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Project Process Sequencing Based on Dependency Structure Matrix (DSM)

机译:基于依赖结构矩阵(DSM)的项目过程排序

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This paper points out that the selection of the optimization objective function for Dependency Structure Matrix (DSM) sequencing optimization should not only consider the number and distance of the feedbacks, but also should take into consideration activity's rework probabilities, costs and time. Furthermore, this paper proposes the activity's ratio of cost to time and Rework Factor matrix as the optimization parameters, and proposes Total Coordination Cost (TCC) as the optimization objective function. An improved Genetic Algorithms (GAs) is used to help optimize the project. The simulation result indicates that the feedbacks and the total project costs can be significantly reduced using TCC as optimization objective function comparing to traditional optimization methods.
机译:本文指出,依赖结构矩阵(DSM)排序优化的优化目标函数的选择不仅应考虑反馈的数量和距离,而且还应考虑活动的返工概率,成本和时间。此外,本文提出了作业时间成本比和返工因子矩阵作为优化参数,并提出了总协调成本(TCC)作为优化目标函数。改进的遗传算法(GA)用于帮助优化项目。仿真结果表明,与传统的优化方法相比,使用TCC作为优化目标函数可以显着减少反馈和项目总成本。

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