A Magnetotactic Bacteria Algorithm Based on Power Spectrum for Optimization

Autor:	Mengjiao Geng, Hongwei Mo, Lili Liu
Rok vydání:	2014
Předmět:	Optimization problem Magnetotactic bacteria Optimization algorithm Computer science Magnetosome Spectral density Magnetic nanoparticles Algorithm Quantitative Biology::Cell Behavior Magnetic field
Zdroj:	Lecture Notes in Computer Science ISBN: 9783319118567 ICSI (1)
DOI:	10.1007/978-3-319-11857-4_13
Popis:	Magnetotactic bacteria is one kind of bacteria with magnetic particles called magnetosomes in its body. The magnetotactic bacteria move towards the ideal living conditions under the interaction between magnetic field produced by the magnetic particles chain and that of the earth. In the paper, a new magnetotactic bacteria algorithm based on power spectrum (PSMBA) for optimization is proposed. The candidate solutions are decided by power spectrum in the algorithm. Its performance is tested on 8 standard functions problems and compared with the other two popular optimization algorithms. Experimental results show that the PSMBA is effective in optimization problems and has good and competitive performance.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::160015d055f0bca543ea77e8a4fd0063 https://doi.org/10.1007/978-3-319-11857-4_13 Zobrazit plný text záznamu