Chaturvedi, D: Soft Computing Techniques and its Application

Name: Chaturvedi, D: Soft Computing Techniques and its Application
Brand: Springer Berlin, Springer-Verlag GmbH
SKU: 19366079
Price: 229.99 EUR
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(Sprache: Englisch)

Autor: Devendra K. Chaturvedi

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Chaturvedi, D: Soft Computing Techniques and its Application, Devendra K. Chaturvedi

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Klappentext zu „Chaturvedi, D: Soft Computing Techniques and its Application “

This book is an introduction to some new fields in soft computing with its principal components of fuzzy logic, ANN and EA. The approach in this book is to provide an understanding of the soft computing field and to work through soft computing using examples. It also aims to integrate pseudo-code operational summaries and Matlab codes, to present computer simulation, to include real world applications and to highlight the distinctive work of human consciousness in machine.

Inhaltsverzeichnis zu „Chaturvedi, D: Soft Computing Techniques and its Application “

to Soft Computing.- Life History of Brain.- Artificial Neural Network and Supervised Learning.- Factors Affecting the Performance of Artificial Neural Network Models.- Development of Generalized Neuron and Its Validation.- Applications of Generalized Neuron Models.- to Fuzzy Set Theoretic Approach.- Applications of Fuzzy Rule Based System.- Genetic Algorithms.- Applications of Genetic Algorithms to Load Forecasting Problem.- Synergism of Genetic Algorithms and Fuzzy Systems for Power System Applications.- Integration of Neural Networks and Fuzzy Systems.- ANN - GA-Fuzzy Synergism and Its Applications.

Bibliographische Angaben

Autor: Devendra K. Chaturvedi
2008, XXII, 612 Seiten, Maße: 16,3 x 24,5 cm, Gebunden, Englisch
Verlag: Springer Berlin
ISBN-10: 3540774807
ISBN-13: 9783540774808

Sprache:

Englisch

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