This book presents 24 swarm algorithms together with their modifications and practical applications. Each chapter is devoted to one algorithm. In addition, each chapter contains a description of selected modifications of the algorithm and shows how it can be used to solve a selected practical problem.
This book presents 24 swarm algorithms together with their modifications and practical applications. Each chapter is devoted to one algorithm. In addition, each chapter contains a description of selected modifications of the algorithm and shows how it can be used to solve a selected practical problem.
Adam Slowik (IEEE Member 2007; IEEE Senior Member 2012) is an Associate Professor in the Department of Electronics and Computer Science, Koszalin University of Technology. His research interests include soft computing, computational intelligence, and, particularly, bio-inspired optimization algorithms and their engineering applications. He was a recipient of one Best Paper Award (IEEE Conference on Human System Interaction - HSI 2008).
Inhaltsangabe
1. Ant Colony Optimization, Modi cations, and Application. 2. Arti cial Bee Colony - Modi cations and An Application to Software Requirements Selection. 3. Modi ed Bacterial Forging Optimization and Application. 4. Bat Algorithm - Modi cations and Application. 5. Cat Swarm Optimization - Modi cations and Application. 6 Chicken Swarm Optimization - Modi cations and Application. 7 Cockroach Swarm Optimization - Modi cations and Application. 8. Crow Search Algorithm - Modi cations and Application. 9. Cuckoo Search Optimisation - Modi cations and Application. 10. Improved Dynamic Virtual Bats Algorithm for Identifying a Suspension System Parameters. 11. Dispersive Flies Optimisation: Modi cations and Application. 12. Improved Elephant Herding Optimization and Application. 13. Fire y Algorithm: Variants and Applications. 14. Glowworm Swarm Optimization - Modi cations and Applications. 15. Grasshopper Optimization Algorithm - Modi cations and Applications. 16. Grey wolf optimizer Modi cations and Applications. 17. Hunting Search Optimization Modi cation and Application. 18. Krill Herd Algorithm - Modi cations and Applications. 19. Modi ed Monarch Butter y Optimization and Real-life Applications. 20. Particle Swarm Optimization - Modi cations and Application. 21. Salp Swarm Algorithm: Modi cation and Application. 22. Social Spider Optimization - Modi cations and Applications. 23. Stochastic Di usion Search: Modi cations and Application. 24 Whale Optimization Algorithm - Modi cations and Applications.
