Swarm Intelligence Algorithms (Two Volume Set)

4

 

Bat Algorithm – Modifications and Application

 

Neeraj Kanwar

Department of Electrical EngineeringManipal University Jaipur, Jaipur, India

Nand K. Meena

School of Engineering and Applied ScienceAston University, Birmingham, United Kingdom

Jin Yang

School of Engineering and Applied ScienceAston University, Birmingham, United Kingdom

CONTENTS

4.1Introduction

4.2Original bat algorithm in brief

4.2.1Random fly

4.2.2Local random walk

4.3Modifications of the bat algorithm

4.3.1Improved bat algorithm

4.3.2Bat algorithm with centroid strategy

4.3.3Self-adaptive bat algorithm (SABA)

4.3.4Chaotic mapping based BA

4.3.5Self-adaptive BA with step-control and mutation mechanisms

4.3.6Adaptive position update

4.3.7Smart bat algorithm

4.3.8Adaptive ...