Pareto optimization using the method of ant colony

Pareto optimization using the method of ant colony

The article deals with the development of an effective mathematical and algorithmic apparatus for solving multicriteria problems of optimizing scheduling in engineering using the Pareto principle. The proposed algorithm uses the instrumental capabilities of the ant colony method, which makes it poss...

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Main Authors: Chengar Olga, Savkova Elena, Vladimirova Elena, Sapozhnikov Nikolay
Format: Article
Language:English
Published: EDP Sciences 2017-01-01
Series:MATEC Web of Conferences
Online Access:https://doi.org/10.1051/matecconf/201712903013
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spelling doaj-a6e3e4d89a7a4b73a02f16d3a0e1c91b2021-08-11T14:29:42ZengEDP SciencesMATEC Web of Conferences2261-236X2017-01-011290301310.1051/matecconf/201712903013matecconf_icmtmte2017_03013Pareto optimization using the method of ant colonyChengar OlgaSavkova ElenaVladimirova ElenaSapozhnikov NikolayThe article deals with the development of an effective mathematical and algorithmic apparatus for solving multicriteria problems of optimizing scheduling in engineering using the Pareto principle. The proposed algorithm uses the instrumental capabilities of the ant colony method, which makes it possible to obtain the solution closest to the “preferred” point of the criteria space that is given by the user. The variant of forming the objective function as a weighted sum of separate criteria is considered.https://doi.org/10.1051/matecconf/201712903013
collection DOAJ
language English
format Article
sources DOAJ
author Chengar Olga
Savkova Elena
Vladimirova Elena
Sapozhnikov Nikolay
spellingShingle Chengar Olga
Savkova Elena
Vladimirova Elena
Sapozhnikov Nikolay
Pareto optimization using the method of ant colony
MATEC Web of Conferences
author_facet Chengar Olga
Savkova Elena
Vladimirova Elena
Sapozhnikov Nikolay
author_sort Chengar Olga
title Pareto optimization using the method of ant colony
title_short Pareto optimization using the method of ant colony
title_full Pareto optimization using the method of ant colony
title_fullStr Pareto optimization using the method of ant colony
title_full_unstemmed Pareto optimization using the method of ant colony
title_sort pareto optimization using the method of ant colony
publisher EDP Sciences
series MATEC Web of Conferences
issn 2261-236X
publishDate 2017-01-01
description The article deals with the development of an effective mathematical and algorithmic apparatus for solving multicriteria problems of optimizing scheduling in engineering using the Pareto principle. The proposed algorithm uses the instrumental capabilities of the ant colony method, which makes it possible to obtain the solution closest to the “preferred” point of the criteria space that is given by the user. The variant of forming the objective function as a weighted sum of separate criteria is considered.
url https://doi.org/10.1051/matecconf/201712903013
work_keys_str_mv AT chengarolga paretooptimizationusingthemethodofantcolony
AT savkovaelena paretooptimizationusingthemethodofantcolony
AT vladimirovaelena paretooptimizationusingthemethodofantcolony
AT sapozhnikovnikolay paretooptimizationusingthemethodofantcolony
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