Advances in Swarm Intelligence

12th International Conference, ICSI 2021, Qingdao, China, July 17¿21, 2021, Proceedings, Part I
Herausgegeben:Tan, Ying; Shi, Yuhui

• Broschiertes Buch

Produktbeschreibung

his two-volume set LNCS 12689-12690 constitutes the refereed proceedings of the 12th International Conference on Advances in Swarm Intelligence, ICSI 2021, held in Qingdao, China, in July 2021.
The 104 full papers presented in this volume were carefully reviewed and selected from 177 submissions. They cover topics such as: Swarm Intelligence and Nature-Inspired Computing; Swarm-based Computing Algorithms for Optimization; Particle Swarm Optimization; Ant Colony Optimization; Differential Evolution; Genetic Algorithm and Evolutionary Computation; Fireworks Algorithms; Brain Storm Optimization Algorithm; Bacterial Foraging Optimization Algorithm; DNA Computing Methods; Multi-Objective Optimization; Swarm Robotics and Multi-Agent System; UAV Cooperation and Control; Machine Learning; Data Mining; and Other Applications.

Produktdetails

• Theoretical Computer Science and General Issues 12689
• Verlag: Springer / Springer International Publishing / Springer, Berlin
• Artikelnr. des Verlages: 978-3-030-78742-4
• 1st ed. 2021
• Seitenzahl: 608
• Erscheinungstermin: 23. Juni 2021
• Englisch
• Abmessung: 235mm x 155mm x 33mm
• Gewicht: 908g
• ISBN-13: 9783030787424
• ISBN-10: 3030787427
• Artikelnr.: 61823425

Inhaltsangabe

Swarm Intelligence and Nature-Inspired Computing.- Swarm-based Computing Algorithms for Optimization.- Particle Swarm Optimization.- Ant Colony Optimization.- Differential Evolution.- Genetic Algorithm and Evolutionary Computation.- Fireworks Algorithms.- Brain Storm Optimization Algorithm.- Bacterial Foraging Optimization Algorithm.- DNA Computing Methods.