TY - GEN
T1 - Decision support system for work flow management
AU - Lu, Weizhuo
AU - Wang, Yaowu
AU - Yao, Bing
PY - 2007
Y1 - 2007
N2 - There is a great potential to improve the flow of resources through locations on construction sites, termed work flow. This study presents a decision support system for work flow management that can assist decision makers to search for the most effective and reliable work flow scheduling and resource utilization plan. Employing eXtensible Markup Language (XML) for date exchange standard, the proposed system consists of two modules:(1) optimization module; and (2) simulation analysis and visualization module. Optimization module solves time-cost trade off problem using multi-objective genetic algorithms with logic relationships, availability of resource and work flow continuity constraints; simulation analysis and visualization module applies Monte-Carlo simulation to handle uncertainty and variability of task duration, and 4D-CAD technology to visualize work flow conditions and possible time-space conflicts. Application instance shows the proposed system can improve the process of construction and the feasibility of schedule.
AB - There is a great potential to improve the flow of resources through locations on construction sites, termed work flow. This study presents a decision support system for work flow management that can assist decision makers to search for the most effective and reliable work flow scheduling and resource utilization plan. Employing eXtensible Markup Language (XML) for date exchange standard, the proposed system consists of two modules:(1) optimization module; and (2) simulation analysis and visualization module. Optimization module solves time-cost trade off problem using multi-objective genetic algorithms with logic relationships, availability of resource and work flow continuity constraints; simulation analysis and visualization module applies Monte-Carlo simulation to handle uncertainty and variability of task duration, and 4D-CAD technology to visualize work flow conditions and possible time-space conflicts. Application instance shows the proposed system can improve the process of construction and the feasibility of schedule.
UR - https://www.scopus.com/pages/publications/49049094217
U2 - 10.1109/ICCIT.2007.4420388
DO - 10.1109/ICCIT.2007.4420388
M3 - 会议稿件
AN - SCOPUS:49049094217
SN - 0769530389
SN - 9780769530383
T3 - 2007 International Conference on Convergence Information Technology, ICCIT 2007
SP - 990
EP - 996
BT - 2007 International Conference on Convergence Information Technology, ICCIT 2007
T2 - 2nd International Conference on Convergent Information Technology, ICCIT 07
Y2 - 21 November 2007 through 23 November 2007
ER -