Evolutionary computation and genetic algorithms for designing the optimal mine haul road pavements

An overview of the software for designing flexible road pavements used in the USA, European countries and the Russian Federation is given, conceptual and mathematical models for designing flexible road pavements with the minimum cost per a linear meter are presented, the application of evolutionary...

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Autores principales:	Tailakova Anna, Pimonov Alexander, Mahambayev Daulet
Formato:	article
Lenguaje:	EN FR
Publicado:	EDP Sciences 2021
Materias:	Environmental sciences GE1-350
Acceso en línea:	https://doaj.org/article/17887e805ff947e385c44201c870d918
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id	oai:doaj.org-article:17887e805ff947e385c44201c870d918
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spelling	oai:doaj.org-article:17887e805ff947e385c44201c870d9182021-11-08T15:19:21ZEvolutionary computation and genetic algorithms for designing the optimal mine haul road pavements2267-124210.1051/e3sconf/202131503012https://doaj.org/article/17887e805ff947e385c44201c870d9182021-01-01T00:00:00Zhttps://www.e3s-conferences.org/articles/e3sconf/pdf/2021/91/e3sconf_iims2021_03012.pdfhttps://doaj.org/toc/2267-1242An overview of the software for designing flexible road pavements used in the USA, European countries and the Russian Federation is given, conceptual and mathematical models for designing flexible road pavements with the minimum cost per a linear meter are presented, the application of evolutionary algorithms in combination with exhaustive search and parallel computing is substantiated, the developed hybrid genetic algorithm for the optimization of flexible road pavement designs in terms of value of materials of layers is described, the results of a simulation experiment performed using the software developed within the framework of the study are presented in the article. It is proposed to use the developed software and algorithms for designing the optimal haul road pavements in terms of material cost.Tailakova AnnaPimonov AlexanderMahambayev DauletEDP SciencesarticleEnvironmental sciencesGE1-350ENFRE3S Web of Conferences, Vol 315, p 03012 (2021)
institution	DOAJ
collection	DOAJ
language	EN FR
topic	Environmental sciences GE1-350
spellingShingle	Environmental sciences GE1-350 Tailakova Anna Pimonov Alexander Mahambayev Daulet Evolutionary computation and genetic algorithms for designing the optimal mine haul road pavements
description	An overview of the software for designing flexible road pavements used in the USA, European countries and the Russian Federation is given, conceptual and mathematical models for designing flexible road pavements with the minimum cost per a linear meter are presented, the application of evolutionary algorithms in combination with exhaustive search and parallel computing is substantiated, the developed hybrid genetic algorithm for the optimization of flexible road pavement designs in terms of value of materials of layers is described, the results of a simulation experiment performed using the software developed within the framework of the study are presented in the article. It is proposed to use the developed software and algorithms for designing the optimal haul road pavements in terms of material cost.
format	article
author	Tailakova Anna Pimonov Alexander Mahambayev Daulet
author_facet	Tailakova Anna Pimonov Alexander Mahambayev Daulet
author_sort	Tailakova Anna
title	Evolutionary computation and genetic algorithms for designing the optimal mine haul road pavements
title_short	Evolutionary computation and genetic algorithms for designing the optimal mine haul road pavements
title_full	Evolutionary computation and genetic algorithms for designing the optimal mine haul road pavements
title_fullStr	Evolutionary computation and genetic algorithms for designing the optimal mine haul road pavements
title_full_unstemmed	Evolutionary computation and genetic algorithms for designing the optimal mine haul road pavements
title_sort	evolutionary computation and genetic algorithms for designing the optimal mine haul road pavements
publisher	EDP Sciences
publishDate	2021
url	https://doaj.org/article/17887e805ff947e385c44201c870d918
work_keys_str_mv	AT tailakovaanna evolutionarycomputationandgeneticalgorithmsfordesigningtheoptimalminehaulroadpavements AT pimonovalexander evolutionarycomputationandgeneticalgorithmsfordesigningtheoptimalminehaulroadpavements AT mahambayevdaulet evolutionarycomputationandgeneticalgorithmsfordesigningtheoptimalminehaulroadpavements
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Evolutionary computation and genetic algorithms for designing the optimal mine haul road pavements

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