Title :
Overtime capacity expansion in order acceptance with node based estimation of distribution algorithms
Author :
Wattanapornprom, Watcharee ; Li, Tieke ; Wattanapornprom, Warin ; Chongstitvatana, Prabhas
Author_Institution :
Dongling Sch. of Econ. & Manage., Univ. of Sci. & Technol. Beijing, Beijing, China
Abstract :
Order acceptance with overtime capacity expansion requires trading off between over and under capacity utilization in order to gain more profits. This research proposes an overtime capacity utilization order acceptance model and proposes adaptations of node based estimation of distribution algorithm to solve the order acceptance decisions in multi-process environments. The results show that node based coincidence algorithm is a potential algorithm which can maximize both profit and can maximize the capacity utilization at the same time.
Keywords :
estimation theory; profitability; distribution algorithm estimation; node based coincidence algorithm; order acceptance; overtime capacity expansion; overtime capacity utilization; profitability; Capacity planning; Genetic algorithms; Histograms; Sociology; genetic algorithm; node based coincidence algorithm; node histogram based sampling algorithm; order acceptance; overtime capacity;
Conference_Titel :
Industrial Engineering and Engineering Management (IEEM), 2014 IEEE International Conference on
DOI :
10.1109/IEEM.2014.7058665