Type 2 Fuzzy Decision Making Theories Methodologies And Applications

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Type-2 Fuzzy Decision-Making Theories, Methodologies and Applications

Jindong Qin,Xinwang Liu
Type 2 Fuzzy Decision Making Theories Methodologies and Applications Book PDF

Author : Jindong Qin,Xinwang Liu
Publisher : Springer
Page : 271 pages
File Size : 47,6 Mb
Release : 2019-08-09
Category : Mathematics
ISBN : 9789811398919

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Type-2 Fuzzy Decision-Making Theories, Methodologies and Applications by Jindong Qin,Xinwang Liu Pdf

This book integrates the type-2 fuzzy sets and multiple criteria decision making analysis in recent years and offers an authoritative treatise on the essential topics, both at the theoretical and applied end. In this book, some basic theory, type-2 fuzzy sets, methodology, algorithms, are introduced and then some compelling case studies in decision problems are covered in depth. The authors offer an authoritative treatise on the essential topics, both at the theoretical and applied end; In a systematic and logically organized way, the book exposes the reader to the essentials of the theory of type-2 fuzzy sets, methodology, algorithms, and their applications. Numerous techniques of decision making are carefully generalized by bringing the ideas of type-2 fuzzy sets; this concerns well-known methods including TOPSIS, Analytical Network Process, TODIM, and VIKOR. This book exposes the readers to the essentials of the theory of type-2 fuzzy sets, methodology, algorithms, and their applications.

Recent Trends on Type-2 Fuzzy Logic Systems: Theory, Methodology and Applications

Oscar Castillo,Anupam Kumar
Recent Trends on Type 2 Fuzzy Logic Systems Theory Methodology and Applications Book PDF

Author : Oscar Castillo,Anupam Kumar
Publisher : Springer Nature
Page : 272 pages
File Size : 55,7 Mb
Release : 2023-03-31
Category : Technology & Engineering
ISBN : 9783031263323

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Recent Trends on Type-2 Fuzzy Logic Systems: Theory, Methodology and Applications by Oscar Castillo,Anupam Kumar Pdf

This book covers the introduction, theory, development and applications of type-2 fuzzy logic systems, which represent the current state-of-the-art in various domains such as control applications, power plants, health care, image processing, mathematical applications etc. The book is also rich in discussing different applications in order to give the researchers a flavor of how type-2 fuzzy logic is designed for different types of problems. Type-2 fuzzy logic systems are now used extensively in engineering applications for many purposes. In simple language, this book covers the practical use of type-2 fuzzy logic and its optimization through different training methods. Furthermore, this book maintains the relationship between mathematics and practical implementations in the real world. This book chapter also contains the proper comparisons with available literature work. It shows that the presented enhanced techniques have better results. This book would serve as a handy reference guide for a variety of readers, primarily targeting research scholars, undergraduate and postgraduate researchers and practicing engineers working in Type-2 fuzzy logic systems and their applications.

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 : 49,8 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.

Hesitant Fuzzy Decision Making Methodologies and Applications

Huchang Liao,Zeshui Xu
Hesitant Fuzzy Decision Making Methodologies and Applications Book PDF

Author : Huchang Liao,Zeshui Xu
Publisher : Springer
Page : 275 pages
File Size : 43,8 Mb
Release : 2016-12-27
Category : Business & Economics
ISBN : 9789811032653

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Hesitant Fuzzy Decision Making Methodologies and Applications by Huchang Liao,Zeshui Xu Pdf

This book offers a comprehensive and systematic introduction to the latest research on hesitant fuzzy decision-making theory. It includes six parts: the hesitant fuzzy set and its extensions, novel hesitant fuzzy measures, hesitant fuzzy hybrid weighted aggregation operators, hesitant fuzzy multiple-criteria decision-making with incomplete weights, hesitant fuzzy multiple criteria decision-making with complete weights information, and the hesitant fuzzy preference relation based decision-making theory. These methodologies are implemented in various fields such as decision-making, medical diagnosis, cluster analysis, service quality management, e-learning management and environmental management. A valuable resource for engineers, technicians, and researchers in the fields of fuzzy mathematics, operations research, information science, management science and engineering, it can also be used as a textbook for postgraduate and senior undergraduate students.

Fuzzy Decision-Making Methods Based on Prospect Theory and Its Application in Venture Capital

Xiaoli Tian,Zeshui Xu
Fuzzy Decision Making Methods Based on Prospect Theory and Its Application in Venture Capital Book PDF

Author : Xiaoli Tian,Zeshui Xu
Publisher : Springer Nature
Page : 161 pages
File Size : 49,6 Mb
Release : 2021-03-22
Category : Business & Economics
ISBN : 9789811602436

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Fuzzy Decision-Making Methods Based on Prospect Theory and Its Application in Venture Capital by Xiaoli Tian,Zeshui Xu Pdf

This book gives a thorough and systematic introduction to the latest research results about fuzzy decision-making method based on prospect theory. It includes eight chapters: Introduction, Intuitionistic fuzzy MADM based on prospect theory, QUALIFLEX based on prospect theory with probabilistic linguistic information, Group PROMETHEE based on prospect theory with hesitant fuzzy linguistic information, Prospect consensus with probabilistic hesitant fuzzy preference information, Improved TODIM based on prospect theory and the improved TODIM with probabilistic hesitant fuzzy information, etc. This book is suitable for the researchers in the fields of fuzzy mathematics, operations research, behavioral science, management science and engineering, etc. It is also useful as a textbook for postgraduate and senior-year undergraduate students of the relevant professional institutions of higher learning.

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 : 49,7 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.

Large-Scale Group Decision-Making with Uncertain and Behavioral Considerations

Tong Wu,Xinwang Liu
Large Scale Group Decision Making with Uncertain and Behavioral Considerations Book PDF

Author : Tong Wu,Xinwang Liu
Publisher : Springer Nature
Page : 372 pages
File Size : 55,8 Mb
Release : 2023-01-23
Category : Business & Economics
ISBN : 9789811981678

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Large-Scale Group Decision-Making with Uncertain and Behavioral Considerations by Tong Wu,Xinwang Liu Pdf

This book investigates in detail large-scale group decision-making (LSGDM) problem, which has gradually evolved from the traditional group decision-making problem and has attracted more and more attention in the age of big data. Pursuing a holistic approach, the book establishes a fundamental framework for LSGDM with uncertain and behavioral considerations. To address the behavioral uncertainty and complexity of large groups of decision-makers, this book mainly focuses on new solutions of LSGDM problems using the interval type-2 fuzzy uncertainty theory and social network analysis techniques, including the exploration of uncertain clustering analysis, the consideration of social relationships, especially trust relationships, the construction of consensus evolution networks, etc. The book is intended for researchers and postgraduates who are interested in complex group decision-making in the new media era. Authors also investigate the similar features between LSGDM problems and group recommendations to study the applications of LSGDM methods. After reading this book, readers will have a new understanding of the LSGDM study under the real complicated context.

Theory, Methodology, Tools and Applications for Modeling and Simulation of Complex Systems

Lin Zhang,Xiao Song,Yunjie Wu
Theory Methodology Tools and Applications for Modeling and Simulation of Complex Systems Book PDF

Author : Lin Zhang,Xiao Song,Yunjie Wu
Publisher : Springer
Page : 709 pages
File Size : 42,9 Mb
Release : 2016-09-21
Category : Computers
ISBN : 9789811026669

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Theory, Methodology, Tools and Applications for Modeling and Simulation of Complex Systems by Lin Zhang,Xiao Song,Yunjie Wu Pdf

This four-volume set (CCIS 643, 644, 645, 646) constitutes the refereed proceedings of the 16th Asia Simulation Conference and the First Autumn Simulation Multi-Conference, AsiaSim / SCS AutumnSim 2016, held in Beijing, China, in October 2016. The 265 revised full papers presented were carefully reviewed and selected from 651 submissions. The papers in this second volume of the set are organized in topical sections on HMI and robot simulations; modeling and simulation for intelligent manufacturing; military simulation; visualization and virtual reality.

Type-2 Fuzzy Logic: Theory and Applications

Oscar Castillo,Patricia Melin
Type 2 Fuzzy Logic Theory and Applications Book PDF

Author : Oscar Castillo,Patricia Melin
Publisher : Springer Science & Business Media
Page : 252 pages
File Size : 55,9 Mb
Release : 2008-02-20
Category : Mathematics
ISBN : 9783540762836

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Type-2 Fuzzy Logic: Theory and Applications by Oscar Castillo,Patricia Melin Pdf

This book describes new methods for building intelligent systems using type-2 fuzzy logic and soft computing (SC) techniques. The authors extend the use of fuzzy logic to a higher order, which is called type-2 fuzzy logic. Combining type-2 fuzzy logic with traditional SC techniques, we can build powerful hybrid intelligent systems that can use the advantages that each technique offers. This book is intended to be a major reference tool and can be used as a textbook.

Fuzzy Sets, Decision Making, and Expert Systems

Hans-Jürgen Zimmermann
Fuzzy Sets Decision Making and Expert Systems Book PDF

Author : Hans-Jürgen Zimmermann
Publisher : Springer Science & Business Media
Page : 342 pages
File Size : 53,9 Mb
Release : 2012-12-06
Category : Business & Economics
ISBN : 9789400932494

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Fuzzy Sets, Decision Making, and Expert Systems by Hans-Jürgen Zimmermann Pdf

In the two decades since its inception by L. Zadeh, the theory of fuzzy sets has matured into a wide-ranging collection of concepts, models, and tech niques for dealing with complex phenomena which do not lend themselves to analysis by classical methods based on probability theory and bivalent logic. Nevertheless, a question which is frequently raised by the skeptics is: Are there, in fact, any significant problem areas in which the use of the theory of fuzzy sets leads to results which could not be obtained by classical methods? The approximately 5000 publications in this area, which are scattered over many areas such as artificial intelligence, computer science, control engineering, decision making, logic, operations research, pattern recognition, robotics and others, provide an affirmative answer to this question. In spite of the large number of publications, good and comprehensive textbooks which could facilitate the access of newcomers to this area and support teaching were missing until recently. To help to close this gap and to provide a textbook for courses in fuzzy set theory which can also be used as an introduction to this field, the first volume ofthis book was published in 1985 [Zimmermann 1985 b]. This volume tried to cover fuzzy set theory and its applications as extensively as possible. Applications could, therefore, only be described to a limited extent and not very detailed.

Fuzzy Logic in Its 50th Year

Cengiz Kahraman,Uzay Uzay Kaymak,Adnan Yazici
Fuzzy Logic in Its 50th Year Book PDF

Author : Cengiz Kahraman,Uzay Uzay Kaymak,Adnan Yazici
Publisher : Springer
Page : 406 pages
File Size : 49,5 Mb
Release : 2016-05-17
Category : Technology & Engineering
ISBN : 9783319310930

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Fuzzy Logic in Its 50th Year by Cengiz Kahraman,Uzay Uzay Kaymak,Adnan Yazici Pdf

This book offers a multifaceted perspective on fuzzy set theory, discussing its developments over the last 50 years. It reports on all types of fuzzy sets, from ordinary to hesitant fuzzy sets, with each one explained by its own developers, authoritative scientists well known for their previous works. Highlighting recent theorems and proofs, the book also explores how fuzzy set theory has come to be extensively used in almost all branches of science, including the health sciences, decision science, earth science and the social sciences alike. It presents a wealth of real-world sample applications, from routing problem to robotics, and from agriculture to engineering. By offering a comprehensive, timely and detailed portrait of the field, the book represents an excellent reference guide for researchers, lecturers and postgraduate students pursuing research on new fuzzy set extensions.

Advances in Fuzzy Decision Theory and Applications

Jun Ye,Yanhui Guo
Advances in Fuzzy Decision Theory and Applications Book PDF

Author : Jun Ye,Yanhui Guo
Publisher : Mdpi AG
Page : 0 pages
File Size : 44,6 Mb
Release : 2023-12-20
Category : Mathematics
ISBN : 3036597204

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Advances in Fuzzy Decision Theory and Applications by Jun Ye,Yanhui Guo Pdf

In the realm of complex decision making, characterized by inherent incompleteness and uncertainty, the foundational work of Lotfi A. Zadeh on fuzzy set theory has been instrumental. The efficacy of classical fuzzy sets in addressing vagueness has prompted an exploration of various extensions, each catering to the intricacies of real-world decision-making problems. This reprint delves into an array of advanced fuzzy theories, including type-2 fuzzy sets, hesitant fuzzy sets, multivalued fuzzy sets, cubic sets, intuitionistic fuzzy sets, Pythagorean fuzzy sets, spherical fuzzy sets, neutrosophic sets, and more. The richness of these extensions reflects the dynamism of fuzzy theories in diverse decision-making applications.

Decision Making with Spherical Fuzzy Sets

Cengiz Kahraman,Fatma Kutlu Gündoğdu
Decision Making with Spherical Fuzzy Sets Book PDF

Author : Cengiz Kahraman,Fatma Kutlu Gündoğdu
Publisher : Springer Nature
Page : 551 pages
File Size : 54,7 Mb
Release : 2020-05-27
Category : Technology & Engineering
ISBN : 9783030454616

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Decision Making with Spherical Fuzzy Sets by Cengiz Kahraman,Fatma Kutlu Gündoğdu Pdf

This book introduces readers to the novel concept of spherical fuzzy sets, showing how these sets can be applied in practice to solve various decision-making problems. It also demonstrates that these sets provide a larger preference volume in 3D space for decision-makers. Written by authoritative researchers, the various chapters cover a large amount of theoretical and practical information, allowing readers to gain an extensive understanding of both the fundamentals and applications of spherical fuzzy sets in intelligent decision-making and mathematical programming.

Fuzzy Decision Analysis: Multi Attribute Decision Making Approach

Farhad Hosseinzadeh Lotfi,Tofigh Allahviranloo,Witold Pedrycz,Mohammadreza Shahriari,Hamid Sharafi,Somayeh Razipour GhalehJough
Fuzzy Decision Analysis Multi Attribute Decision Making Approach Book PDF

Author : Farhad Hosseinzadeh Lotfi,Tofigh Allahviranloo,Witold Pedrycz,Mohammadreza Shahriari,Hamid Sharafi,Somayeh Razipour GhalehJough
Publisher : Springer Nature
Page : 362 pages
File Size : 48,8 Mb
Release : 2023-11-24
Category : Technology & Engineering
ISBN : 9783031447426

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Fuzzy Decision Analysis: Multi Attribute Decision Making Approach by Farhad Hosseinzadeh Lotfi,Tofigh Allahviranloo,Witold Pedrycz,Mohammadreza Shahriari,Hamid Sharafi,Somayeh Razipour GhalehJough Pdf

Authored by a leading expert in the field, this book introduces an innovative methodology that harnesses the power of fuzzy logic to enhance decision-making in multi-attribute scenarios. In a world of complexity and uncertainty, effective decision-making is paramount. Springer proudly presents a cutting-edge publication that revolutionizes decision analysis: "Fuzzy Decision Analysis: Multi-attribute Decision-Making Approach." This book stands at the forefront of decision analysis, introducing the integration of fuzzy logic into multi-attribute decision-making. It is a transformative journey into the realm of advanced decision analysis. It book not only equips you with the knowledge to comprehend the theoretical underpinnings but also empowers you to apply these insights in practical scenarios. This book serves as your indispensable companion. Its comprehensive coverage serves as a beacon, guiding you through the intricate maze of fuzzy logic and multi-attribute decision-making, ultimately empowering you to embrace innovation and master the art of making well-informed decisions in an ever-changing world.

Logistics 4.0

Turan Paksoy,Cigdem Gonul Kochan,Sadia Samar Ali
Logistics 4 0 Book PDF

Author : Turan Paksoy,Cigdem Gonul Kochan,Sadia Samar Ali
Publisher : CRC Press
Page : 369 pages
File Size : 49,8 Mb
Release : 2020-12-17
Category : Technology & Engineering
ISBN : 9781000245103

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Logistics 4.0 by Turan Paksoy,Cigdem Gonul Kochan,Sadia Samar Ali Pdf

Industrial revolutions have impacted both, manufacturing and service. From the steam engine to digital automated production, the industrial revolutions have conduced significant changes in operations and supply chain management (SCM) processes. Swift changes in manufacturing and service systems have led to phenomenal improvements in productivity. The fast-paced environment brings new challenges and opportunities for the companies that are associated with the adaptation to the new concepts such as Internet of Things (IoT) and Cyber Physical Systems, artificial intelligence (AI), robotics, cyber security, data analytics, block chain and cloud technology. These emerging technologies facilitated and expedited the birth of Logistics 4.0. Industrial Revolution 4.0 initiatives in SCM has attracted stakeholders’ attentions due to it is ability to empower using a set of technologies together that helps to execute more efficient production and distribution systems. This initiative has been called Logistics 4.0 of the fourth Industrial Revolution in SCM due to its high potential. Connecting entities, machines, physical items and enterprise resources to each other by using sensors, devices and the internet along the supply chains are the main attributes of Logistics 4.0. IoT enables customers to make more suitable and valuable decisions due to the data-driven structure of the Industry 4.0 paradigm. Besides that, the system’s ability of gathering and analyzing information about the environment at any given time and adapting itself to the rapid changes add significant value to the SCM processes. In this peer-reviewed book, experts from all over the world, in the field present a conceptual framework for Logistics 4.0 and provide examples for usage of Industry 4.0 tools in SCM. This book is a work that will be beneficial for both practitioners and students and academicians, as it covers the theoretical framework, on the one hand, and includes examples of practice and real world.