Reasoning with Rough Sets

Logical Approaches to Granularity-Based Framework

Seiki Akama, Tetsuya Murai, Yasuo Kudo (Autoren)

Buch | Hardcover

X, 201 Seiten

2018 | 1st ed. 2018
Springer International Publishing (Verlag)
978-3-319-72690-8 (ISBN)

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This book explores reasoning with rough sets by developing a granularity-based framework. It begins with a brief description of the rough set theory, then examines selected relations between rough set theory and non-classical logics including modal logic. In addition, it develops a granularity-based framework for reasoning in which various types of reasoning can be formalized. The book will be of interest to all researchers whose work involves Artificial Intelligence, databases and/or logic.

Introduction.- Rough Set Theory.- Non-Classical Logics.- Logical Characterizations of Rough Sets.- A Granularity-based Framework of Reasoning.- Conclusions.

Erscheinungsdatum	31.01.2018
Reihe/Serie	Intelligent Systems Reference Library
Zusatzinfo	X, 201 p. 12 illus., 7 illus. in color.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Gewicht	443 g
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
Themenwelt	Technik
Schlagworte	Computational Intelligence • Granularity-based Framework for Reasoning • Intelligent Systems • Non-Classical Logics • Rough Set Theory
ISBN-10	3-319-72690-0 / 3319726900
ISBN-13	978-3-319-72690-8 / 9783319726908
Zustand	Neuware