Granular Computing An Emerging Paradigm /

• Corporate Author: SpringerLink (Online service)
• Other Authors: Pedrycz, Witold (Editor, http://id.loc.gov/vocabulary/relators/edt)
• Format: Electronic eBook
• Language: English
• Published: Heidelberg : Physica-Verlag HD : Imprint: Physica, 2001.
• Edition: 1st ed. 2001.
• Series: Studies in Fuzziness and Soft Computing, 70
• Subjects: Artificial intelligence.; Artificial Intelligence.

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 an...

Table of Contents:

• Interval Arithmetic and Interval Analysis: An Introduction
• Interval and Ellipsoidal Uncertainty Models
• Nonlinear Bounded-Error Parameter Estimation Using Interval Computation
• Random Sets: Theory and Applications
• Rough Sets and Boolean Reasoning.
• Granulation and Nearest Neighborhoods: Rough Set Approach.
• An Inquiry into the Theory of Defuzzification
• Fuzzy Partitioning Methods
• A Coding Method to Handle Linguistic Variables
• A Formal Theory of Fuzzy Natural Language Quantification and its Role in Granular Computing.
• Granularity and Specificity in Fuzzy Rule-Based Systems
• Granular Computing in Neural Networks
• Fuzzy Clustering for Multiple-Model Approaches in System Identification and Control.
• Information Granulation in Automated Modeling
• Optical Music Recognition: the Case of Granular Computing
• Modeling MPEG VBR Video Traffic Using Type-2 Fuzzy Logic Systems
• Induction of Rules about Complications with the Use of Rough Sets.