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Soft Computing

Name: Soft Computing
Brand: Springer, Berlin
SKU: 9783642096228
Price: 76883 HUF
Availability: InStock

Techniques and its Applications in Electrical Engineering

Szerző: Devendra K. Chaturvedi

Nyelv:

Kötés: Puha kötésű

Kiadó: Springer, Berlin

Elérhetőség: Beszállítói készleten

Küldés 5-8 napon belül

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

Információk a könyvről

Szerző

Devendra K. Chaturvedi

Nyelv

Angol

Kötés

Könyv - Puha kötésű

Kiadva

2010

oldal

612

EAN

9783642096228

ISBN

3642096220

Enbook ID

01654499

Kiadó

Springer, Berlin

Súly

961

Méretek

155 x 235 x 32

Teljes leírás

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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