Adaptive Modelling, Estimation and Fusion from Data

Name: Adaptive Modelling, Estimation and Fusion from Data
SKU: 2108185
Price: 293.00 NZD
Availability: InStock

A Neurofuzzy Approach

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Hardback

Series:

Advanced Information Processing

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Description

In a world of almost permanent and rapidly increasing electronic data availability, techniques of filtering, compressing, and interpreting this data to transform it into valuable and easily comprehensible information is of utmost importance. One key topic in this area is the capability to deduce future system behavior from a given data input. This book brings together for the first time the complete theory of data-based neurofuzzy modelling and the linguistic attributes of fuzzy logic in a single cohesive mathematical framework. After introducing the basic theory of data-based modelling, new concepts including extended additive and multiplicative submodels are developed and their extensions to state estimation and data fusion are derived. All these algorithms are illustrated with benchmark and real-life examples to demonstrate their efficiency. Chris Harris and his group have carried out pioneering work which has tied together the fields of neural networks and linguistic rule-based algortihms. This book is aimed at researchers and scientists in time series modeling, empirical data modeling, knowledge discovery, data mining, and data fusion.

Release date NZ

May 13th, 2002

Author

Audience

Professional & Vocational

Illustrations

XVI, 323 p.

Pages

323

Series

Advanced Information Processing

Dimensions

156x234x20

ISBN-13

9783540426868

Product ID

2108185

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