Title :
Study on PVC gloves production scheduling based on genetic algorithm
Author :
Yaoguang, Hu ; Xiangmin, Cui ; Wenqiang, Mao ; Yan, Yan
Author_Institution :
Sch. of Mech. Eng., Beijing Inst. of Technol., Beijing, China
Abstract :
In order to describe the PVC gloves production scheduling problem in the multi-varieties and small-batch production pattern which belongs to hybrid flow shop scheduling problem, this paper introduced a scheduling model with the target of minimizing the sum of earliness and tardiness costs. And genetic algorithm was used to get the optimal solution of the problem by solving the model above. Considering the particularity of PVC gloves production, the matrix encoding but not the traditional chromosome was adopted to represent production scheduling sequence in the algorithm. Finally, a case was applied to validate the effectiveness of the model and algorithm in a PVC gloves manufacturing enterprise.
Keywords :
batch processing (industrial); costing; flow shop scheduling; genetic algorithms; plastic products; polymers; PVC gloves manufacturing enterprise; PVC gloves production scheduling; earliness cost; genetic algorithm; hybrid flow shop scheduling problem; matrix encoding; production scheduling sequence; scheduling model; small-batch production pattern; tardiness cost; Genetic algorithms; Industries; Job shop scheduling; Optimal scheduling; Processor scheduling; PVC gloves production; genetic algorithm (GA); hybrid flow shop; scheduling model;
Conference_Titel :
Industrial Electronics and Applications (ICIEA), 2011 6th IEEE Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-8754-7
Electronic_ISBN :
pending
DOI :
10.1109/ICIEA.2011.5975652