Uncertainty Data in Interval-Valued Fuzzy Set Theory

Properties, Algorithms and Applications

Barbara Pękala (Autor)

Buch | Hardcover

XIV, 181 Seiten

2018
Springer International Publishing (Verlag)
9783319939094 (ISBN)

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This book offers an introduction to fuzzy sets theory and their operations, with a special focus on aggregation and negation functions. Particular attention is given to interval-valued fuzzy sets and Atanassov's intuitionistic fuzzy sets and their use in uncertainty models involving imperfect or unknown information. The theory and application of interval-values fuzzy sets to various decision making problems represent the central core of this book, which describes in detail aggregation operators and their use with imprecise data represented as intervals. Interval-valued fuzzy relations, compatibility measures of interval and the transitivity property are thoroughly covered. With its good balance between theoretical considerations and applications of originally developed algorithms to real-world problem, the book offers a timely, inspiring guide to mathematicians and engineers developing new decision making models or implementing/applying existing ones to a wide range of applications involving imprecise or incomplete data.

Introduction to Fuzzy Sets.- Interval-Valued Fuzzy Relations.- Applications.- Summary and Open Problem.

Erscheinungsdatum	14.07.2018
Reihe/Serie	Studies in Fuzziness and Soft Computing
Zusatzinfo	XIV, 181 p. 12 illus.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Gewicht	461 g
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
	Technik
	Wirtschaft ► Betriebswirtschaft / Management ► Unternehmensführung / Management
Schlagworte	Applications of Aggregation Functions • Approximate Reasoning Using General Compositions • Compatibility Measures of Intervals • Decision Making Using Preference • Generalized Composition of Interval-Valued Fuzzy R • Generalized Composition of Interval-Valued Fuzzy Relations • Interval-Valued Fuzzy Aggregations • Interval-Valued Fuzzy Relations • Interval-Valued Ordered Weighted Averaging Operato • Interval-Valued Ordered Weighted Averaging Operators • Preservation of N-Reciprocity • Properties of Interval-Valued Fuzzy Relations
ISBN-13	9783319939094 / 9783319939094
Zustand	Neuware