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The problem of the genetic algorithm initial configuration selection
Автор | N, A Timofeev | |
Автор | P, V Peresunko | |
Автор | S, R Nekhonoshin | |
Автор | V, V Kukartsev | |
Автор | V, V Tynchenko | |
Автор | A, S Mikhalev | |
Дата внесения | 2020-01-20T07:15:33Z | |
Дата, когда ресурс стал доступен | 2020-01-20T07:15:33Z | |
Дата публикации | 2019-10 | |
Библиографическое описание | N, A Timofeev. The problem of the genetic algorithm initial configuration selection [Текст] / A Timofeev N, V Peresunko P, R Nekhonoshin S, V Kukartsev V, V Tynchenko V, S Mikhalev A // Journal of Physics: Conference Series. — 2019. | |
URI (для ссылок/цитирований) | http://sib-publish.ru/?tech12&ru | |
URI (для ссылок/цитирований) | https://elib.sfu-kras.ru/handle/2311/128777 | |
Аннотация | The genetic algorithm is one of the most well-known and frequently used global optimization algorithms. The software implementation of the algorithm in many programming languages and the development of various modifications of the selection parameters only encourage authors to analyze the GA parameters and search for their optimal values. Many works are trying to answer the question: what values of input parameters should be used for a greater likelihood of successfully finding the result. However, they only consider a specific set of parameters. This article describes the entire set of GA output parameters and draws up a recommendation for choosing initial values. Favorable sets of parameter values were found. Based on these sets, you can customize them for specific tasks. This study provides an example of using these sets to solve the problem of determining the parameters of a welded beam. Results were obtained corresponding to the best values of similar studies. It is important to note that in solving this problem, an initial set of parameters was already formulated, which facilitated the search for a global minimum. | |
Название | The problem of the genetic algorithm initial configuration selection | |
Тип | Journal Article | |
Тип | Journal Article Preprint | |
ГРНТИ | 20.23.19 | |
Дата обновления | 2020-01-20T07:15:33Z | |
Институт | Институт космических и информационных технологий | |
Подразделение | Кафедра информатики | |
Журнал | Journal of Physics | |
Квартиль журнала в Scopus | Q3 | |
Квартиль журнала в Web of Science | без квартиля |