Real Life Applications of Soft Computing

Rapid advancements in the application of soft computing tools and techniques have proven valuable in the development of highly scalable systems. Although many resources on the subject adequately cover the theoretic concepts, few provide clear insight into their practical application. Filling this ne...

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Bibliographic Details
Main Author Shukla, Anupam
Format eBook
LanguageEnglish
Published Milton CRC Press 2010
Taylor & Francis Group
Edition1
Subjects
Computers
Soft computing
Configuration Space
LVQ Network
LVQ
Vice Versa
Evolutionary Ann
RBFN Model
Conventional Ann
Soft Computing
GA
ANFIS
Infeasible Solutions
RBFN
Initial FIS
Input Space
Fuzzy Systems
Training Curve
Training Data Set
Soft Computing Techniques
Fuzzy Inference System
Global Minima
Hidden Neurons
Average PSD
Recurrent Neural Networks
MFs
Neuro Fuzzy Systems
Online AccessGet full text
ISBN1439822875
9781439822876
9780367384012
0367384019
DOI10.1201/EBK1439822876

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Summary:Rapid advancements in the application of soft computing tools and techniques have proven valuable in the development of highly scalable systems. Although many resources on the subject adequately cover the theoretic concepts, few provide clear insight into their practical application. Filling this need, this book explains such applications, including the underlying technology and its implementation. It covers the theoretical foundations of soft computing and supplies a concise explanation of various models, principles, algorithms, tools, and techniques, including artificial neural networks, fuzzy systems, evolutionary algorithms, and hybrid algorithms.
Bibliography:An Auerbach book.
Available also in a print ed.
Mode of access: Internet via World Wide Web.
Title from title screen.
ISBN:1439822875
9781439822876
9780367384012
0367384019
DOI:10.1201/EBK1439822876