Title :
Modeling Time-Cost Trade-Off Problem with Fuzzy Activity Duration Times
Author :
Ma, Weimin ; Ke, Hua
Author_Institution :
Sch. of Econ. & Manage., Tongji Univ., Shanghai, China
Abstract :
The time-cost trade-off problem is a type of the project scheduling problem which studies how to modify project activities so as to achieve the trade-off between the project cost and the completion time. In real projects, the trade-off between project cost and project completion time, and the uncertainty of the environment are both considerable aspects for decision-makers. In this paper, an expected value model for the fuzzy time-cost trade-off problem is proposed, in which credibility theory is applied to describe the uncertainty of activity duration times. A searching method as a hybrid intelligent algorithm integrating fuzzy simulation and genetic algorithm is produced to search the optimal schedules.
Keywords :
decision making; fuzzy set theory; genetic algorithms; project management; scheduling; decision-makers; fuzzy activity duration times; fuzzy time-cost trade-off problem; genetic algorithm; hybrid intelligent algorithm; project completion time; project scheduling problem; Conference management; Costs; Environmental economics; Genetic algorithms; Optimal scheduling; Project management; Resource management; Stochastic processes; Technology management; Uncertainty;
Conference_Titel :
Cooperation and Promotion of Information Resources in Science and Technology, 2009. COINFO '09. Fourth International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-0-7695-3898-3
DOI :
10.1109/COINFO.2009.44