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Granular Computing Witold Pedrycz

Granular Computing By Witold Pedrycz

Granular Computing by Witold Pedrycz


$37.99
Condition - Very Good
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Summary

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.

Granular Computing Summary

Granular Computing: An Emerging Paradigm by Witold Pedrycz

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.

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.

Additional information

GOR012861449
9783790813876
3790813877
Granular Computing: An Emerging Paradigm by Witold Pedrycz
Used - Very Good
Hardback
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
20010606
398
N/A
Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
This is a used book - there is no escaping the fact it has been read by someone else and it will show signs of wear and previous use. Overall we expect it to be in very good condition, but if you are not entirely satisfied please get in touch with us

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