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Soft Computing

Name: Soft Computing
Brand: Springer, Berlin
SKU: 9783642096228
Price: 1105.05 RON
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Techniques and its Applications in Electrical Engineering

Autor: Devendra K. Chaturvedi

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Editura: Springer, Berlin

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This book is an introduction to some new fields in soft computing with its principal components of f...

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Autor

Devendra K. Chaturvedi

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2010

Pagini

612

EAN

9783642096228

ISBN

3642096220

Enbook ID

01654499

Editura

Springer, Berlin

Greutate

961

Dimensiuni

155 x 235 x 32

Descriere completă

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.Taking inspiration from the brain structure (neurons), linguistic rather than precise way of description by humans (not so cold, very warm), genetics and the behaviour of birds and ants in the nature, new techniques for the solution of various problems have been developed over the past three decades or so. All these techniques are broadly classified as artificial intelligence or computational intelligence. §Artificial intelligence encompasses methods like artificial neural networks and fuzzy logic. Computational intelligence includes optimization methods such as genetic algorithm, evolutionary algorithm, arts colony, particle swarm optimization, etc. and their variations. Feasibility of the application of these techniques in various control and optimization problems has been investigated extensively and these techniques have been applied to physical systems in a number of cases. §With the computational power now available, importance of this relatively new branch of knowledge, that is heavily dependent on soft computing, will grow significantly in the future. The appearance of a book like this one helps spread awareness about the new techniques based on soft computing and is thus a welcome addition.§In this book a cross-section of these techniques is introduced and their applications illustrated by examples from physical systems based on the author s own research. It will provide a good introduction to a reader interested in this subject.§Om P. Malik, Professor Emeritus, University of Calgary

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Soft Computing

Techniques and its Applications in Electrical Engineering

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