Particle swarm optimization: the gradient correction

dc.contributor.author	Borowska, Bożena
dc.contributor.author	Nadolski, Stefan
dc.date.accessioned	2015-06-03T11:15:59Z
dc.date.available	2015-06-03T11:15:59Z
dc.date.issued	2009
dc.description.abstract	In the following paper, the solution of the optimization problem that relied on the determination of the optimal geometry of two cylindrical coil arrangement evoking magnetic field of specific parameters was presented. The objective of the task was to generate, in a defined active area, the magnetic field of the largest possible gradient and simultaneously keep this gradient relatively constant. The computations were performed using the classical particle swarm optimization as well as the modified method with the correction sensitive to the fitness function gradient introduced to the formula describing the movement of the specific swarm particles. As a result, a considerable enhancement of the optimization process was achieved.	en_EN
dc.format	application/pdf
dc.identifier.citation	Journal of Applied Computer Science., 2009 Vol.17 nr 2 s.7-15
dc.identifier.issn	1507-0360
dc.identifier.other	P-3553
dc.identifier.other	0000025892
dc.identifier.uri	http://hdl.handle.net/11652/442
dc.language.iso	en
dc.publisher	Wydawnictwo Politechniki Łódzkiej	pl_PL
dc.publisher	Lodz University of Technology. Press	en_EN
dc.relation.ispartofseries	Journal of Applied Computer Science., 2009 Vol.17 nr 2	en_EN
dc.title	Particle swarm optimization: the gradient correction
dc.type	Artykuł

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