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A Modified Particle Swarm Optimization Algorithm for Location Problem
Автор | Osinuga, I. A. | |
Автор | Bolarinwa, A. A. | |
Автор | Казаковцев, Л. А. | |
Дата внесения | 2020-01-20T07:55:50Z | |
Дата, когда ресурс стал доступен | 2020-01-20T07:55:50Z | |
Дата публикации | 2019-06 | |
Библиографическое описание | Osinuga, I. A. A Modified Particle Swarm Optimization Algorithm for Location Problem [Текст] / I. A. Osinuga, A. A. Bolarinwa, Л. А. Казаковцев // IOP Conference Series: Materials Science and Engineering. — 2019. — Т. 537 (№ 4). — С. 042060 | |
URI (для ссылок/цитирований) | https://iopscience.iop.org/article/10.1088/1757-899X/537/4/042060/pdf | |
URI (для ссылок/цитирований) | https://elib.sfu-kras.ru/handle/2311/129184 | |
Аннотация | In the Weber location problem which was proposed for optimal location of industrial enterprises, the aim is to find the location of a point such that the sum of weighted distance between this point and a finite number of existing points is minimized. This popular model is widely used for optimal location of equipment and in many sophisticated models of cluster analysis such as detecting homogeneous production batches made from a single production batch of raw materials. The well-known iterative Weiszfeld does not converge efficiently to the optimal solution when the solution either coincides or nearly coincides with one of the demands point which is not the optimum. We propose a modified Particle Swarm Optimization (PSO) algorithm. The velocity update of thePSO is modified to enlarge the search space and enhance the global search ability. The preliminary results of these algorithms are analyzed and compared. | |
Название | A Modified Particle Swarm Optimization Algorithm for Location Problem | |
Тип | Journal Article | |
Тип | Published Journal Article | |
Страницы | 042060 | |
ГРНТИ | 28.23.19 | |
Дата обновления | 2020-01-20T07:55:50Z | |
DOI | 10.1088/1757-899X/537/4/042060 | |
Институт | Институт управления бизнес-процессами и экономики | |
Подразделение | Кафедра экономики и информационных технологий менеджмента | |
Журнал | IOP Conference Series: Materials Science and Engineering | |
Квартиль журнала в Scopus | без квартиля | |
Квартиль журнала в Web of Science | без квартиля |