DocumentCode :
3364087
Title :
Research on coating production scheduling based on improved ant colony algorithm
Author :
Zhuo, Chen ; Jie, Zhang ; You-xin, Meng
Author_Institution :
Coll. of Inf. Sci. & Technol., Qingdao Univ. of Sci. & Technol., Qingdao, China
fYear :
2010
fDate :
26-28 June 2010
Firstpage :
2955
Lastpage :
2958
Abstract :
The production of small and medium-sized coating enterprises has the characteristics of small batch, multi-type and higher flexibility, and its scheduling problem has great complexity, so traditional methods are hard to achieve the ideal effect. How to establish the reasonable production scheduling model, find out efficient scheduling algorithm, to raise the production efficiency and the utilization rate of resources, becomes a burning question. This paper considers the general constraints of production scheduling and the characteristic of coating production-the placed time of semi-finished can not be too long. The paper puts the placed time of semi-finished into probability selection formula, and uses the improved Ant Colony Algorithm to solve coating production scheduling problem. In simulation test, the machines have higher utilization rate, and it indicates that the algorithm is effective.
Keywords :
chemical industry; coatings; optimisation; production control; scheduling; small-to-medium enterprises; coating production scheduling problem; improved ant colony algorithm; medium-sized coating enterprises; probability selection formula; small sized coating enterprises; Application software; Coatings; Computer aided manufacturing; Educational institutions; Information science; Job shop scheduling; Paper technology; Processor scheduling; Production; Scheduling algorithm; ant colony algorithm; batch chemical process; coating production scheduling; the placed time of semi-finished;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Mechanic Automation and Control Engineering (MACE), 2010 International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-7737-1
Type :
conf
DOI :
10.1109/MACE.2010.5536497
Filename :
5536497
Link To Document :
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