Algorithm Collections for Digital Signal Processing(DSP) Applications Using Matlab-Nov 2007-Springer-notoc.pdf

Algorithm Collections for Digital Signal Processing
Applications Using Matlab
Algorithm Collections
for Digital Signal Processing
Applications Using Matlab
. Gopi
National Institute of Technology, Tiruchi, India
A . Catalogue record for this book is available from the Library of Congress.
ISBN 978-1-4020-6409-8 (HB)
ISBN 978-1-4020-6410-4 (e-book)
Published by Springer,
. Box 17, 3300 AA Dordrecht, herlands.
Printed on acid-free paper
All Rights Reserved
© 2007 Springer
No part of this work may be reproduced, stored in a retrieval system, or transmitted in
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or otherwise, without written permission from the Publisher, with the exception
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and executed on puter system, for exclusive use by the purchaser of the work.
This book is dedicated to
my Wife
and my Son
Contents
Preface xiii
Acknowledgments xv
Chapter 1 ARTIFICIAL INTELLIGENCE
1 Particle Swarm Algorithm 1
1-1 How are the Values of ‘x’ and ‘y’ are Updated
in Every Iteration? 2
1-2 PSO Algorithm to Maximize the Function F(X, Y, Z) 4
1-3 M-program for PSO Algorithm 6
1-4 Program Illustration 8
2 ic Algorithm 9
2-1 Roulette Wheel Selection Rule 10
2-2 Example 11
2-2-1 M-program for ic algorithm 11
2-2-2 Program illustration 13
2-3 Classification of ic Operators 15
2-3-1 Simple crossover 16
2-3-2 Heuristic crossover 16
2-3-3 Arith crossover 17
3 Simulated Annealing 18
3-1 Simulated Annealing Algorithm 19
3-2 Example 19
3-3 M-program for Simulated Annealing 23

vii
viii Contents
4 Back Propagation work 24
4-1 Single Neuron Architecture 25
4-2 Algorithm 27
4-3 Example 29
4-4 M-program for Training the Artificial work
for the Problem Proposed in the Previous Section 31
5 Fuzzy Logic Systems 32
5-1 Union and Intersection