Glowworm Swarm Optimization Theory, Algorithms, and Applications /

• Κύριοι συγγραφείς: Kaipa, Krishnanand N. (Συγγραφέας), Ghose, Debasish (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2017.
• Σειρά: Studies in Computational Intelligence, 698
• Θέματα: Engineering.; Artificial intelligence.; Algorithms.; Computational intelligence.; Computational Intelligence.; Artificial Intelligence (incl. Robotics).

This book provides a comprehensive account of the glowworm swarm optimization (GSO) algorithm, including details of the underlying ideas, theoretical foundations, algorithm development, various applications, and MATLAB programs for the basic GSO algorithm. It also discusses several research problems...

Πίνακας περιεχομένων:

• Preface
• Acknowledgements
• 1 From Natural to Synthetic Swarms
• 2 Glowworm Swarm Optimization: Algorithm Development
• 3 Theoretical Foundations
• 4 Multimodal Function Optimization
• 5 Experiments using Physical Simulations and Real Robots
• 6 Applications to Ubiquitous Computing Environments
• 7 Pursuit of Multiple Mobile Signal Sources
• 8 GSO Applications and Extensions.