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Journal of Mathematics Mechanics and Computer Science
Article . 2018 . Peer-reviewed
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Алгоритмические модели поведения человека и стохастическая оптимизация

Authors: M. A. Bektemessov; A. V. Gasnikov; А. А. Lagunskaya А; Zh. M. Ordabayeva;

Алгоритмические модели поведения человека и стохастическая оптимизация

Abstract

В статье исследуется параллелизация вычислений при решении задач стохастической опти-мизации; рассматривается приложение полученных здесь результатов к поиску равновесногораспределения потоков по путям; исследуется зависимость скорости сходимости оптималь-ных алгоритмов в задачах стохастической безградиентной оптимизации, в зависимости отчисла обращений к оракулу за реализацией функции на каждой итерации. Отличительнаяособенность данной статьи – демонстрация полученных результатов наглядными примерами.

Keywords

безградиентные методы, Electronic computers. Computer science, стохастический зеркальный спуск, поиск равновесия в транспортных сетях, TJ1-1570, Mechanical engineering and machinery, QA75.5-76.95

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
gold