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

✍ Scribed by Jindong Qin, Xinwang Liu

Publisher: Springer Singapore
Year: 2019
Tongue: English
Leaves: 282
Series: Uncertainty and Operations Research
Edition: 1st ed. 2019
Category: Library

No coin nor oath required. For personal study only.

✦ Synopsis

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 theirapplications.

✦ Table of Contents

Front Matter ....Pages i-xv
Type-2 Fuzzy Sets and Its Extensions (Jindong Qin, Xinwang Liu)....Pages 1-11
Multiple Criteria Decision Making with Type-2 Fuzzy Information (Jindong Qin, Xinwang Liu)....Pages 13-25
Interval Type-2 Fuzzy Aggregation Operations Based on Maclaurin Means and Its Extensions (Jindong Qin, Xinwang Liu)....Pages 27-56
Interval Type-2 Fuzzy Combined Ranking Method (Jindong Qin, Xinwang Liu)....Pages 57-84
Interval Type-2 Fuzzy Decision Making Based on TOPSIS (Jindong Qin, Xinwang Liu)....Pages 85-106
Interval Type-2 Fuzzy Decision Making Based on ANP (Jindong Qin, Xinwang Liu)....Pages 107-128
Interval Type-2 Fuzzy Decision Making Based on TODIM (Jindong Qin, Xinwang Liu)....Pages 129-160
Interval Type-2 Fuzzy Decision Making Based on LINMAP (Jindong Qin, Xinwang Liu)....Pages 161-186
An Integrated Interval Type-2 Fuzzy Decision Making Based on VIKOR and Prospect Theory (Jindong Qin, Xinwang Liu)....Pages 187-219
Interval Type-2 Fuzzy Decision Making Based on Granular Computing and Its Application in Personalized Recommendation (Jindong Qin, Xinwang Liu)....Pages 221-247
Interval Type-2 Fuzzy Group Decision Making by Integrating Improved Best Worst Method with COPRAS for Emergency Material Supplier Selection (Jindong Qin, Xinwang Liu)....Pages 249-271

✦ Subjects

Statistics; Applied Statistics; Methodology of the Social Sciences; Science and Technology Studies

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