Multi-Criteria Decision Analysis

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Publisher : CRC Press
ISBN 13 : 1000804437
Total Pages : 351 pages
Book Rating : 4.0/5 (8 download)

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Book Synopsis Multi-Criteria Decision Analysis by : Muhammet Gul

Download or read book Multi-Criteria Decision Analysis written by Muhammet Gul and published by CRC Press. This book was released on 2022-12-16 with total page 351 pages. Available in PDF, EPUB and Kindle. Book excerpt: Multi-Criteria Decision-Making (MCDM) includes methods and tools for modeling and solving complex problems. MCDM has become popular in the production and service sectors to improve the quality of service, reduce costs, and make people more prosperous. This book illustrates applications through case studies focused on disaster management. With a presentation of both Multi-Attribute Decision-Making (MADM) and Multi-Objective Decision-Making (MODM) models, this is the first book to merge these methods and tools with disaster management. This book raises awareness for society and decision-makers on how to measure readiness and what necessary preventive measures need to be taken. It offers models and case studies that can be easily adapted to solve complex problems and find solutions in other fields. Multi-Criteria Decision Analysis: Case Studies in Disaster Management will offer new insights to researchers working in the areas of industrial engineering, systems engineering, healthcare systems, operations research, mathematics, business, computer science, and disaster management, and, hopefully, the book will also stimulate further work in MCDM.

Multi-stakeholder Decision Making For Complex Problems: A Systems Thinking Approach With Cases

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Publisher : World Scientific
ISBN 13 : 9814619752
Total Pages : 182 pages
Book Rating : 4.8/5 (146 download)

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Book Synopsis Multi-stakeholder Decision Making For Complex Problems: A Systems Thinking Approach With Cases by : Kambiz Maani

Download or read book Multi-stakeholder Decision Making For Complex Problems: A Systems Thinking Approach With Cases written by Kambiz Maani and published by World Scientific. This book was released on 2016-11-28 with total page 182 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the complex world of today, important policy and business decisions are still made with a 17th Century reductionist mindset and approach. Yet, complex challenges such as climate change, poverty, public health, security, energy futures, and sustainability transcend any single science, discipline or agency. Rather, they require integration of social, economic, cultural, political, and environmental concerns to achieve acceptable and sustainable outcomes. This entails synthesis of diverse knowledge and perspectives in a transparent and unifying decision-making process, engaging stakeholders with competing interests, perspectives, and agendas under uncertain and often adversarial conditions.Multi-Stakeholder Decision Making for Complex Problems — A Systems Thinking Approach with Cases brings together a unique self-contained volume to address this challenge. The book introduces the systems approach in non-technical language for multi-issue, multi-stakeholder decision making supplemented by numerous case studies including business, economics, healthcare, agriculture, energy, sustainability, policy, and planning. The book provides a fresh and timely approach with practical tools for dealing with complex challenges facing evolving global business and society today.

Using Multi-Criteria Decision Analysis in Natural Resource Management

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Publisher : Routledge
ISBN 13 : 1351876287
Total Pages : 197 pages
Book Rating : 4.3/5 (518 download)

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Book Synopsis Using Multi-Criteria Decision Analysis in Natural Resource Management by : Tony Prato

Download or read book Using Multi-Criteria Decision Analysis in Natural Resource Management written by Tony Prato and published by Routledge. This book was released on 2017-03-02 with total page 197 pages. Available in PDF, EPUB and Kindle. Book excerpt: Providing useful insights on the use of Multi-Criteria Decision Analysis (MCDA) in natural resource management, this book examines a number of empirical applications for several countries and a variety of natural resources. It is shown that using MCDA in the management of water, forestry, wetland and other natural resources can substantially improve the design and implementation of natural resource and environmental policies. Stakeholder involvement is also an important determinant of successful resource management and MCDA provides a useful and effective framework for getting stakeholders involved in resource management decisions. Using Multi-Criteria Decision Analysis in Natural Resource Management gives in-depth analysis of the potential problems in applying these techniques, including difficulties eliciting required information, lack of suitable measures for environmental variables and the need to develop innovative methods to simplify the use of MCDA.

Multi-Criteria Analysis and Regional Decision-Making

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Publisher : Springer Science & Business Media
ISBN 13 : 9789020706895
Total Pages : 152 pages
Book Rating : 4.7/5 (68 download)

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Book Synopsis Multi-Criteria Analysis and Regional Decision-Making by : Peter Nijkamp

Download or read book Multi-Criteria Analysis and Regional Decision-Making written by Peter Nijkamp and published by Springer Science & Business Media. This book was released on 1977-07-01 with total page 152 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Trends in Multiple Criteria Decision Analysis

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Publisher : Springer Science & Business Media
ISBN 13 : 1441959041
Total Pages : 421 pages
Book Rating : 4.4/5 (419 download)

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Book Synopsis Trends in Multiple Criteria Decision Analysis by : Salvatore Greco

Download or read book Trends in Multiple Criteria Decision Analysis written by Salvatore Greco and published by Springer Science & Business Media. This book was released on 2010-09-10 with total page 421 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Multi-Criteria Decision Analysis for Risk Assessment and Management

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Publisher : Springer
ISBN 13 : 9783030781545
Total Pages : 0 pages
Book Rating : 4.7/5 (815 download)

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Book Synopsis Multi-Criteria Decision Analysis for Risk Assessment and Management by : Jingzheng Ren

Download or read book Multi-Criteria Decision Analysis for Risk Assessment and Management written by Jingzheng Ren and published by Springer. This book was released on 2022-11-14 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides in-depth guidance on how to use multi-criteria decision analysis methods for risk assessment and risk management. The frontiers of engineering operations management methods for identifying the risks, investigating their roles, analyzing the complex cause-effect relationships, and proposing countermeasures for risk mitigation are presented in this book. There is a total of ten chapters, mainly including the indicators and organizational models for risk assessment, the integrated Bayesian Best-Worst method and classifiable TOPSIS model for risk assessment, new risk prioritization model, fuzzy risk assessment under uncertainties, assessment of COVID-19 transmission risk based on fuzzy inference system, risk assessment and mitigation based on simulation output analysis, energy supply risk analysis, risk assessment and management in cash-in-transit vehicle routing problems, and sustainability risks of resource-exhausted cities. The most significant feature of this book is that it provides various systematic multi-criteria decision analysis methods for risk assessment and management, and illustrates the application of these methods in different fields. This book is beneficial to policymakers, decision-makers, experts, researchers and students related to risk assessment and management.

Multi-stakeholder Consensus Decision-making Framework Based on Trust and Risk

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Publisher :
ISBN 13 :
Total Pages : 280 pages
Book Rating : 4.:/5 (113 download)

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Book Synopsis Multi-stakeholder Consensus Decision-making Framework Based on Trust and Risk by : Lina Abdulaziz Alfantoukh

Download or read book Multi-stakeholder Consensus Decision-making Framework Based on Trust and Risk written by Lina Abdulaziz Alfantoukh and published by . This book was released on 2019 with total page 280 pages. Available in PDF, EPUB and Kindle. Book excerpt: This thesis combines human and machine intelligence for consensus decision-making, and it contains four interrelated research areas. Before presenting the four research areas, this thesis presents a literature review on decision-making using two criteria: trust and risk. The analysis involves studying the individual and the multi-stakeholder decision-making. Also, it explores the relationship between trust and risk to provide insight on how to apply them when making any decision. This thesis presents a grouping procedure of the existing trust-based multi-stakeholder decision-making schemes by considering the group decision-making process and models. In the first research area, this thesis presents the foundation of building multi-stakeholder consensus decision-making (MSCDM). This thesis describes trust-based multi-stakeholder decision-making for water allocation to help the participants select a solution that comes from the best model. Several criteria are involved when deciding on a solution such as trust, damage, and benefit. This thesis considers Jain's fairness index as an indicator of reaching balance or equality for the stakeholder's needs. The preferred scenario is when having a high trust, low damages and high benefits. The worst scenario involves having low trust, high damage, and low benefit. The model is dynamic by adapting to the changes over time. The decision to select is the solution that is fair for almost everyone. In the second research area, this thesis presents a MSCDM, which is a generic framework that coordinates the decision-making rounds among stakeholders based on their influence toward each other, as represented by the trust relationship among them. This thesis describes the MSCDM framework that helps to find a decision the stakeholders can agree upon. Reaching a consensus decision might require several rounds where stakeholders negotiate by rating each other. This thesis presents the results of implementing MSCDM and evaluates the effect of trust on the consensus achievement and the reduction in the number of rounds needed to reach the final decision. This thesis presents Rating Convergence in the implemented MSCDM framework, and such convergence is a result of changes in the stakeholders' rating behavior in each round. This thesis evaluates the effect of trust on the rating changes by measuring the distance of the choices made by the stakeholders. Trust is useful in decreasing the distances. In the third research area, this thesis presents Rating Convergence in the implemented MSCDM framework, and such convergence is a result of changes in stakeholders' rating behavior in each round. This thesis evaluates the effect of trust on the rating changes by measuring the perturbation in the rating matrix. Trust is useful in increasing the rating matrix perturbation. Such perturbation helps to decrease the number of rounds. Therefore, trust helps to increase the speed of agreeing upon the same decision through the influence. In the fourth research area, this thesis presents Rating Aggregation operators in the implemented MSCDM framework. This thesis addresses the need for aggregating the stakeholders' ratings while they negotiate on the round of decisions to compute the consensus achievement. This thesis presents four aggregation operators: weighted sum (WS), weighted product (WP), weighted product similarity measure (WPSM), and weighted exponent similarity measure (WESM). This thesis studies the performance of those aggregation operators in terms of consensus achievement and the number of rounds needed. The consensus threshold controls the performance of these operators. The contribution of this thesis lays the foundation for developing a framework for MSCDM that facilitates reaching the consensus decision by accounting for the stakeholders' influences toward one another. Trust represents the influence.

Multi-Criteria Decision Analysis to Support Healthcare Decisions

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Publisher : Springer
ISBN 13 : 3319475401
Total Pages : 326 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis Multi-Criteria Decision Analysis to Support Healthcare Decisions by : Kevin Marsh

Download or read book Multi-Criteria Decision Analysis to Support Healthcare Decisions written by Kevin Marsh and published by Springer. This book was released on 2017-04-18 with total page 326 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Advanced Studies in Multi-Criteria Decision Making

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Publisher : CRC Press
ISBN 13 : 1351722115
Total Pages : 256 pages
Book Rating : 4.3/5 (517 download)

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Book Synopsis Advanced Studies in Multi-Criteria Decision Making by : Sarah Ben Amor

Download or read book Advanced Studies in Multi-Criteria Decision Making written by Sarah Ben Amor and published by CRC Press. This book was released on 2019-12-11 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 and Optimization Models for Risk, Reliability, and Maintenance Decision Analysis

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Publisher : Springer Nature
ISBN 13 : 3030896471
Total Pages : 502 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis Multicriteria and Optimization Models for Risk, Reliability, and Maintenance Decision Analysis by : Adiel Teixeira de Almeida

Download or read book Multicriteria and Optimization Models for Risk, Reliability, and Maintenance Decision Analysis written by Adiel Teixeira de Almeida and published by Springer Nature. This book was released on 2022-06-28 with total page 502 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book considers a broad range of areas from decision making methods applied in the contexts of Risk, Reliability and Maintenance (RRM). Intended primarily as an update of the 2015 book Multicriteria and Multiobjective Models for Risk, Reliability and Maintenance Decision Analysis, this edited work provides an integration of applied probability and decision making. Within applied probability, it primarily includes decision analysis and reliability theory, amongst other topics closely related to risk analysis and maintenance. In decision making, it includes multicriteria decision making/aiding (MCDM/A) methods and optimization models. Within MCDM, in addition to decision analysis, some of the topics related to mathematical programming areas are considered, such as multiobjective linear programming, multiobjective nonlinear programming, game theory and negotiations, and multiobjective optimization. Methods related to these topics have been applied to the context of RRM. In MCDA, several other methods are considered, such as outranking methods, rough sets and constructive approaches. The book addresses an innovative treatment of decision making in RRM, improving the integration of fundamental concepts from both areas of RRM and decision making. This is accomplished by presenting current research developments in decision making on RRM. Some pitfalls of decision models on practical applications on RRM are discussed and new approaches for overcoming those drawbacks are presented.

Multi-Criteria Decision Analysis in Management

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Publisher : IGI Global
ISBN 13 : 1799822184
Total Pages : 422 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Multi-Criteria Decision Analysis in Management by : Behl, Abhishek

Download or read book Multi-Criteria Decision Analysis in Management written by Behl, Abhishek and published by IGI Global. This book was released on 2020-02-01 with total page 422 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Decision-Making for Sustainable Transport and Mobility

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Publisher : Edward Elgar Publishing
ISBN 13 : 178811180X
Total Pages : 257 pages
Book Rating : 4.7/5 (881 download)

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Book Synopsis Decision-Making for Sustainable Transport and Mobility by : Cathy Macharis

Download or read book Decision-Making for Sustainable Transport and Mobility written by Cathy Macharis and published by Edward Elgar Publishing. This book was released on 2018-09-28 with total page 257 pages. Available in PDF, EPUB and Kindle. Book excerpt: Multi-Actor Multi-Criteria Analysis (MAMCA) developed by Professor Cathy Macharis enables decision-makers within the sectors of transport, mobility and logistics to account for conflicting stakeholder interests. This book draws on 15 years of research and application during which MAMCA has been deployed to support sustainable decisions within the transport and mobility sectors.

Multicriteria Multistakeholder Decision Analysis

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Publisher :
ISBN 13 :
Total Pages : 231 pages
Book Rating : 4.:/5 (958 download)

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Book Synopsis Multicriteria Multistakeholder Decision Analysis by : Timothy Patton Doyle

Download or read book Multicriteria Multistakeholder Decision Analysis written by Timothy Patton Doyle and published by . This book was released on 2016 with total page 231 pages. Available in PDF, EPUB and Kindle. Book excerpt: Due to their magnitude and longevity, transportation investments can determine the long term success or failure of a transportation system. Thus, it is vital for decision-makers to have deep understanding of the alternatives available before they chose to invest. In this thesis, we examine the current state of the practice for transportation investment decisions. We draw upon the literature and this existing state of the practice to develop a new decision aid which we believe is an improvement over existing aids. We then apply this new decision aid to a transportation investment decision facing the East Japan Railway Company (JR East) and draw conclusions about the usefulness of our new tool. Our decision aid, the CLIOSjre Process, is designed to help decision-makers compare multiple alternatives and make an informed transportation investment decision. The process examines the decision from multiple perspectives where each of these perspectives represents one of the priorities of the decision-maker. By considering each priority separately, the CLIOSjre Process provides a detailed understanding of each alternative. The CLIOSjre Process also combines these individual evaluations into a single overall evaluation of each alternative. This overall evaluation provides the decision-maker with an actionable ranking of the alternatives. In combination, these perspective-specific and overall evaluations of each alternative provide a detailed and holistic understanding of the decision facing the decision-maker. Unlike many other decision aids, the CLIOSjre Process accounts for both the multistakeholder nature of transportation investments and the uncertainty inherent to these decisions. The multifaceted nature of the CLIOSjre Process examines each alternative from multiple perspectives. This approach better facilitates negotiation between stakeholders. In addition, the CLIOSjre Process formally identifies and addresses uncertainty in the analysis - the primary source of risk in transportation investment decisions. Thus, the CLIOSjre Process is a unique multicriteria, multistakeholder decision aid which addresses uncertainty. We hope that this thesis provides the reader with a better understanding of the application, challenges, and opportunities of multicriteria multistakeholder decision aids.

Multiple Criteria Decision Analysis: State of the Art Surveys

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Publisher : Springer Science & Business Media
ISBN 13 : 0387230815
Total Pages : 1063 pages
Book Rating : 4.3/5 (872 download)

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

Download or read book Multiple Criteria Decision Analysis: State of the Art Surveys written by Salvatore Greco and published by Springer Science & Business Media. This book was released on 2006-01-20 with total page 1063 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

The Multi-Criteria Approach for Decision Support

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Publisher : Springer Nature
ISBN 13 : 3030572625
Total Pages : 92 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis The Multi-Criteria Approach for Decision Support by : Lotfi Azzabi

Download or read book The Multi-Criteria Approach for Decision Support written by Lotfi Azzabi and published by Springer Nature. This book was released on 2020-09-11 with total page 92 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Multicriteria Decision Analysis in Geographic Information Science

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Publisher : Springer
ISBN 13 : 3540747575
Total Pages : 335 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis Multicriteria Decision Analysis in Geographic Information Science by : Jacek Malczewski

Download or read book Multicriteria Decision Analysis in Geographic Information Science written by Jacek Malczewski and published by Springer. This book was released on 2015-02-02 with total page 335 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is intended for the GIS Science and Decision Science communities. It is primarily targeted at postgraduate students and practitioners in GIS and urban, regional and environmental planning as well as applied decision analysis. It is also suitable for those studying and working with spatial decision support systems. The main objectives of this book are to effectivley integrate Multicriteria Decision Analysis (MCDA) into Geographic Information Science (GIScience), to provide a comprehensive account of theories, methods, technologies and tools for tackling spatial decision problems and to demonstrate how the GIS-MCDA approaches can be used in a wide range of planning and management situations.

Multiple Criteria Decision Analysis

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Publisher : Springer Science & Business Media
ISBN 13 : 1461514959
Total Pages : 381 pages
Book Rating : 4.4/5 (615 download)

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Book Synopsis Multiple Criteria Decision Analysis by : Valerie Belton

Download or read book Multiple Criteria Decision Analysis written by Valerie Belton and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 381 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.