Time-cost trade-off resource-constrained project scheduling problem with stochastic duration and time crashing

Zhe Zhang, Xuejuan Zhong
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引用次数: 3

Abstract

In this paper, time crashing is implemented to solve the limitation of buffer insertion when consider the high variability of activities and resources in resource constrained project scheduling problem (RCPSP). The activity duration and resource are considered to be beta and exponential distributed, respectively. To settle the discrete time-cost trade off problem, a nonlinear combinatorial optimisation model is developed to pursuing the time, cost and robustness of the project. Six improvement principles are proposed and three balance points are discovered according to the different situations in the time-cost trade-off process, in which the earliness bonus, tardiness penalty, instability cost and time crashing cost are involved. To minimise total budget of the project, tabu search and starting time criticality heuristic is designed as the solution method. Finally, a numerical example is presented to highlight the efficiency of proposed model and solution method.
具有随机工期和时间崩溃的时间成本权衡资源约束项目调度问题
在资源约束型项目调度问题(RCPSP)中,考虑到活动和资源的高度可变性,采用时间崩溃的方法解决缓冲区插入的限制。活动持续时间和资源分别被认为是贝塔分布和指数分布。为了解决离散的时间-成本权衡问题,建立了一个非线性组合优化模型,以追求项目的时间、成本和鲁棒性。提出了6条改进原则,并根据时间成本权衡过程中的不同情况发现了3个平衡点,其中涉及到提前奖励、延迟惩罚、不稳定成本和时间崩溃成本。为使工程总预算最小化,设计了禁忌搜索和启动时间临界启发式求解方法。最后,通过数值算例验证了所提模型和求解方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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