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Aggregation Operators for Various Extensions of Fuzzy Set and Its Applications in Transportation Problems

Aggregation Operators for Various Extensions of Fuzzy Set and Its Applications in Transportation Problems
Author: Akansha Mishra
Publisher:
Total Pages:
Release: 2021
Genre: Aggregation operators
ISBN: 9789811569999

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This book introduces readers to the fundamentals of transportation problems under the fuzzy environment and its extensions. It also discusses the limitations and drawbacks of (1) recently proposed aggregation operators under the fuzzy environment and its various extensions; (2) recently proposed methods for solving transportation problems under the fuzzy environment; and (3) recently proposed methods for solving transportation problems under the intuitionistic fuzzy environment. In turn, the book proposes simplified methods to overcome these limitations.


Aggregation Operators for Various Extensions of Fuzzy Set and Its Applications in Transportation Problems

Aggregation Operators for Various Extensions of Fuzzy Set and Its Applications in Transportation Problems
Author: Akansha Mishra
Publisher: Springer Nature
Total Pages: 262
Release: 2020-08-19
Genre: Technology & Engineering
ISBN: 9811569983

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This book introduces readers to the fundamentals of transportation problems under the fuzzy environment and its extensions. It also discusses the limitations and drawbacks of (1) recently proposed aggregation operators under the fuzzy environment and its various extensions; (2) recently proposed methods for solving transportation problems under the fuzzy environment; and (3) recently proposed methods for solving transportation problems under the intuitionistic fuzzy environment. In turn, the book proposes simplified methods to overcome these limitations.


Fuzzy Set Theory—and Its Applications

Fuzzy Set Theory—and Its Applications
Author: Hans-Jürgen Zimmermann
Publisher: Springer Science & Business Media
Total Pages: 441
Release: 2013-04-17
Genre: Mathematics
ISBN: 9401587027

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Fuzzy Set Theory - And Its Applications, Third Edition is a textbook for courses in fuzzy set theory. It can also be used as an introduction to the subject. The character of a textbook is balanced with the dynamic nature of the research in the field by including many useful references to develop a deeper understanding among interested readers. The book updates the research agenda (which has witnessed profound and startling advances since its inception some 30 years ago) with chapters on possibility theory, fuzzy logic and approximate reasoning, expert systems, fuzzy control, fuzzy data analysis, decision making and fuzzy set models in operations research. All chapters have been updated. Exercises are included.


Fuzzy Set Theory — and Its Applications

Fuzzy Set Theory — and Its Applications
Author: Hans-Jürgen Zimmermann
Publisher: Springer Science & Business Media
Total Pages: 366
Release: 2013-12-01
Genre: Business & Economics
ISBN: 9401571538

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Extension of the Fuzzy Sugeno Integral Based on Generalized Type-2 Fuzzy Logic

Extension of the Fuzzy Sugeno Integral Based on Generalized Type-2 Fuzzy Logic
Author: Patricia Melin
Publisher: Springer
Total Pages: 65
Release: 2019-03-28
Genre: Technology & Engineering
ISBN: 3030164160

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This book presents an extension of the aggregation operator of the generalized interval type-2 Sugeno integral using generalized type-2 fuzzy logic. This extension enables it to handle higher levels of uncertainty when adding any number of sources and types of information in a wide variety of decision-making applications. The authors also demonstrate that the extended aggregation operator offers better performance than other traditional or extended operators. The book is a valuables reference resource for students and researchers working on theory and applications of fuzzy logic in various areas of application where decision making is performed under high levels of uncertainty, such as pattern recognition, time series prediction, intelligent control and manufacturing.


Fuzzy Sets and Their Extensions: Representation, Aggregation and Models

Fuzzy Sets and Their Extensions: Representation, Aggregation and Models
Author: Humberto Bustince
Publisher: Springer
Total Pages: 674
Release: 2007-10-30
Genre: Computers
ISBN: 3540737235

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This carefully edited book presents an up-to-date state of current research in the use of fuzzy sets and their extensions. It pays particular attention to foundation issues and to their application to four important areas where fuzzy sets are seen to be an important tool for modeling and solving problems. The book’s 34 chapters deal with the subject with clarity and effectiveness. They include four review papers introducing some non-standard representations


Aggregation Operators

Aggregation Operators
Author: Tomasa Calvo
Publisher: Springer Science & Business Media
Total Pages: 376
Release: 2002-04-10
Genre: Computers
ISBN: 9783790814682

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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.


Spherical Fuzzy Logarithmic Aggregation Operators Based on Entropy and Their Application in Decision Support Systems

Spherical Fuzzy Logarithmic Aggregation Operators Based on Entropy and Their Application in Decision Support Systems
Author: Yun Jin
Publisher: Infinite Study
Total Pages: 36
Release:
Genre: Mathematics
ISBN:

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Keeping in view the importance of new defined and well growing spherical fuzzy sets, in this study, we proposed a novel method to handle the spherical fuzzy multi-criteria group decision-making (MCGDM) problems. Firstly, we presented some novel logarithmic operations of spherical fuzzy sets (SFSs). Then, we proposed series of novel logarithmic operators, namely spherical fuzzy weighted average operators and spherical fuzzy weighted geometric operators.


q-Rung Orthopair Fuzzy Sets

q-Rung Orthopair Fuzzy Sets
Author: Harish Garg
Publisher: Springer Nature
Total Pages: 558
Release: 2022-09-08
Genre: Computers
ISBN: 9811914494

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This book collects chapters which discuss interdisciplinary solutions to complex problems by using different approaches in order to save money, time and resources. The book presents the results on the recent advancements in artificial intelligence, computational intelligence, decision-making problems, emerging problems and practical achievements in the broad knowledge management field. q-ROFS is one of the hot topics for all the researchers, industrialists as well as academicians. This book is of interest to professionals and researchers working in the field of decision making and computational intelligence, as well as postgraduate and undergraduate students studying applications of fuzzy sets. The book helps solve different kinds of the decision-making problems such as medical diagnosis, pattern recognition, construction problems and technology selection under the uncertain fuzzy environment. Containing 19 chapters, the book begins by giving a topology of the q-ROFSs and their applications. It then progresses in a logical fashion, dedicating a chapter to each approach, including the generalized information measures for q-ROFSs, implementation of q-ROFSs to medical diagnosis, inventory model, multi-attribute decision-making and approaches to real-life industrial problems such as green campus transportation, social responsibility evaluation pattern and extensions of the q-ROFSs.


Fuzzy Integral-based Rule Aggregation in Fuzzy Logic

Fuzzy Integral-based Rule Aggregation in Fuzzy Logic
Author: Leary Tomlin
Publisher:
Total Pages: 43
Release: 2016
Genre:
ISBN:

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The fuzzy inference system has been tuned and revamped many times over and applied to numerous domains. New and improved techniques have been presented for fuzzification, implication, rule composition and defuzzification, leaving rule aggregation relatively underrepresented. Current FIS aggregation operators are relatively simple and have remained more-or-less unchanged over the years. For many problems, these simple aggregation operators produce intuitive, useful and meaningful results. However, there exists a wide class of problems for which quality aggregation requires non-additivity and exploitation of interactions between rules. Herein, the fuzzy integral, a parametric non-linear aggregation operator, is used to fill this gap. Specifically, recent advancements in extensions of the fuzzy integral to “unrestricted” fuzzy sets, i.e., subnormal and non-convex, makes this now possible. The roles of two extensions, gFI and the NDFI, are explored and demonstrate when and where to apply these aggregations, and present efficient algorithms to approximate their solutions.