20 Particle Swarm Optimization – Modifications and Application - Swarm Intelligence Algorithms (Two Volume Set) [Book]

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Particle Swarm Optimization - Modifications and Application

Adam Slowik

Department of Electronics and Computer ScienceKoszalin University of Technology, Koszalin, Poland

CONTENTS

20.1Introduction

20.2Original PSO algorithm in brief

20.2.1Description of the original PSO algorithm

20.3Modifications of the PSO algorithm

20.3.1Velocity clamping

20.3.2Inertia weight

20.3.3Constriction coefficient

20.3.4Acceleration coefficients c1 and c2

20.4Application of PSO algorithm for IIR digital filter design

20.4.1Problem description

20.4.2How can the PSO algorithm be used for this problem?

20.4.3Description of experiments

20.4.4Results obtained

20.5Conclusions

References

20.1Introduction

The particle swarm optimization (PSO) [1] algorithm and ...

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