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The Risk Management Decision Model of the Construction Project Duration and Adaptive Genetic Algorithm

机译:建设项目工期风险管理决策模型与自适应遗传算法

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The scientific technology of decision-making can be used in the choice of construct plan and make sure of the cost, quantity and schedule. But in the process of carry it out, the change of design; the problem of material supply, the variety of natural condition etc are ineluctable. They make the actual plan is not accord with the optimum plan in te case of recreate of some working procedure or indetermination duration of some constructions section. According to the characteristics of the process of the construction project, the risk management decision model of the construction project is presented. Some essential risk factors of the project duration such as activity overlapping, activity iterations, uncertain activity durations and non-consumable resource amount are integrated into the decision model. There are some random variables in the model and the relationship of input and output variables only can be got after the simulation. Considering the characteristics of the model, a simulation optimization method based on adaptive genetic algorithm is proposed. A case study shows that the algorithm is beneficial.
机译:决策科学技术可用于施工方案的选择,并确保成本,数量和进度。但是在执行过程中,设计发生了变化;材料供应,自然条件的多样性等问题是不可避免的。在某些工作程序的重新创建或某些工段的不确定期限的情况下,它们使实际计划与最佳计划不符。根据建设项目过程的特点,提出了建设项目风险管理决策模型。项目持续时间的一些基本风险因素,如活动重叠,活动迭代,不确定的活动持续时间和非消耗性的资源数量,都集成到了决策模型中。模型中存在一些随机变量,只有在仿真后才能获得输入和输出变量之间的关系。针对模型的特点,提出了一种基于自适应遗传算法的仿真优化方法。实例研究表明该算法是有益的。

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