Title :
Application of estimation of distribution algorithms for solving order acceptance with weighted tardiness problems
Author :
Wattanapornprom, Warin ; Tieke Li ; Wattanapornprom, Warin ; Chongstitvatana, Prabhas
Author_Institution :
Dongling Sch. of Econ. & Manage., Univ. of Sci. & Technol. Beijing, Beijing, China
Abstract :
Over the past decade the strategic importance of order acceptance has been widely recognized in practice. This research studies the adaptation of estimation of distribution algorithm to solve the order acceptance decisions when capacity is limited. The results show that the four new estimation of distribution algorithms are all better than the genetic algorithm with local search.
Keywords :
estimation theory; order processing; distribution algorithm; estimation adaptation; order acceptance; order acceptance decisions; weighted tardiness problems; Estimation; Evolutionary computation; Genetic algorithms; Histograms; Learning systems; Sociology; Order acceptance; combinatorial optimization; estimation of distribution algorithm; genetic algorithm;
Conference_Titel :
Industrial Engineering and Engineering Management (IEEM), 2013 IEEE International Conference on
Conference_Location :
Bangkok
DOI :
10.1109/IEEM.2013.6962671
