Analysis of quality characteristics in the multicriteria synthesis problem of the production schedule

The article considers the possibility of applying the Pareto optimization method in combination with the ant algorithm for solving the task of scheduling the loading of process equipment in a flexible production system. Quality characteristics of the obtained production schedule of the machining sec...

Full description

Bibliographic Details
Main Authors:	Chengar Olga, Mashchenko Elena, Zamorenova Darya, Phedosov Andrey
Format:	Article
Language:	English
Published:	EDP Sciences 2017-01-01
Series:	MATEC Web of Conferences
Online Access:	https://doi.org/10.1051/matecconf/201712903015

id	doaj-bd3f44710c434006b741d2f32e6769d3
record_format	Article
spelling	doaj-bd3f44710c434006b741d2f32e6769d32021-08-11T14:29:42ZengEDP SciencesMATEC Web of Conferences2261-236X2017-01-011290301510.1051/matecconf/201712903015matecconf_icmtmte2017_03015Analysis of quality characteristics in the multicriteria synthesis problem of the production scheduleChengar OlgaMashchenko ElenaZamorenova DaryaPhedosov AndreyThe article considers the possibility of applying the Pareto optimization method in combination with the ant algorithm for solving the task of scheduling the loading of process equipment in a flexible production system. Quality characteristics of the obtained production schedule of the machining section are analyzed depending on the choice of various combinations of optimization criteria. As a result of the experiments, carried out in the test case, it was found that with increasing number of criteria, the number of iterations required for a sufficiently accurate description of the Pareto boundary increases, which entails an increase in the algorithm running time, but the quality characteristics do not decrease significantly.https://doi.org/10.1051/matecconf/201712903015
collection	DOAJ
language	English
format	Article
sources	DOAJ
author	Chengar Olga Mashchenko Elena Zamorenova Darya Phedosov Andrey
spellingShingle	Chengar Olga Mashchenko Elena Zamorenova Darya Phedosov Andrey Analysis of quality characteristics in the multicriteria synthesis problem of the production schedule MATEC Web of Conferences
author_facet	Chengar Olga Mashchenko Elena Zamorenova Darya Phedosov Andrey
author_sort	Chengar Olga
title	Analysis of quality characteristics in the multicriteria synthesis problem of the production schedule
title_short	Analysis of quality characteristics in the multicriteria synthesis problem of the production schedule
title_full	Analysis of quality characteristics in the multicriteria synthesis problem of the production schedule
title_fullStr	Analysis of quality characteristics in the multicriteria synthesis problem of the production schedule
title_full_unstemmed	Analysis of quality characteristics in the multicriteria synthesis problem of the production schedule
title_sort	analysis of quality characteristics in the multicriteria synthesis problem of the production schedule
publisher	EDP Sciences
series	MATEC Web of Conferences
issn	2261-236X
publishDate	2017-01-01
description	The article considers the possibility of applying the Pareto optimization method in combination with the ant algorithm for solving the task of scheduling the loading of process equipment in a flexible production system. Quality characteristics of the obtained production schedule of the machining section are analyzed depending on the choice of various combinations of optimization criteria. As a result of the experiments, carried out in the test case, it was found that with increasing number of criteria, the number of iterations required for a sufficiently accurate description of the Pareto boundary increases, which entails an increase in the algorithm running time, but the quality characteristics do not decrease significantly.
url	https://doi.org/10.1051/matecconf/201712903015
work_keys_str_mv	AT chengarolga analysisofqualitycharacteristicsinthemulticriteriasynthesisproblemoftheproductionschedule AT mashchenkoelena analysisofqualitycharacteristicsinthemulticriteriasynthesisproblemoftheproductionschedule AT zamorenovadarya analysisofqualitycharacteristicsinthemulticriteriasynthesisproblemoftheproductionschedule AT phedosovandrey analysisofqualitycharacteristicsinthemulticriteriasynthesisproblemoftheproductionschedule
_version_	1721210865068277760

Analysis of quality characteristics in the multicriteria synthesis problem of the production schedule

Similar Items