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Разработка интервальных метаэвристических методов минимизации для поиска оптимального программного управления

Разработка интервальных метаэвристических методов минимизации для поиска оптимального программного управления

Abstract

We propose metaheuristic interval methods of global constrained optimization and their software implementation. Three methods are considered: average path ending, stochastic grid and interval scatter search. The methods are applied to the problem of optimal program control of nonlinear deterministic discrete and continuous systems. The solution of the applied problem of 3-dimensional interception and a brief comparative analysis of the effectiveness are given.

Разработаны алгоритмическое и программное обеспечение метаэвристических интервальных методов глобальной условной оптимизации (усредненных концов путей, стохастической сетки, разбросанного поиска) и методика их применения для решения задачи поиска оптимального программного управления нелинейными детерминированными системами. Приведено решение прикладной задачи трехмерного сближения с маневрирующим объектом, проведен сравнительный анализ эффективности.

Keywords

ИНТЕРВАЛЬНЫЕ МЕТОДЫ,МЕТАЭВРИСТИЧЕСКИЕ МЕТОДЫ,ГЛОБАЛЬНАЯ УСЛОВНАЯ ОПТИМИЗАЦИЯ,ОПТИМАЛЬНОЕ УПРАВЛЕНИЕ,INTERVAL METHODS,METAHEURISTIC,GLOBAL CONSTRAINED OPTIMIZATION,OPTIMAL CONTROL

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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