ИСПОЛЬЗОВАНИЕ ГЕНЕТИЧЕСКОГО АЛГОРИТМА ГЛОБАЛЬНОГО ПОИСКА В ЗАДАЧЕ ОПТИМИЗАЦИИ ДИНАМИКИ ПУЧКА

Translated title of the contribution: APPLICATION OF THE GENETIC GLOBAL SEARCH ALGORITHMIN BEAM DYNAMICS OPTIMIZATION PROBLEM

Research output: Chapter in Book/Report/Conference proceedingOther chapter contribution

Abstract

The global genetic optimization algorithm under consideration uses the normal distribution and has a number of significant advantages as compared with the random search algorithm with “memory”. The method in question is applied to the problem of beam dynamics optimization in a linear waveguide accelerator; the problem is reduced to global extremum search of quality functional in multidimensional region of control parameters variation. The algorithm quickly converges and can be successfully used in solving multidimensional optimization problems, including its combination with directed methods.
Translated title of the contributionAPPLICATION OF THE GENETIC GLOBAL SEARCH ALGORITHMIN BEAM DYNAMICS OPTIMIZATION PROBLEM
Original languageRussian
Title of host publicationVI Международная конференция «Лазерные, плазменные исследования и технологии - ЛаПлаз-2020»
Subtitle of host publicationСборник научных трудов. Ч.1
Editors Крупышева
Place of PublicationМ.
PublisherМИФИ
Pages91-92
ISBN (Electronic)978-5-7262-2655-2
StatePublished - 11 Feb 2020
EventVI Международная конференция «Лазерные, плазменные исследования и технологии» (ЛаПлаз 2020), 11 -14 февраля 2020 года, Москва, НИЯУ МИФИ - НИЯУ МИФИ, Москва, Russian Federation
Duration: 11 Feb 202011 Feb 2020
Conference number: VI
http://conf.laplas.mephi.ru/archive2020/

Conference

ConferenceVI Международная конференция «Лазерные, плазменные исследования и технологии» (ЛаПлаз 2020), 11 -14 февраля 2020 года, Москва, НИЯУ МИФИ
Abbreviated titleЛаПлаз 2020
CountryRussian Federation
CityМосква
Period11/02/2011/02/20
Internet address

Scopus subject areas

  • Physics and Astronomy(all)

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