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We study a stochastic outpatient appointment scheduling problem (SOASP) in which we need to design a schedule and an adaptive rescheduling (i.e., resequencing or declining) policy for a set of patients. Each patient has a known type and associated probability distributions of random service duration and random arrival time. Finding a provably optimal solution to this problem requires solving a multistage stochastic mixed‐integer program (MSMIP) with a schedule optimization problem solved at each stage, determining the optimal rescheduling policy over the various random service durations and arrival times. In recognition that this MSMIP is intractable, we first consider a two‐stage model (TSM) that relaxes the nonanticipativity constraints of MSMIP and so yields a lower bound. Second, we derive a set of valid inequalities to strengthen and improve the solvability of the TSM formulation. Third, we obtain an upper bound for the MSMIP by solving the TSM under the feasible (and easily implementable) appointment order (AO) policy, which requires that patients are served in the order of their scheduled appointments, independent of their actual arrival times. Fourth, we propose a Monte Carlo approach to evaluate the relative gap between the MSMIP upper and lower bounds. Finally, in a series of numerical experiments, we show that these two bounds are very close in a wide range of SOASP instances, demonstrating the near‐optimality of the AO policy. We also identify parameter settings that result in a large gap in between these two bounds. Accordingly, we propose an alternative policy based on neighbor‐swapping. We demonstrate that this alternative policy leads to a much tighter upper bound and significantly shrinks the gap. 相似文献
126.
This article deals with investigating the effect of cut-outs on the natural frequencies of magneto-electro-elastic (MEE) plates incorporating finite element methods based on higher order shear deformation theory (HSDT). In order to consider the influence of cut-out, the energy of the cut-out domain is sub-tracted from the total energy of the entire plate. The governing equations of motions are derived through incorporating Hamilton's principle and the solution is obtained using condensation technique. The proposed numerical formulation is verified with the results of previously published literature as well as the numerical software. In addition, this research focuses on evaluating the effect of geometrical skewness and boundary conditions on the frequency response. The influence of cut-outs on the degree of coupling between magnetic, electric and elasticfields is also investigated. 相似文献
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提出了信号时域平均处理的新算法,解决了周期截断误差对平均结果的影响,并对测取的齿轮箱齿轮故障振动信号进行了处理。实验结果表明:该方法在齿轮故障信号的处理中能够消除背景噪声的影响,取得比较理想的效果。 相似文献
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从理论上分析了变换域数字水印嵌入和提取过程,研究了图像处理和攻击对水印产生破坏的机理,并在此基础上提出了一种基于神经网络的变换域数字水印提取算法。实验证明,该算法对各种常见攻击具有较强的鲁棒性。 相似文献
129.
李焕莉 《中国人民武装警察部队学院学报》2006,22(5):31-32
分析了烟在建筑物内部的蔓延规律,讨论了烟气的蔓延规律、气流速度、障碍物及房间高度对火灾探测系统的影响,得出研究火灾烟气蔓延规律对火灾探测系统的可靠性具有重要意义的结论。 相似文献
130.
防空导弹的新家族——反精导武器防空导弹 总被引:2,自引:2,他引:0
现代精确制导武器对敏感点目标的威胁,主要表现在高的击毁概率和多发协同攻击上,保卫点目标的反精确制导武器防空导弹必须具有多目标通道和高速率全向射击能力;必须具有高的可靠性和对精确制导武器的击爆能力,将构成防空导弹系列中的一个新家族。 相似文献