DocumentCode
179740
Title
Application of node based estimation of distribution algorithms for solving order acceptance with capacity balancing problems by trading off between over capacity and under capacity utilization
Author
Wattanapornprom, Warin ; Tieke Li ; Wattanapornprom, Warin ; Chongstitvatana, Prabhas
Author_Institution
Dongling Sch. of Econ. & Manage., Univ. of Sci. & Technol. Beijing, Beijing, China
fYear
2014
fDate
July 30 2014-Aug. 1 2014
Firstpage
238
Lastpage
243
Abstract
Order acceptance with capacity balance problems require trading off between over and under capacity utilization in order to gain more profits. This research proposes a new over and under capacity tradeoff order acceptance model and proposes adaptations of node based estimation of distribution algorithms 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; knapsack problems; optimisation; order processing; profitability; capacity balance problems; capacity tradeoff order acceptance model; capacity utilization maximization; distribution algorithms; multiprocess environments; node based coincidence algorithm; node based estimation; order acceptance decisions; profit maximization; Capacity planning; Computer science; Genetic algorithms; Sociology; Statistics; Workstations; capacity balancing; combinatorial optimization; estimation of distribution algorithm; genetic algorithm; node based coincidence algorithm; node histogram based sampling algorithm; order acceptance;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Science and Engineering Conference (ICSEC), 2014 International
Conference_Location
Khon Kaen
Print_ISBN
978-1-4799-4965-6
Type
conf
DOI
10.1109/ICSEC.2014.6978201
Filename
6978201
Link To Document