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...

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Bibliographic Details
Published inMATEC Web of Conferences Vol. 129; p. 3015
Main Authors Chengar, Olga, Mashchenko, Elena, Zamorenova, Darya, Phedosov, Andrey
Format Journal Article Conference Proceeding
LanguageEnglish
Published Les Ulis EDP Sciences 01.01.2017
Subjects
Algorithms
Machining
Pareto optimization
Run time (computers)
Task scheduling
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Summary: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.
ISSN:2261-236X
2274-7214
2261-236X
DOI:10.1051/matecconf/201712903015