Title :
Glowworm swarm optimization algorithm based on multi-population
Author :
He, Dengxu ; Zhu, Huazheng
Author_Institution :
Coll. of Math. & Comput. Sci., Guangxi Univ. for Nat., Nanning, China
Abstract :
This paper presents a new improved algorithm of small-scale and multi-population glowworm swarm optimization (MPGSO).It is shown by simulation that, compared to GSO, the improved algorithm for solving multi-modal functions can not only obviously reduce the computing time, but also improve the computing accuracy.
Keywords :
optimisation; multimodal function; multipopulation glowworm swarm optimization algorithm; Accuracy; Computational modeling; Heuristic algorithms; Optimization; Particle swarm optimization; Probability; MPGSO; glowworm swarm optimization; intelligent algorithm; multi-modal function optimization;
Conference_Titel :
Natural Computation (ICNC), 2010 Sixth International Conference on
Conference_Location :
Yantai, Shandong
Print_ISBN :
978-1-4244-5958-2
DOI :
10.1109/ICNC.2010.5583035
