ENGLISH

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

By Jindong Qin , Xinwang Liu

Book information

Publisher
Springer Singapore
Year
2019
ISBN
978-981-13-9890-2, 978-981-13-9891-9
Language
english
Format
PDF
Filesize
5 MB (4860714 bytes)
Series
Uncertainty and Operations Research
Edition
1st ed. 2019
Pages
XV, 271\282
Time added
2020-02-08 04:43:07
Statistics; Applied Statistics; Methodology of the

Description

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. 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

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