Improved Bacterial Foraging Optimization Algorithm with Information Communication Mechanism

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, wh...

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Bibliographic Details
Published in2014 Tenth International Conference on Computational Intelligence and Security pp. 47 - 51
Main Authors Ben Niu, Jing Liu, Ying Bi, Ting Xie, Lijing Tan
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.11.2014
Subjects
Bacterial Foraging Optimization
Benchmark testing
Convergence
Heuristic algorithms
information communication
Microorganisms
neighborhood topology
Optimization
Security
Topology
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Summary: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.
DOI:10.1109/CIS.2014.106