Fuzzy Multiple Attribute Decision Making

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Fuzzy Multiple Attribute Decision Making

Shu-Jen Chen,Ching-Lai Hwang
Fuzzy Multiple Attribute Decision Making Book PDF

Author : Shu-Jen Chen,Ching-Lai Hwang
Publisher : Springer Science & Business Media
Page : 552 pages
File Size : 43,5 Mb
Release : 2012-12-06
Category : Mathematics
ISBN : 9783642467684

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Fuzzy Multiple Attribute Decision Making by Shu-Jen Chen,Ching-Lai Hwang Pdf

This monograph is intended for an advanced undergraduate or graduate course as well as for researchers, who want a compilation of developments in this rapidly growing field of operations research. This is a sequel to our previous works: "Multiple Objective Decision Making--Methods and Applications: A state-of-the-Art Survey" (No.164 of the Lecture Notes); "Multiple Attribute Decision Making--Methods and Applications: A State-of-the-Art Survey" (No.186 of the Lecture Notes); and "Group Decision Making under Multiple Criteria--Methods and Applications" (No.281 of the Lecture Notes). In this monograph, the literature on methods of fuzzy Multiple Attribute Decision Making (MADM) has been reviewed thoroughly and critically, and classified systematically. This study provides readers with a capsule look into the existing methods, their characteristics, and applicability to the analysis of fuzzy MADM problems. The basic concepts and algorithms from the classical MADM methods have been used in the development of the fuzzy MADM methods. We give an overview of the classical MADM in Chapter II. Chapter III presents the basic concepts and mathematical operations of fuzzy set theory with simple numerical examples in a easy-to-read and easy-to-follow manner. Fuzzy MADM methods basically consist of two phases: (1) the aggregation of the performance scores with respect to all the attributes for each alternative, and (2) the rank ordering of the alternatives according to the aggregated scores.

Decision Making in Manufacturing Environment Using Graph Theory and Fuzzy Multiple Attribute Decision Making Methods

R. Venkata Rao
Decision Making in Manufacturing Environment Using Graph Theory and Fuzzy Multiple Attribute Decision Making Methods Book PDF

Author : R. Venkata Rao
Publisher : Springer Science & Business Media
Page : 297 pages
File Size : 46,8 Mb
Release : 2012-08-27
Category : Technology & Engineering
ISBN : 9781447143758

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Decision Making in Manufacturing Environment Using Graph Theory and Fuzzy Multiple Attribute Decision Making Methods by R. Venkata Rao Pdf

Decision Making in Manufacturing Environment Using Graph Theory and Fuzzy Multiple Attribute Decision Making Methods presents the concepts and details of applications of MADM methods. A range of methods are covered including Analytic Hierarchy Process (AHP), Technique for Order Preference by Similarity to Ideal Solution (TOPSIS), VIšekriterijumsko KOmpromisno Rangiranje (VIKOR), Data Envelopment Analysis (DEA), Preference Ranking METHod for Enrichment Evaluations (PROMETHEE), ELimination Et Choix Traduisant la Realité (ELECTRE), COmplex PRoportional ASsessment (COPRAS), Grey Relational Analysis (GRA), UTility Additive (UTA), and Ordered Weighted Averaging (OWA). The existing MADM methods are improved upon and three novel multiple attribute decision making methods for solving the decision making problems of the manufacturing environment are proposed. The concept of integrated weights is introduced in the proposed subjective and objective integrated weights (SOIW) method and the weighted Euclidean distance based approach (WEDBA) to consider both the decision maker’s subjective preferences as well as the distribution of the attributes data of the decision matrix. These methods, which use fuzzy logic to convert the qualitative attributes into the quantitative attributes, are supported by various real-world application examples. Also, computer codes for AHP, TOPSIS, DEA, PROMETHEE, ELECTRE, COPRAS, and SOIW methods are included. This comprehensive coverage makes Decision Making in Manufacturing Environment Using Graph Theory and Fuzzy Multiple Attribute Decision Making Methods a key reference for the designers, manufacturing engineers, practitioners, managers, institutes involved in both design and manufacturing related projects. It is also an ideal study resource for applied research workers, academicians, and students in mechanical and industrial engineering.

Multiple Attribute Decision Making

Gwo-Hshiung Tzeng,Jih-Jeng Huang
Multiple Attribute Decision Making Book PDF

Author : Gwo-Hshiung Tzeng,Jih-Jeng Huang
Publisher : CRC Press
Page : 352 pages
File Size : 42,6 Mb
Release : 2011-06-22
Category : Business & Economics
ISBN : 9781439861578

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Multiple Attribute Decision Making by Gwo-Hshiung Tzeng,Jih-Jeng Huang Pdf

Decision makers are often faced with several conflicting alternatives. How do they evaluate trade-offs when there are more than three criteria? To help people make optimal decisions, scholars in the discipline of multiple criteria decision making (MCDM) continue to develop new methods for structuring preferences and determining the correct relative weights for criteria. A compilation of modern decision-making techniques, Multiple Attribute Decision Making: Methods and Applications focuses on the fuzzy set approach to multiple attribute decision making (MADM). Drawing on their experience, the authors bring together current methods and real-life applications of MADM techniques for decision analysis. They also propose a novel hybrid MADM model that combines DEMATEL and analytic network process (ANP) with VIKOR procedures. The first part of the book focuses on the theory of each method and includes examples that can be calculated without a computer, providing a complete understanding of the procedures. Methods include the analytic hierarchy process (AHP), ANP, simple additive weighting method, ELECTRE, PROMETHEE, the gray relational model, fuzzy integral technique, rough sets, and the structural model. Integrating theory and practice, the second part of the book illustrates how methods can be used to solve real-world MADM problems. Applications covered in the book include: AHP to select planning and design services for a construction project TOPSIS and VIKOR to evaluate the best alternative-fuel vehicles for urban areas ELECTRE to solve network design problems in urban transportation planning PROMETEE to set priorities for the development of new energy systems, from solar thermal to hydrogen energy Fuzzy integrals to evaluate enterprise intranet web sites Rough sets to make decisions in insurance marketing Helping readers understand how to apply MADM techniques to their decision making, this book is suitable for undergraduate and graduate students as well as practitioners.

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 : 43,8 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.

Multiple Attribute Decision Making

Ching-Lai Hwang,Kwangsun Yoon
Multiple Attribute Decision Making Book PDF

Author : Ching-Lai Hwang,Kwangsun Yoon
Publisher : Springer Science & Business Media
Page : 274 pages
File Size : 55,9 Mb
Release : 2012-12-06
Category : Business & Economics
ISBN : 9783642483189

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Multiple Attribute Decision Making by Ching-Lai Hwang,Kwangsun Yoon Pdf

This mono graph is intended for an advanced undergraduate or graduate course as weIl as for the researchers who want a compilation of developments in this rapidly growing field of operations research. This is a sequel to our previous work entitled "Multiple Objective Decision Making--Methods and Applications: A State-of-the-Art Survey," (No. 164 of the Lecture Notes). The literature on methods and applications of Multiple Attribute Decision Making (MADM) has been reviewed and classified systematically. This study provides readers with a capsule look into the existing methods, their char acteristics, and applicability to analysis of MADM problems. The basic MADM concepts are defined and a standard notation is introduced in Part 11. Also introduced are foundations such as models for MADM, trans formation of attributes, fuzzy decision rules, and methods for assessing weight. A system of classifying seventeen major MADM methods is presented. These methods have been proposed by researchers in diversified disciplines; half of them are classical ones, but the other half have appeared recently. The basic concept, the computational procedure, and the characteristics of each of these methods are presented concisely in Part 111. The computational procedure of each method is illustrated by solving a simple numerical example. Part IV of the survey deals with the applications of these MADM methods.

Fuzzy Multiple Objective Decision Making

Gwo-Hshiung Tzeng,Jih-Jeng Huang
Fuzzy Multiple Objective Decision Making Book PDF

Author : Gwo-Hshiung Tzeng,Jih-Jeng Huang
Publisher : CRC Press
Page : 317 pages
File Size : 50,9 Mb
Release : 2016-04-19
Category : Business & Economics
ISBN : 9781466554627

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Fuzzy Multiple Objective Decision Making by Gwo-Hshiung Tzeng,Jih-Jeng Huang Pdf

Multi-objective programming (MOP) can simultaneously optimize multi-objectives in mathematical programming models, but the optimization of multi-objectives triggers the issue of Pareto solutions and complicates the derived answers. To address these problems, researchers often incorporate the concepts of fuzzy sets and evolutionary algorithms into M

Multiple Attribute Decision Making

Gwo-Hshiung Tzeng,Jih-Jeng Huang
Multiple Attribute Decision Making Book PDF

Author : Gwo-Hshiung Tzeng,Jih-Jeng Huang
Publisher : CRC Press
Page : 348 pages
File Size : 40,9 Mb
Release : 2011-06-22
Category : Business & Economics
ISBN : 9781439861585

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Multiple Attribute Decision Making by Gwo-Hshiung Tzeng,Jih-Jeng Huang Pdf

Decision makers are often faced with several conflicting alternatives. How do they evaluate trade-offs when there are more than three criteria? To help people make optimal decisions, scholars in the discipline of multiple criteria decision making (MCDM) continue to develop new methods for structuring preferences and determining the correct relative

Uncertain Multi-Attribute Decision Making

Zeshui Xu
Uncertain Multi Attribute Decision Making Book PDF

Author : Zeshui Xu
Publisher : Springer
Page : 373 pages
File Size : 42,6 Mb
Release : 2015-02-05
Category : Business & Economics
ISBN : 9783662456408

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Uncertain Multi-Attribute Decision Making by Zeshui Xu Pdf

This book introduces methods for uncertain multi-attribute decision making including uncertain multi-attribute group decision making and their applications to supply chain management, investment decision making, personnel assessment, redesigning products, maintenance services, military system efficiency evaluation. Multi-attribute decision making, also known as multi-objective decision making with finite alternatives, is an important component of modern decision science. The theory and methods of multi-attribute decision making have been extensively applied in engineering, economics, management and military contexts, such as venture capital project evaluation, facility location, bidding, development ranking of industrial sectors and so on. Over the last few decades, great attention has been paid to research on multi-attribute decision making in uncertain settings, due to the increasing complexity and uncertainty of supposedly objective aspects and the fuzziness of human thought. This book can be used as a reference guide for researchers and practitioners working in e.g. the fields of operations research, information science, management science and engineering. It can also be used as a textbook for postgraduate and senior undergraduate students.

Fuzzy Reasoning in Decision Making and Optimization

Christer Carlsson,Robert Fuller
Fuzzy Reasoning in Decision Making and Optimization Book PDF

Author : Christer Carlsson,Robert Fuller
Publisher : Physica
Page : 344 pages
File Size : 47,9 Mb
Release : 2012-08-27
Category : Business & Economics
ISBN : 9783790818055

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Fuzzy Reasoning in Decision Making and Optimization by Christer Carlsson,Robert Fuller Pdf

Many decision-making tasks are too complex to be understood quantitatively, however, humans succeed by using knowledge that is imprecise rather than precise. Fuzzy logic resembles human reasoning in its use of imprecise informa tion to generate decisions. Unlike classical logic which requires a deep under standing of a system, exact equations, and precise numeric values, fuzzy logic incorporates an alternative way of thinking, which allows modeling complex systems using a higher level of abstraction originating from our knowledge and experience. Fuzzy logic allows expressing this knowledge with subjective concepts such as very big and a long time which are mapped into exact numeric ranges. Since knowledge can be expressed in a more natural by using fuzzy sets, many decision (and engineering) problems can be greatly simplified. Fuzzy logic provides an inference morphology that enables approximate human reasoning capabilities to be applied to knowledge-based systems. The theory of fuzzy logic provides a mathematical strength to capture the un certainties associated with human cognitive processes, such as thinking and reasoning. The conventional approaches to knowledge representation lack the means for representating the meaning of fuzzy concepts. As a consequence, the approaches based on first order logic do not provide an appropriate con ceptual framework for dealing with the representation of commonsense knowl edge, since such knowledge is by its nature both lexically imprecise and non categorical.

TODIM Method for Multiple Attribute Group Decision Making under 2-Tuple Linguistic Neutrosophic Environment

Jie Wang, Guiwu Wei, Mao Lu
TODIM Method for Multiple Attribute Group Decision Making under 2 Tuple Linguistic Neutrosophic Environment Book PDF

Author : Jie Wang, Guiwu Wei, Mao Lu
Publisher : Infinite Study
Page : 17 pages
File Size : 52,7 Mb
Release : 2024-06-15
Category : Mathematics
ISBN : 8210379456XXX

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TODIM Method for Multiple Attribute Group Decision Making under 2-Tuple Linguistic Neutrosophic Environment by Jie Wang, Guiwu Wei, Mao Lu Pdf

In this article, we extend the original TODIM (Portuguese acronym for Interactive Multi-Criteria Decision Making) method to the 2-tuple linguistic neutrosophic fuzzy environment to propose the 2TLNNs TODIM method. In the extended method, we use 2-tuple linguistic neutrosophic numbers (2TLNNs) to present the criteria values in multiple attribute group decision making (MAGDM) problems.

Pythagorean Fuzzy Sets

Harish Garg
Pythagorean Fuzzy Sets Book PDF

Author : Harish Garg
Publisher : Springer Nature
Page : 443 pages
File Size : 40,5 Mb
Release : 2021-07-22
Category : Mathematics
ISBN : 9789811619892

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Pythagorean Fuzzy Sets by Harish Garg Pdf

This book presents a collection of recent research on topics related to Pythagorean fuzzy set, dealing with dynamic and complex decision-making problems. It discusses a wide range of theoretical and practical information to the latest research on Pythagorean fuzzy sets, allowing readers to gain an extensive understanding of both fundamentals and applications. It aims at solving various decision-making problems such as medical diagnosis, pattern recognition, construction problems, technology selection, and more, under the Pythagorean fuzzy environment, making it of much value to students, researchers, and professionals associated with the field.

Multi-objective Group Decision Making

Jie Lu,Da Ruan
Multi objective Group Decision Making Book PDF

Author : Jie Lu,Da Ruan
Publisher : Imperial College Press
Page : 407 pages
File Size : 55,6 Mb
Release : 2007
Category : Business & Economics
ISBN : 9781860948596

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Multi-objective Group Decision Making by Jie Lu,Da Ruan Pdf

This book proposes a set of models to describe fuzzy multi-objective decision making (MODM), fuzzy multi-criteria decision making (MCDM), fuzzy group decision making (GDM) and fuzzy multi-objective group decision-making problems, respectively. It also gives a set of related methods (including algorithms) to solve these problems. One distinguishing feature of this book is that it provides two decision support systems software for readers to apply these proposed methods. A set of real-world applications and some new directions in this area are then described to further instruct readers how to use these methods and software in their practice.

Several Intuitionistic Fuzzy Multi-Attribute Decision Making Methods and Their Applications

Zhinan Hao,Zeshui Xu,Hua Zhao
Several Intuitionistic Fuzzy Multi Attribute Decision Making Methods and Their Applications Book PDF

Author : Zhinan Hao,Zeshui Xu,Hua Zhao
Publisher : Springer Nature
Page : 127 pages
File Size : 53,8 Mb
Release : 2020-03-14
Category : Business & Economics
ISBN : 9789811538919

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Several Intuitionistic Fuzzy Multi-Attribute Decision Making Methods and Their Applications by Zhinan Hao,Zeshui Xu,Hua Zhao Pdf

This book introduces readers to the latest advances in and approaches to intuitionistic fuzzy decision-making methods. To do so, it explores a range of applications to practical decision-making problems, together with representative case studies. Examining a host of decision-making methods, most of which are based on intuitionistic fuzzy aggregation operators, its goal is to offer readers a new way to study decision-making methods in the intuitionistic fuzzy environment. Chiefly intended for practitioners and researchers working in the areas of risk management, decision-making under uncertainty, and operational research, the book can also be used as supplementary material for graduate and senior undergraduate courses in these areas.

Intuitionistic Fuzzy Sets

Krassimir T. Atanassov
Intuitionistic Fuzzy Sets Book PDF

Author : Krassimir T. Atanassov
Publisher : Physica
Page : 336 pages
File Size : 44,6 Mb
Release : 2013-03-20
Category : Mathematics
ISBN : 9783790818703

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Intuitionistic Fuzzy Sets by Krassimir T. Atanassov Pdf

In the beginning of 1983, I came across A. Kaufmann's book "Introduction to the theory of fuzzy sets" (Academic Press, New York, 1975). This was my first acquaintance with the fuzzy set theory. Then I tried to introduce a new component (which determines the degree of non-membership) in the definition of these sets and to study the properties of the new objects so defined. I defined ordinary operations as "n", "U", "+" and "." over the new sets, but I had began to look more seriously at them since April 1983, when I defined operators analogous to the modal operators of "necessity" and "possibility". The late George Gargov (7 April 1947 - 9 November 1996) is the "god father" of the sets I introduced - in fact, he has invented the name "intu itionistic fuzzy", motivated by the fact that the law of the excluded middle does not hold for them. Presently, intuitionistic fuzzy sets are an object of intensive research by scholars and scientists from over ten countries. This book is the first attempt for a more comprehensive and complete report on the intuitionistic fuzzy set theory and its more relevant applications in a variety of diverse fields. In this sense, it has also a referential character.

Aggregation Operators

Tomasa Calvo,Gaspar Mayor,Radko Mesiar
Aggregation Operators Book PDF

Author : Tomasa Calvo,Gaspar Mayor,Radko Mesiar
Publisher : Physica
Page : 361 pages
File Size : 47,8 Mb
Release : 2012-12-06
Category : Computers
ISBN : 9783790817874

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Aggregation Operators by Tomasa Calvo,Gaspar Mayor,Radko Mesiar Pdf

1. The increasing number of research papers appeared in the last years that either make use of aggregation functions or contribute to its theoretieal study asses its growing importance in the field of Fuzzy Logie and in others where uncertainty and imprecision play a relevant role. Since these papers are pub lished in many journals, few books and several proceedings of conferences, books on aggregation are partieularly welcome. To my knowledge, "Agrega tion Operators. New Trends and Applications" is the first book aiming at generality , and I take it as a honour to write this Foreword in response to the gentle demand of its editors, Radko Mesiar, Tomasa Calvo and Gaspar Mayor. My pleasure also derives from the fact that twenty years aga I was one of the first Spaniards interested in the study of aggregation functions, and this book includes work by several Spanish authors. The book contains nice and relevant original papers, authored by some of the most outstanding researchers in the field, and since it can serve, as the editors point out in the Preface, as a small handbook on aggregation, the book is very useful for those entering the subject for the first time. The book also contains apart dealing with potential areas of application, so it can be helpful in gaining insight on the future developments.