Swarm Intelligence Algorithms (Two Volume Set)

15

 

Grasshopper Optimization Algorithm - Modifications and Applications

 

Szymon Lukasik

Faculty of Physics and Applied Computer ScienceAGH University of Science and Technology, Kraków, Poland

CONTENTS

15.1Introduction

15.2Description of the original Grasshopper Optimization Algorithm

15.3Modifications of the GOA technique

15.3.1Adaptation to other optimization domains

15.3.2Structural modifications

15.3.3Hybrid algorithms

15.4Application example: GOA-based clustering

15.4.1Clustering and optimization

15.4.2Experimental setting and results

15.5Conclusion

References

 

15.1Introduction

The optimization technique known as Grasshopper Optimization Algorithm (GOA) was introduced by Saremi, Mirjalili and Lewis in 2017 [24]. It uses the well ...