Title :
Complex Analysis of Anisotropic Swarms with Gaussian Profiles
Author :
Liu, Bo ; Liang, Haili ; Zhang, Jie ; Li, Huan
Author_Institution :
Coll. of Sci., North China Univ. of Technol., Beijing, China
Abstract :
This paper considers an M-member "individual-based" continuous time swarm model with individuals moving with a nutrient profile (or an attractant/repellent) in an n- dimensional space. It is proved that the swarm members aggregate and eventually form a cohesive cluster of finite size for Gaussian Profiles. Moreover, all the swarm members will converge to more favorable areas of the Gaussian profile under certain conditions.
Keywords :
Gaussian processes; multi-agent systems; particle swarm optimisation; Gaussian profile; M-member individual based continuous time swarm model; anisotropic swarms complex analysis; n-dimensional space; nutrient profile; Aggregates; Anisotropic magnetoresistance; Birds; Educational institutions; Equations; Fuzzy systems; Marine animals; Microorganisms; Space technology; Stability;
Conference_Titel :
Fuzzy Systems and Knowledge Discovery, 2009. FSKD '09. Sixth International Conference on
Conference_Location :
Tianjin
Print_ISBN :
978-0-7695-3735-1
DOI :
10.1109/FSKD.2009.795
