Production scheduling with ant colony optimization

Autor:	D. V. Kapulin, T. N. Yamskikh, A S Chernigovskiy, R Yu Tsarev, E E Noskova
Rok vydání:	2017
Předmět:	Mathematical optimization Time frame Optimization problem Computer science Ant colony optimization algorithms Production control Algorithmic efficiency Production schedule Scheduling (production processes) Production (economics)
Zdroj:	IOP Conference Series: Earth and Environmental Science. 87:062002
ISSN:	1755-1315 1755-1307
DOI:	10.1088/1755-1315/87/6/062002
Popis:	The optimum solution of the production scheduling problem for manufacturing processes at an enterprise is crucial as it allows one to obtain the required amount of production within a specified time frame. Optimum production schedule can be found using a variety of optimization algorithms or scheduling algorithms. Ant colony optimization is one of well-known techniques to solve the global multi-objective optimization problem. In the article, the authors present a solution of the production scheduling problem by means of an ant colony optimization algorithm. A case study of the algorithm efficiency estimated against some others production scheduling algorithms is presented. Advantages of the ant colony optimization algorithm and its beneficial effect on the manufacturing process are provided.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::aba45112d050d303b7b4a7d8034401e9 https://doi.org/10.1088/1755-1315/87/6/062002 Zobrazit plný text záznamu