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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.Â
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.
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.
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