| Issue |
MATEC Web Conf.
Volume 129, 2017
International Conference on Modern Trends in Manufacturing Technologies and Equipment (ICMTMTE 2017)
|
|
|---|---|---|
| Article Number | 03015 | |
| Number of page(s) | 5 | |
| Section | Modelling of Technical Systems. CAD/CAM/CAE Systems | |
| DOI | https://doi.org/10.1051/matecconf/201712903015 | |
| Published online | 07 November 2017 | |
Analysis of quality characteristics in the multicriteria synthesis problem of the production schedule
1
Sevastopol State University, Department of Information Technologies and Computer Systems, 299053, University Str., Sevastopol, Russian Federation
2
Sevastopol State University, Department of Instrument Systems and Automation of Technological Processes, 299053, University Str., Sevastopol, Russian Federation
3
Federal state owned military educational institution of the Higher professional Education “the black sea higher navy order of the red star academy by P.S.Nakhimov”, 299028, Dybenko Str., Sevastopol, Russian Federation
* Corresponding author: OVChengar@sevsu.ru
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.
© The Authors, published by EDP Sciences, 2017
This is an Open Access article distributed under the terms of the Creative Commons Attribution License 4.0, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. (http://creativecommons.org/licenses/by/4.0/).
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