Multiple Criteria Decision Making Methods With Multi Polar Fuzzy Information

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Multiple Criteria Decision Making Methods with Multi-polar Fuzzy Information

Muhammad Akram,Arooj Adeel
Multiple Criteria Decision Making Methods with Multi polar Fuzzy Information Book PDF

Author : Muhammad Akram,Arooj Adeel
Publisher : Springer Nature
Page : 564 pages
File Size : 43,9 Mb
Release : 2024-01-04
Category : Technology & Engineering
ISBN : 9783031436369

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Multiple Criteria Decision Making Methods with Multi-polar Fuzzy Information by Muhammad Akram,Arooj Adeel Pdf

This book presents an extension of fuzzy set theory allowing for multi-polar information, discussing its impact on the theoretical and practical development of multi-criteria decision making. It reports on set of hybrid models developed by the authors, and show how they can be adapted, case by case, to the lack of certainty under a variety of criteria. Among them, hybrid models combining m-polar fuzzy sets with rough, soft and 2-tuple linguistic sets, and m-polar hesitant fuzzy sets and hesitant m-polar fuzzy are presented, together with some significant applications. In turn, outranking decision-making techniques such as m-polar fuzzy ELECTRE I, II, III and IV methods, as well as m-polar fuzzy PROMETHEE I and II methods, are developed. The efficiency of these decision-making procedures, as well as other possible extensions studied by the authors, is shown in some real-world applications. Overall, this book offers a guide on methodologies to deal with the multi-polarity and fuzziness of the real-world problems, simultaneously. By including algorithms and computer programming codes, it provides a practice-oriented reference guide to both researchers and professionals working at the interface between computational intelligence and decision making.

An extended multiple criteria decision making method based on neutrosophic hesitant fuzzy information

Peide Liu ,Lili Zhang
An extended multiple criteria decision making method based on neutrosophic hesitant fuzzy information Book PDF

Author : Peide Liu ,Lili Zhang
Publisher : Infinite Study
Page : 15 pages
File Size : 53,5 Mb
Release : 2024-07-01
Category : Electronic
ISBN : 8210379456XXX

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An extended multiple criteria decision making method based on neutrosophic hesitant fuzzy information by Peide Liu ,Lili Zhang Pdf

Neutrosophic hesitant fuzzy set is the generalization of neutrosophic set and the hesitant fuzzy set, which can easily express the uncertain, incomplete and inconsistent information in cognitive activity, and the VIKOR (from Serbian:VIseKriterijumska Optimizacija I Kompromisno Resenje) method is an effective decision making tool which can select the optimal alternative by the maximum ‘‘group utility’’ and minimum of an ‘‘individual regret’’ with cognitive computation.

Hesitant Fuzzy Methods for Multiple Criteria Decision Analysis

Xiaolu Zhang,Zeshui Xu
Hesitant Fuzzy Methods for Multiple Criteria Decision Analysis Book PDF

Author : Xiaolu Zhang,Zeshui Xu
Publisher : Springer
Page : 191 pages
File Size : 52,6 Mb
Release : 2016-10-08
Category : Technology & Engineering
ISBN : 9783319420011

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Hesitant Fuzzy Methods for Multiple Criteria Decision Analysis by Xiaolu Zhang,Zeshui Xu Pdf

The book offers a comprehensive introduction to methods for solving multiple criteria decision making and group decision making problems with hesitant fuzzy information. It reports on the authors’ latest research, as well as on others’ research, providing readers with a complete set of decision making tools, such as hesitant fuzzy TOPSIS, hesitant fuzzy TODIM, hesitant fuzzy LINMAP, hesitant fuzzy QUALIFEX, and the deviation modeling approach with heterogeneous fuzzy information. The main focus is on decision making problems in which the criteria values and/or the weights of criteria are not expressed in crisp numbers but are more suitable to be denoted as hesitant fuzzy elements. The largest part of the book is devoted to new methods recently developed by the authors to solve decision making problems in situations where the available information is vague or hesitant. These methods are presented in detail, together with their application to different type of decision-making problems. All in all, the book represents a valuable reference guide for graduate students and researchers in the both fields of fuzzy logic and decision making.

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 : 50,9 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.

Real Life Applications of Multiple Criteria Decision Making Techniques in Fuzzy Domain

Laxminarayan Sahoo,Tapan Senapati,Ronald R. Yager
Real Life Applications of Multiple Criteria Decision Making Techniques in Fuzzy Domain Book PDF

Author : Laxminarayan Sahoo,Tapan Senapati,Ronald R. Yager
Publisher : Springer Nature
Page : 651 pages
File Size : 49,5 Mb
Release : 2022-12-01
Category : Technology & Engineering
ISBN : 9789811949296

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Real Life Applications of Multiple Criteria Decision Making Techniques in Fuzzy Domain by Laxminarayan Sahoo,Tapan Senapati,Ronald R. Yager Pdf

This edited book discusses creative and recent developments of fuzzy systems and its real-life applications of multiple criteria decision making. Keeping on the existing fuzzy sets and recent developed fuzzy sets, viz., intuitionistic fuzzy, Pythagorean fuzzy, Fermatean fuzzy, Hesitant fuzzy and multiple criteria decision approaches, this book is committed to probing the soft computing techniques and fuzzy multiple criteria decision making in favour of fuzzy intelligent system and business analytics. It also addresses novel development of fuzzy set theory as well as real-life applications of fuzzy systems. It presents challenging and useful real-world applications based on problems of decision making in various fields. The modelling and solution procedures of such real-world problems will be provided concisely although all topics start with a more developed resolution. The contributory chapters will be based on the vast research experiences of the authors in real-world decision-making problems. This book provides readers with a valuable conspectus of several decision-making problems as a reference for researchers and industrial practitioners in this field. This book will broadly cover recent development of fuzzy systems and its applications of multiple criteria decision making in the areas of management and production, manufacturing management, selections problems, group decision making, transportation and logistics, inventory control systems and interval technique/fuzzy technique (uncertainty) of the above mentioned areas.

Multi-criteria Decision Making Methods with Bipolar Fuzzy Sets

Muhammad Akram,Shumaiza,José Carlos Rodríguez Alcantud
Multi criteria Decision Making Methods with Bipolar Fuzzy Sets Book PDF

Author : Muhammad Akram,Shumaiza,José Carlos Rodríguez Alcantud
Publisher : Springer Nature
Page : 232 pages
File Size : 45,9 Mb
Release : 2023-05-21
Category : Business & Economics
ISBN : 9789819905690

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Multi-criteria Decision Making Methods with Bipolar Fuzzy Sets by Muhammad Akram,Shumaiza,José Carlos Rodríguez Alcantud Pdf

This monograph discusses the theoretical and practical development of multicriteria decision making (MCDM). The main purpose of MCDM is the construction of systematized strategies for the "optimisation" of feasible options, as well as the justification of why some alternatives can be declared "optimal". However, at time, we must make decisions in an uncertain environment and such inconvenience gives rise to a much more elaborate scenario. This book highlights models where this lack of certainty can be flexibly fitted in and goes on to explore valuable strategies for making decisions under a multiplicity of criteria. Methods discussed include bipolar fuzzy TOPSIS method, bipolar fuzzy ELECTRE-I method, bipolar fuzzy ELECTRE-II method, bipolar fuzzy VIKOR method, bipolar fuzzy PROMETHEE method, and two-tuple linguistic bipolar fuzzy Heronian mean operators. This book is a valuable resource for researchers, computer scientists, and social scientists alike.

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 : 52,5 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.

Multiple-Criteria Decision-Making (MCDM) Techniques for Business Processes Information Management

Edmundas Kazimieras Zavadskas , Jurgita Antucheviciene,Prasenjit Chatterjee
Multiple Criteria Decision Making MCDM Techniques for Business Processes Information Management Book PDF

Author : Edmundas Kazimieras Zavadskas , Jurgita Antucheviciene,Prasenjit Chatterjee
Publisher : Infinite Study
Page : 7 pages
File Size : 52,7 Mb
Release : 2024-07-01
Category : Mathematics
ISBN : 8210379456XXX

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Multiple-Criteria Decision-Making (MCDM) Techniques for Business Processes Information Management by Edmundas Kazimieras Zavadskas , Jurgita Antucheviciene,Prasenjit Chatterjee Pdf

Information management is a common paradigm in modern decision-making. A wide range of decision-making techniques have been proposed in the literature to model complex business processes. In this Special Issue, 16 selected and peer-reviewed original research articles contribute to business information management in various current real-world problems by proposing crisp or uncertain multiple-criteria decision-making (MCDM) models and techniques, mostly including multi-attribute decision-making (MADM) approaches in addition to a single paper proposing an interactive multi-objective decision-making (MODM) approach. The papers are mainly concentrated in three application areas: supplier selection and rational order allocation, the evaluation and selection of goods or facilities, and personnel selection/partner selection. A number of new approaches are proposed that are expected to attract great interest from the research community.

Multiple Criteria Decision Making

M. Murat Köksalan,Jyrki Wallenius,Stanley Zionts
Multiple Criteria Decision Making Book PDF

Author : M. Murat Köksalan,Jyrki Wallenius,Stanley Zionts
Publisher : World Scientific
Page : 210 pages
File Size : 50,9 Mb
Release : 2011
Category : Business & Economics
ISBN : 9789814335591

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Multiple Criteria Decision Making by M. Murat Köksalan,Jyrki Wallenius,Stanley Zionts Pdf

Ch. 1. The early history of MCDM -- ch. 2. MCDM developments in the 1970s -- ch. 3. MCDM developments in the 1980s -- ch. 4. MCDM developments in the 1990s and beyond -- ch. 5. MCDM conferences -- ch. 6. MCDM society traditions -- ch. 7. Awards and presidents -- ch. 8. Biographies of leading MCDM scholars -- ch. 9. Conclusion

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 : 47,7 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.

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 : 51,6 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.

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 : 52,9 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)

Multiple Criteria Decision Making with Fuzzy Sets

Babek Erdebilli,Gerhard-Wilhelm Weber
Multiple Criteria Decision Making with Fuzzy Sets Book PDF

Author : Babek Erdebilli,Gerhard-Wilhelm Weber
Publisher : Springer Nature
Page : 215 pages
File Size : 55,8 Mb
Release : 2022-06-28
Category : Business & Economics
ISBN : 9783030988722

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Multiple Criteria Decision Making with Fuzzy Sets by Babek Erdebilli,Gerhard-Wilhelm Weber Pdf

Using numerical examples to illustrate their concepts and results, this book examines recently developed fuzzy multi-criteria methods, such as Intuitionistic Fuzzy TOPSIS, Intuitionistic Fuzzy TOPSIS & DEA-AHP, Intuitionistic VIKOR, Pythagorean WASPAS, Pythagorean ENTROPI, Hesitant CBD, Hesitant MABAC, Triangular EDAS, Triangular PROMETHEE, q-Rung Orthopair COPRAS, and Fuzzy Type – 2 ELECTRE. Each chapter covers practical applications in addition to fresh developments and results. Given its structure and scope, the book can be used as a textbook in graduate courses on operations research and industrial engineering. It also offers a valuable resource for scientists working in a range of disciplines that require multi-criteria decision making.

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 : 47,6 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

New Concepts and Trends of Hybrid Multiple Criteria Decision Making

Gwo-Hshiung Tzeng,Kao-Yi Shen
New Concepts and Trends of Hybrid Multiple Criteria Decision Making Book PDF

Author : Gwo-Hshiung Tzeng,Kao-Yi Shen
Publisher : CRC Press
Page : 346 pages
File Size : 43,9 Mb
Release : 2017-08-15
Category : Business & Economics
ISBN : 9781351680622

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New Concepts and Trends of Hybrid Multiple Criteria Decision Making by Gwo-Hshiung Tzeng,Kao-Yi Shen Pdf

When people or computers need to make a decision, typically multiple conflicting criteria need to be evaluated; for example, when we buy a car, we need to consider safety, cost and comfort. Multiple criteria decision making (MCDM) has been researched for decades. Now as the rising trend of big-data analytics in supporting decision making, MCDM can be more powerful when combined with state-of-the-art analytics and machine learning. In this book, the authors introduce a new framework of MCDM, which can lead to more accurate decision making. Several real-world cases will be included to illustrate the new hybrid approaches.