Title :
Analysis of Anisotropic Swarms with Multi-modal Gaussian-type 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 that moving with a nutrient profile (or an attractant/repellent) in an n-dimensional space. The swarm behavior is a result of a balance between inter-individual interplays as well as the interplays of the swarm agents with their environment. It is proved that the swarm members aggregate and eventually form a cohesive cluster of finite size around the swarm center in a finite time under certain conditions.
Keywords :
Gaussian processes; artificial intelligence; M-member individual-based continuous time swarm model; anisotropic swarms; interindividual interplays; multimodal Gaussian-type profile; n-dimensional space; nutrient profile; swarm behavior; Aggregates; Anisotropic magnetoresistance; Artificial intelligence; Birds; Educational institutions; Equations; Gaussian processes; Marine animals; Microorganisms; Space technology; Aggregation; Cohesion; Stability; Swarm;
Conference_Titel :
Artificial Intelligence, 2009. JCAI '09. International Joint Conference on
Conference_Location :
Hainan Island
Print_ISBN :
978-0-7695-3615-6
DOI :
10.1109/JCAI.2009.179
