Project time–cost trade-off scheduling: a hybrid optimization approach

被引:0
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作者
Hadi Mokhtari
Abdollah Aghaie
Javad Rahimi
Ashkan Mozdgir
机构
[1] K.N. Toosi University of Technology,Industrial Engineering Department
[2] Mazandaran University of Science and Technology,Industrial Engineering Department
关键词
Project scheduling; Time–cost trade-off; Hybrid approach; Cutting plane; Optimization;
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中图分类号
学科分类号
摘要
This paper develops a hybrid approach for stochastic time–cost trade-off problem (STCTP) in PERT networks of project management, where activities are subjected to linear cost functions. The main objective of proposed approach is to improve the project completion probability in a prespecified deadline from a risky value to a confident predefined probability. To this end, we construct a nonlinear mathematical program with decision variables of activity mean durations, in which the objective function is concerned with minimization of project crashing direct cost. In order to solve the constructed model, we present a hybrid approach based on cutting plane method and Monte Carlo (MC) simulation. To illustrate the process of proposed approach, the approach was coded using MATLAB 7.6.0 and two illustrative examples are discussed. The results obtained from the computational study show that the proposed algorithm is an effective approach for the STCTP.
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页码:811 / 822
页数:11
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