.

Multiple Criteria Decision Analysis

Valerie Belton,Theodor Stewart
Multiple Criteria Decision Analysis Book PDF

Author : Valerie Belton,Theodor Stewart
Publisher : Springer Science & Business Media
Page : 381 pages
File Size : 48,5 Mb
Release : 2012-12-06
Category : Business & Economics
ISBN : 9781461514954

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Multiple Criteria Decision Analysis by Valerie Belton,Theodor Stewart Pdf

The field of multiple criteria decision analysis (MCDA), also termed multiple criteria decision aid, or multiple criteria decision making (MCDM), has developed rapidly over the past quarter century and in the process a number of divergent schools of thought have emerged. This can make it difficult for a new entrant into the field to develop a comprehensive appreciation of the range of tools and approaches which are available to assist decision makers in dealing with the ever-present difficulties of seeking compromise or consensus between conflicting inter ests and goals, i.e. the "multiple criteria". The diversity of philosophies and models makes it equally difficult for potential users of MCDA, i.e. management scientists and/or decision makers facing problems involving conflicting goals, to gain a clear understanding of which methodologies are appropriate to their particular context. Our intention in writing this book has been to provide a compre hensive yet widely accessible overview of the main streams of thought within MCDA. We aim to provide readers with sufficient awareness of the underlying philosophies and theories, understanding of the practi cal details of the methods, and insight into practice to enable them to implement any of the approaches in an informed manner. As the title of the book indicates, our emphasis is on developing an integrated view of MCDA, which we perceive to incorporate both integration of differ ent schools of thought within MCDA, and integration of MCDA with broader management theory, science and practice.

The Multi-Criteria Approach for Decision Support

Lotfi Azzabi,Dorra Azzabi,Abdessamad Kobi
The Multi Criteria Approach for Decision Support Book PDF

Author : Lotfi Azzabi,Dorra Azzabi,Abdessamad Kobi
Publisher : Springer Nature
Page : 92 pages
File Size : 43,6 Mb
Release : 2020-09-11
Category : Business & Economics
ISBN : 9783030572624

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The Multi-Criteria Approach for Decision Support by Lotfi Azzabi,Dorra Azzabi,Abdessamad Kobi Pdf

This book presents the multi-criteria approach to decision support, as well as the various multi-criteria tools to help avoid multi-objective optimization. The book is intended as a tool for understanding the multi-criteria tools for decision support and modeling in mathematical programming. It helps to structure models, to easily model complex constraints, to have a basic modeling guide for any multi-criteria system and to better understand models already existing in the literature. The book is structured in the same order as components of the methodology, established in a multi-criteria optimization problem. It introduces the elements of the actors, the decision-making activity under criteria, calculations, specifications and objective criterion.

Multiple Criteria Decision Support in Engineering Design

Pratyush Sen,Jian-Bo Yang
Multiple Criteria Decision Support in Engineering Design Book PDF

Author : Pratyush Sen,Jian-Bo Yang
Publisher : Springer Science & Business Media
Page : 276 pages
File Size : 49,9 Mb
Release : 2012-12-06
Category : Technology & Engineering
ISBN : 9781447130208

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Multiple Criteria Decision Support in Engineering Design by Pratyush Sen,Jian-Bo Yang Pdf

Multiple criteria decision making tools have been developing at an extremely rapid pace over the last few years. This work explores the nature of the pursuit, using the authors extensive experience in the field. With its clear, concise approach combining industrial examples and case studies, this book will be of interest to graduate students, practicing engineers, and project managers.

Multi-criteria Decision Making Methods

Evangelos Triantaphyllou
Multi criteria Decision Making Methods Book PDF

Author : Evangelos Triantaphyllou
Publisher : Springer Science & Business Media
Page : 307 pages
File Size : 41,5 Mb
Release : 2013-03-09
Category : Business & Economics
ISBN : 9781475731576

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Multi-criteria Decision Making Methods by Evangelos Triantaphyllou Pdf

Multi-Criteria Decision Making (MCDM) has been one of the fastest growing problem areas in many disciplines. The central problem is how to evaluate a set of alternatives in terms of a number of criteria. Although this problem is very relevant in practice, there are few methods available and their quality is hard to determine. Thus, the question `Which is the best method for a given problem?' has become one of the most important and challenging ones. This is exactly what this book has as its focus and why it is important. The author extensively compares, both theoretically and empirically, real-life MCDM issues and makes the reader aware of quite a number of surprising `abnormalities' with some of these methods. What makes this book so valuable and different is that even though the analyses are rigorous, the results can be understood even by the non-specialist. Audience: Researchers, practitioners, and students; it can be used as a textbook for senior undergraduate or graduate courses in business and engineering.

Strategic Approach in Multi-criteria Decision Making

Nolberto Munier
Strategic Approach in Multi criteria Decision Making Book PDF

Author : Nolberto Munier
Publisher : Unknown
Page : 128 pages
File Size : 43,5 Mb
Release : 2019
Category : Decision making
ISBN : 3030027279

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Strategic Approach in Multi-criteria Decision Making by Nolberto Munier Pdf

This book examines multiple criteria decision making (MCDM) and presents the Sequential Interactive Modelling for Urban Systems (SIMUS) as a method to be used for strategic decision making. It emphasizes the necessity to take into account aspects related to real world scenarios and incorporating possible real life aspects for modelling. The book also highlights the use of sensitivity analysis and presents a method for using criteria marginal values instead of weights, which permits the drawing of curves that depicts the variations of the objective function due to variations of these marginal values. In this way it also gives quantitative values of the objective function allowing stakeholders to perform a comprehensive risk analysis for a solution when it is affected by exogenous variables. Strategic Approach in Multi-Criteria Decision Making: A Practical Guide for Complex Scenarios is divided into three parts. Part 1 is devoted to exploring the history and development of the discipline and the way it is currently used. It highlights drawbacks and problems that scholars have identified in different MCDM methods and techniques. Part 2 addresses best practices to assure quality MCDM process. Part 3 introduces the concept of Linear Programming and the proposed SIMUS method as techniques to deal with MCDM. It also includes case studies in order to help document and illustrate difficult concepts, especially related to demands from a scenario and also in their modelling. The decision making process can be a complex task, especially with multi-criteria problems. With large amounts of information, it can be an extremely difficult to make a rational decision, due to the number of intervening variables, their interrelationships, potential solutions that might exist, diverse objectives envisioned for a project, etc. The SIMUS method has been designed to offer a strategy to help organize, classify, and evaluate this information effectively.

Multi-criteria Decision Analysis

Alessio Ishizaka,Philippe Nemery
Multi criteria Decision Analysis Book PDF

Author : Alessio Ishizaka,Philippe Nemery
Publisher : John Wiley & Sons
Page : 260 pages
File Size : 52,7 Mb
Release : 2013-06-10
Category : Mathematics
ISBN : 9781118644911

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Multi-criteria Decision Analysis by Alessio Ishizaka,Philippe Nemery Pdf

This book presents an introduction to MCDA followed by more detailed chapters about each of the leading methods used in this field. Comparison of methods and software is also featured to enable readers to choose the most appropriate method needed in their research. Worked examples as well as the software featured in the book are available on an accompanying website.

Multi-Criteria Decision Making

Jitesh J. Thakkar
Multi Criteria Decision Making Book PDF

Author : Jitesh J. Thakkar
Publisher : Springer Nature
Page : 393 pages
File Size : 49,7 Mb
Release : 2021-02-08
Category : Technology & Engineering
ISBN : 9789813347458

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Multi-Criteria Decision Making by Jitesh J. Thakkar Pdf

p="" The book covers the domain of multi-criteria decision making, a topic which has gained significant attention of researchers and practitioners spanning a variety of disciplines for enhancing their decision making in real life situation. The topics in this volume help readers understand the techniques in the model building and analysis stage. The chapters cover a variety of techniques and their applications for interesting problems. This book will be of interest to readers in diverse disciplines such as engineering, business, management, humanities, psychology and law. ^

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 : 43,6 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.

Multi-Criteria Decision Making for the Management of Complex Systems

Albert Voronin
Multi Criteria Decision Making for the Management of Complex Systems Book PDF

Author : Albert Voronin
Publisher : Business Science Reference
Page : 0 pages
File Size : 45,8 Mb
Release : 2017
Category : Multiple criteria decision making
ISBN : 1522525092

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Multi-Criteria Decision Making for the Management of Complex Systems by Albert Voronin Pdf

"This book describes the basic concepts and definitions of the theory of decision-making, provides a general formulation of multicriteria problems, provides the statement of the problem of the synthesis of compromise-optimal mobile objects trajectories in a conflict environment and method of solution, and other topics"--

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 : 55,6 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

Multi-Criteria Decision Analysis in Management

Behl, Abhishek
Multi Criteria Decision Analysis in Management Book PDF

Author : Behl, Abhishek
Publisher : IGI Global
Page : 422 pages
File Size : 46,7 Mb
Release : 2020-02-01
Category : Business & Economics
ISBN : 9781799822189

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Multi-Criteria Decision Analysis in Management by Behl, Abhishek Pdf

Multi-criteria decision making (MCDM) has been extensively used in diverse disciplines, with a variety of MCDM techniques used to solve complex problems. A primary challenge faced by research scholars is to decode these techniques using detailed step-by-step analysis with case studies and data sets. The scope of such work would help decision makers to understand the process of using MCDM techniques appropriately to solve complex issues without making mistakes. Multi-Criteria Decision Analysis in Management provides innovative insights into the rationale behind using MCDM techniques to solve decision-making problems and provides comprehensive discussions on these techniques from their inception, development, and growth to their advancements and applications. The content within this publication examines hybrid multicriteria models, value theory, and data envelopment. Ideal for researchers, management professionals, students, operations scholars, and academicians, this scholarly work supports and enhances the decision-making process.

Multi-Criteria Decision Analysis to Support Healthcare Decisions

Kevin Marsh,Mireille Goetghebeur,Praveen Thokala,Rob Baltussen
Multi Criteria Decision Analysis to Support Healthcare Decisions Book PDF

Author : Kevin Marsh,Mireille Goetghebeur,Praveen Thokala,Rob Baltussen
Publisher : Springer
Page : 0 pages
File Size : 43,9 Mb
Release : 2018-05-08
Category : Medical
ISBN : 331983763X

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Multi-Criteria Decision Analysis to Support Healthcare Decisions by Kevin Marsh,Mireille Goetghebeur,Praveen Thokala,Rob Baltussen Pdf

Representing the first collection on the topic, this book builds from foundations to case studies, to future prospects, providing the reader with a rich and comprehensive understanding of the use of multi-criteria decision analysis (MCDA) in healthcare. The first section of the collection presents the foundations of MCDA as it is applied to healthcare decisions, providing guidance on the ethical and theoretical underpinnings of MCDA and how to select MCDA methods appropriate to different decision settings. Section two comprises a collection of case studies spanning the decision continuum, including portfolio development, benefit–risk assessment, health technology assessment, priority setting, resource optimisation, clinical practice and shared decision making. Section three explores future directions in the application of MCDA to healthcare and identifies opportunities for further research to support these.

Fuzzy Multi-Criteria Decision Making

Cengiz Kahraman
Fuzzy Multi Criteria Decision Making Book PDF

Author : Cengiz Kahraman
Publisher : Springer Science & Business Media
Page : 591 pages
File Size : 52,9 Mb
Release : 2008-08-09
Category : Computers
ISBN : 9780387768137

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Fuzzy Multi-Criteria Decision Making by Cengiz Kahraman Pdf

This work examines all the fuzzy multicriteria methods recently developed, such as fuzzy AHP, fuzzy TOPSIS, interactive fuzzy multiobjective stochastic linear programming, fuzzy multiobjective dynamic programming, grey fuzzy multiobjective optimization, fuzzy multiobjective geometric programming, and more. Each of the 22 chapters includes practical applications along with new developments/results. This book may be used as a textbook in graduate operations research, industrial engineering, and economics courses. It will also be an excellent resource, providing new suggestions and directions for further research, for computer programmers, mathematicians, and scientists in a variety of disciplines where multicriteria decision making is needed.