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Computer Science - Artificial Intelligence | Granular Computing - An Emerging Paradigm

Granular Computing

An Emerging Paradigm

Pedrycz, Witold (Ed.)

2001, VI, 398 p.

A product of Physica Verlag Heidelberg
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  • About this book

Granular Computing is concerned with constructing and processing carried out at the level of information granules. Using information granules, we comprehend the world and interact with it, no matter which intelligent endeavor this may involve. The landscape of granular computing is immensely rich and involves set theory (interval mathematics), fuzzy sets, rough sets, random sets linked together in a highly synergetic environment. This volume is a first comprehensive treatment of this emerging paradigm and embraces its fundamentals, underlying methodological framework, and a sound algorithmic environment. The panoply of applications covered includes system identification, telecommunications, linguistics and music processing. Written by experts in the field, this volume will appeal to all developing intelligent systems, either working at the methodological level or interested in detailed system realization.

Content Level » Research

Keywords » cognition - communication - control - fuzzy - fuzzy logic - fuzzy sets - information - intelligent systems - linguistics - mathematics - modeling - natural language - neural networks - telecommunications - uncertainty

Related subjects » Artificial Intelligence

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