Velocity Modulated Bacterial Foraging Optimization Technique (VMBFO)

Autor:	Sastry V. R. S. Gollapudi, Shyam S. Pattnaik, K. M. Bakwad, O. P. Bajpai, Swapna Devi
Rok vydání:	2011
Předmět:	Mathematical optimization Microstrip antenna Computer science Foraging MathematicsofComputing_NUMERICALANALYSIS Benchmark (computing) Particle swarm optimization Multi-swarm optimization Algorithm Software
Zdroj:	Applied Soft Computing. 11:154-165
ISSN:	1568-4946
Popis:	In this paper, a Velocity Modulated Bacterial Foraging Optimization Technique is proposed. The Bacterial Foraging algorithm is hybridized with Particle Swarm Optimization technique to reduce the convergence time while maintaining high accuracy. The hybridized optimization technique is tested on various benchmark functions like Sphere, Rosenbrock, Generalized Rastrigin, Griewank and Ackley. In addition to these, the proposed algorithm is also tested to calculate the resonant frequency of Rectangular Microstrip Antenna. The results are compared with the existing algorithms and that of experimental results and are found to be in good agreement.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::b08b088b8da0f02cca9f3e6d4a42b5c5 https://doi.org/10.1016/j.asoc.2009.11.006 Zobrazit plný text záznamu Full Text from ScienceDirect