Improved Bacterial Foraging Optimization Algorithm with Information Communication Mechanism

Author

Ben Niu ; Jing Liu ; Ying Bi ; Ting Xie ; Lijing Tan

Author_Institution

Coll. of Manage., Shenzhen Univ., Shenzhen, China

fYear

2014

fDate

15-16 Nov. 2014

Firstpage

47

Lastpage

51

Abstract

In this paper, a Structure-Redesigned-Based Bacterial Foraging Optimization (SRBFO) proposed in the previous work is used to reduce the computational time. Then by transplanting information communication mechanism to SRBFO, we proposed several variants of SRBFO with different topology structures, which are called SRBFO-ST, SRBFO-FC, SRBFO-Ri, SRBFO-VN and SRBFO-DN, respectively. A series of experiments are conducted to test the performance of those proposed algorithms and the superiority of them have been demonstrated.

Keywords

optimisation; topology; SRBFO; SRBFO-DN; SRBFO-FC; SRBFO-Ri; SRBFO-ST; SRBFO-VN; information communication mechanism; structure-redesigned-based bacterial foraging optimization; topology structures; Benchmark testing; Convergence; Heuristic algorithms; Microorganisms; Optimization; Security; Topology; Bacterial Foraging Optimization; information communication; neighborhood topology;

fLanguage

English

Publisher

ieee

Conference_Titel

Computational Intelligence and Security (CIS), 2014 Tenth International Conference on

Conference_Location

Kunming

Print_ISBN

978-1-4799-7433-7

Type

conf

DOI

10.1109/CIS.2014.106

Filename

7016851