Swarm Intelligence Algorithms (eBook, PDF)

Modifications and Applications
Redaktion: Slowik, Adam

• Format: PDF

Produktbeschreibung

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.

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Produktdetails

• Verlag: Taylor & Francis
• Seitenzahl: 378
• Erscheinungstermin: 25. August 2020
• Englisch
• ISBN-13: 9780429749476
• Artikelnr.: 59908777

Autorenporträt

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.