Type-2 Fuzzy Granular Models

von Mauricio A. Sanchez, Oscar Castillo, Juan R. Castro

93 Seiten, Taschenbuch

Kurzbeschreibung des Verlags

In this book, a series of granular algorithms are proposed. A nature inspired granular algorithm based on Newtonian gravitational forces is proposed. A series of methods for the formation of higher-type information granules represented by Interval Type-2 Fuzzy Sets are also shown, via multiple approaches, such as Coefficient of Variation, principle of justifiable granularity, uncertainty-based information concept, and numerical evidence based. And a fuzzy granular application comparison is given as to demonstrate the differences in how uncertainty affects the performance of fuzzy information granules.

• Reihe: SpringerBriefs in Computational Intelligence
• Themen: Informatik und Informationstechnologie Informatik Künstliche Intelligenz (KI)
• ISBN: 9783319412870
• Sprache: Englisch
• Erscheinungsdatum: 02.09.2016
• Größe: 23.5 x 15.5 cm
• Verlag: Springer International Publishing