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Frontiers of Higher Order Fuzzy Sets

Alireza Sadeghian, Hooman Tahayori (Herausgeber)

Buch | Hardcover

261 Seiten

2014
Springer-Verlag New York Inc.
978-1-4614-3441-2 (ISBN)

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Frontiers of Higher Order Fuzzy Sets, provides a unified representation theorem for higher order fuzzy sets. The book elaborates on the concept of gradual elements and their integration with the higher order fuzzy sets. This book also is devoted to the introduction of new frameworks based on general T2FSs, IT2FSs, Gradual elements, Shadowed sets and rough sets. Such new frameworks will provide more capable frameworks for real applications. Applications of higher order fuzzy sets in various fields will be discussed. In particular, the properties and characteristics of the new proposed frameworks would be studied. Such frameworks that are the result of the integration of general T2FSs, IT2FSs, gradual elements, shadowed sets and rough sets will be shown to be suitable to be applied in the fields of bioinformatics, business, management, ambient intelligence, medicine, cloud computing and smart grids.

Dr. Alireza Sadeghian, PhD and Dr. Hooman Tahayori, PhD are both professors at Ryerson University

A New Fuzzy Disjointing Difference Operator to Calculate Union and Intersection of Type-2 Fuzzy Sets.- Robustness of Higher Order Fuzzy Sets.- Fuzzy Sets of Higher Type and Higher Order in Fuzzy Modeling.- Recent Advances in Fuzzy System Modeling.- On the use of participatory genetic fuzzy system approach to develop fuzzy models.- Fuzzy Modelling of Economic Institutional Rules.- Modeling the uncertainty of a set of graphs using higher order fuzzy sets.- Time-Series Forecasting via Complex Fuzzy Logic.- Multi-Subject Type-2 Linguistic Summaries of Relational Databases.- Bio-Inspired Optimization of Interval Type-2 Fuzzy Controller Design.- Image Processing and Pattern Recognition with Interval Type-2 Fuzzy Inference Systems.- Big Data Analytic via Soft Computing Paradigms.

Zusatzinfo	64 Illustrations, color; 64 Illustrations, black and white; XIII, 261 p. 128 illus., 64 illus. in color.
Verlagsort	New York, NY
Sprache	englisch
Maße	155 x 235 mm
Themenwelt	Informatik ► Theorie / Studium ► Algorithmen
	Informatik ► Theorie / Studium ► Kryptologie
	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
	Technik
Schlagworte	Computational Intelligence • Fuzzy Set Analysis • Fuzzy set theory • Fuzzy Systems • Gradual Elements • Granular Computing • Higher Order Fuzzy Sets • Shadowed Sets • Soft Computing
ISBN-10	1-4614-3441-6 / 1461434416
ISBN-13	978-1-4614-3441-2 / 9781461434412
Zustand	Neuware