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Analysis of dual tandem queues with a finite buffer capacity and non-overlapping service times and subject to breakdowns 有限缓冲容量、服务时间不重叠且易发生故障的双串联队列分析
Pub Date : 2015-06-22 DOI: 10.1080/0740817X.2015.1055389
Kan Wu, Ning Zhao
Tandem queues with a finite buffer capacity are the common structures embedded in practical production systems. We study the properties of tandem queues with a finite buffer capacity and non-overlapping service times subject to time-based preemptive breakdowns. Different from prior aggregation and decomposition approaches, we view a tandem queue as an integrated system and develop an innovative approach to analyze the performance of a dual tandem queue through the insight from Friedman's reduction method. We show that the system capacity of a dual tandem queue with a finite buffer and breakdowns can be less than its bottleneck-sees-initial-arrivals system due to the existence of virtual interruptions. Furthermore, the virtual interruptions depend on job arrival rates in general. Approximate models are derived using priority queues and the concept of virtual interruptions.
具有有限缓冲容量的串联队列是实际生产系统中常见的嵌入式结构。研究了具有有限缓冲容量和服务时间不重叠的串列队列在基于时间的抢占故障下的性质。与先前的聚合和分解方法不同,我们将串联队列视为一个集成系统,并通过Friedman的约简方法开发了一种创新的方法来分析双串联队列的性能。我们证明了由于虚拟中断的存在,具有有限缓冲和故障的双串联队列的系统容量可以小于其瓶颈-初始到达系统。此外,虚拟中断通常取决于作业到达率。利用优先级队列和虚拟中断的概念推导了近似模型。
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引用次数: 15
A symmetric capacity-constrained differentiated oligopoly model for the United States pediatric vaccine market with linear demand 具有线性需求的美国儿童疫苗市场的对称容量约束差异化寡头垄断模型
Pub Date : 2015-06-19 DOI: 10.1080/0740817X.2015.1009759
Banafsheh Behzad, S. Jacobson, M. Robbins
The United States pediatric vaccine market is examined using Bertrand–Edgeworth–Chamberlin price competition. The proposed game captures interactions between symmetric, capacity-constrained manufacturers in a differentiated, single-product market with linear demand. Results indicate that a unique pure strategy equilibrium exists in the case where the capacities of the manufacturers are at their extreme. For the capacity region where no pure strategy equilibrium exists, there exists a mixed strategy equilibrium where the distribution function, its support, and the expected profit of the manufacturers are characterized. Three game instances are introduced to model the United States pediatric vaccine market. In each instance, the manufacturers are assumed to have equal capacity in producing vaccines. Vaccines are differentiated based upon the number of reported adverse medical events for that vaccine. Using a game-theoretic model, equilibrium prices are computed for each monovalent vaccine. Results indicate that the equilibrium prices for monovalent vaccines are lower than the federal contract prices. The numerical results provide both a lower and upper bound for the vaccine equilibrium prices in the public sector, based on the capacity of the vaccine manufacturers. Results illustrate the importance of several model parameters such as market demand and vaccine adverse events on the equilibrium prices. Supplementary materials are available for this article. Go to the publisher’s online edition of IIE Transactions for datasets, additional tables, detailed proofs, etc.
使用Bertrand-Edgeworth-Chamberlin价格竞争对美国儿科疫苗市场进行了检查。所提出的博弈捕获了在一个具有线性需求的差异化单一产品市场中对称的、产能受限的制造商之间的相互作用。结果表明,当制造商的生产能力达到极限时,存在唯一的纯战略均衡。对于不存在纯战略均衡的产能区域,存在一个混合战略均衡,该混合战略均衡具有分布函数及其支持度和制造商期望利润的特征。介绍了三个游戏实例来模拟美国儿科疫苗市场。在每种情况下,假定制造商具有同等的疫苗生产能力。根据疫苗所报告的不良医疗事件的数量对疫苗进行区分。利用博弈论模型,计算了每种单价疫苗的均衡价格。结果表明,单价疫苗的均衡价格低于联邦合同价格。数值结果根据疫苗制造商的能力,提供了公共部门疫苗均衡价格的下限和上限。结果说明了市场需求和疫苗不良事件等模型参数对均衡价格的重要性。本文有补充材料。请访问出版商的在线版IIE Transactions获取数据集、附加表、详细证明等。
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引用次数: 9
Algorithms for optimizing the placement of stationary monitors 优化固定监视器放置的算法
Pub Date : 2015-06-03 DOI: 10.1080/0740817X.2014.953646
Andrew Romich, Guanghui Lan, J. C. Smith
This article examines the problem of placing stationary monitors in a continuous space, with the goal of minimizing an adversary’s maximum probability of traversing an origin–destination route without being detected. The problem arises, for instance, in defending against the transport of illicit material through some area of interest. In particular, we consider the deployment of monitors whose probability of detecting an intruder is a function of the distance between the monitor and the intruder. Under the assumption that the detection probabilities are mutually independent, a two-stage mixed-integer nonlinear programming formulation is constructed for the problem. An algorithm is provided that optimally locates monitors in a continuous space. Then, this problem is examined for the case where the monitor locations are restricted to two different discretized subsets of continuous space. The analysis provides optimization algorithms for each case and derives bounds on the worst-case optimality gap between the restrictions and the initial (continuous-space) problem. Empirically, it is shown that discretized solutions can be obtained whose worst-case and actual optimality gaps are well within practical limits.
本文研究了在连续空间中放置固定监视器的问题,其目标是最小化对手在不被发现的情况下穿越起点-目的地路线的最大概率。例如,在防范通过某些有关领域运输非法材料方面就出现了问题。特别地,我们考虑了监视器的部署,其检测到入侵者的概率是监视器与入侵者之间距离的函数。在检测概率相互独立的假设下,构造了该问题的两阶段混合整数非线性规划公式。提供了一种在连续空间中最优定位监视器的算法。然后,研究了监测位置被限制在连续空间的两个不同离散子集上的情况。分析提供了每种情况下的优化算法,并推导了约束与初始(连续空间)问题之间的最坏情况最优性差距的界限。经验表明,可以得到离散解,其最坏情况和实际最优性差距都在实际范围内。
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引用次数: 5
Improving the accuracy of airport emissions inventories using disparate datasets 使用不同的数据集提高机场排放清单的准确性
Pub Date : 2015-06-03 DOI: 10.1080/0740817X.2014.938845
L. Sherry
Environmental regulations require airports to report air quality emissions inventories (i.e., tons emitted) for aircraft emissions such as carbon oxides (COx) and nitrogen oxides (NOx). Traditional methods for emission inventory calculations yield over-estimated inventories due an assumption of the use of maximum takeoff thrust settings for all departures. To reduce costs, airlines use “reduced” thrust settings (such as derated or flex temperature thrust settings) that can be up to 25% lower than the maximum takeoff thrust setting. Thrust data for each flight operation are not readily available to those responsible for the emission inventory. This article describes an approach to estimate the actual takeoff thrust for each flight operation using algorithms that combine radar surveillance track data, weather data, and standardized aircraft performance models. A case study for flights from Chicago's O’Hare airport exhibited an average takeoff thrust of 86% of maximum takeoff thrust (within 4% of the average for actual takeoff thrust settings). The implications and limitations of this method are discussed.
环境法规要求机场报告飞机排放的碳氧化物(COx)和氮氧化物(NOx)等空气质量排放清单(即排放的吨)。传统的排放清单计算方法由于假设所有起飞都使用最大起飞推力设置而导致库存估计过高。为了降低成本,航空公司使用“减少”推力设置(如降额或柔性温度推力设置),其推力设置可以比最大起飞推力设置低25%。对于负责发射清单的人员来说,每次飞行操作的推力数据并不容易获得。本文描述了一种估算每次飞行操作实际起飞推力的方法,该方法使用了结合雷达监视跟踪数据、天气数据和标准化飞机性能模型的算法。从芝加哥奥黑尔机场起飞的航班的案例研究显示,平均起飞推力为最大起飞推力的86%(在实际起飞推力平均值的4%以内)。讨论了该方法的意义和局限性。
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引用次数: 13
Approximations to optimal sequences in single-gripper and dual-gripper robotic cells with circular layouts 圆形布局单爪和双爪机器人单元中最优序列的逼近
Pub Date : 2015-06-03 DOI: 10.1080/0740817X.2014.937019
Kyung Sung Jung, H. N. Geismar, Michael Pinedo, C. Sriskandarajah
This article considers the problems of scheduling operations in single-gripper and dual-gripper bufferless robotic cells in which the arrangement of machines is circular. The cells are designed to produce identical parts under the free-pickup criterion with additive intermachine travel time. The objective is to find a cyclic sequence of robot moves that minimizes the long-run average time required to produce a part or, equivalently, that maximizes the throughput. Obtaining an efficient algorithm for an approximation to an optimal k-unit cyclic solution (over all k ≥ 1) is the focus of this article. The proposed algorithms introduce a new class of schedules, which are refered to as epi-cyclic cycles. A polynomial algorithm with a 5/3-approximation to an optimal k-unit cycle over all cells is developed. The performed structural analysis for dual-gripper cells leads to a polynomial-time algorithm that provides at worst a 3/2-approximation for the practically relevant case in which the dual-gripper switch time is less than twice the intermachine robot movement time. A computational study demonstrates that the algorithm performs much better on average than this worst-case bound suggests. The performed theoretical studies are a stepping stone for researching the complexity status of the corresponding domain. They also provide theoretical as well as practical insights that are useful in maximizing productivity of any cell configuration with either type of robot.
研究了单爪和双爪无缓冲机器人单元中机器为圆形排列的调度问题。这些单元被设计成在具有附加的机间行程时间的自由取件准则下生产相同的零件。目标是找到一个循环的机器人运动序列,使生产一个零件所需的长期平均时间最小化,或者说,使吞吐量最大化。获得一种有效的算法来逼近最优k-单位循环解(所有k≥1)是本文的重点。提出的算法引入了一类新的调度,称为外循环循环。提出了一种多项式算法,该算法对所有单元的最优k-单位周期具有5/3近似。对双夹持器单元进行的结构分析导致了一个多项式时间算法,该算法为实际相关情况提供了最坏的3/2近似,其中双夹持器切换时间小于机器间机器人运动时间的两倍。一项计算研究表明,该算法的平均性能比最坏情况界所建议的要好得多。所进行的理论研究为研究相应领域的复杂性状况奠定了基础。他们还提供了理论和实践的见解,有助于最大限度地提高任何细胞配置与任一类型的机器人的生产力。
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引用次数: 10
On the value of terrorist’s private information in a government’s defensive resource allocation problem 论恐怖分子私人信息在政府防卫资源配置中的价值
Pub Date : 2015-06-03 DOI: 10.1080/0740817X.2014.938844
M. E. Nikoofal, M. Gümüş
The ability to understand and predict the sequence of events leading to a terrorist attack is one of the main issues in developing pre-emptive defense strategies for homeland security. This article, explores the value of terrorist’s private information on a government’s defense allocation decision. In particular, two settings with different informational structures are considered. In the first setting, the government knows the terrorist’s target preference but does not know whether the terrorist is fully rational in his target selection decision. In the second setting, the government knows the degree of rationality of the terrorist but does not know the terrorist’s target preference. The government’s equilibrium budget allocation strategy for each setting is fully characterized and it is shown that the government makes resource allocation decisions by comparing her valuation for each target with a set of thresholds. The Value Of Information (VOI) from the perspective of the government for each setting is derived. The obtained results show that VOI mainly depends on the government’s budget and the degree of heterogeneity among the targets. In general, VOI goes to zero when the government’s budget is high enough. However, the impact of heterogeneity among the targets on VOI further depends on whether the terrorist’s target preference matches those of the government’s or not. Finally, various extensions on the baseline model are performed and it is shown that the structural properties of budget allocation equilibrium still hold true.
理解和预测导致恐怖袭击的事件顺序的能力是制定国土安全先发制人防御战略的主要问题之一。本文探讨了恐怖分子私人信息对政府国防配置决策的价值。特别地,考虑了两种具有不同信息结构的设置。在第一种情况下,政府知道恐怖分子的目标偏好,但不知道恐怖分子的目标选择决策是否完全理性。在第二种情况下,政府知道恐怖分子的理性程度,但不知道恐怖分子的目标偏好。充分表征了政府在每种情况下的均衡预算分配策略,并表明政府通过将其对每个目标的估值与一组阈值进行比较来进行资源配置决策。从政府的角度出发,推导出了每一种情况下的信息价值。研究结果表明,政府的投资价值主要取决于政府预算和目标间的异质性程度。一般来说,当政府的预算足够高时,VOI就会趋于零。然而,目标的异质性对VOI的影响还取决于恐怖分子的目标偏好与政府的目标偏好是否匹配。最后,对基线模型进行了各种扩展,结果表明预算分配均衡的结构性质仍然成立。
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引用次数: 11
VAMP1RE: a single criterion for rating and ranking confidence-interval procedures VAMP1RE:对置信区间程序进行评级和排序的单一标准
Pub Date : 2015-05-15 DOI: 10.1080/0740817X.2015.1047068
Yingchieh Yeh, B. Schmeiser
We propose VAMP1RE, a single criterion for rating and ranking confidence-interval procedures (CIPs) that use a fixed sample size. The quality of a CIP is traditionally thought to be many dimensional, typically composed of the probability of covering the unknown performance measure and the mean (and sometimes the standard deviation) of interval width, each of these over some set of nominal coverage probabilities. These many criteria reflect symptoms, rather than causes, of CIP quality. The VAMP1RE criterion focuses on two causes: departure from validity—violation of assumptions—and inability to mimic—the dissimilarity, for every data set, of a CIP’s interval to that of an ideal CIP. The ideal CIP is both valid (that is, adheres to all assumptions) and is an agreed-upon standard; possibly the ideal CIP is allowed knowledge not available to the real-world CIPs of interest. A high inability to mimic the ideal CIP implies that a CIP uses data inefficiently. For a given CIP, the VAMP1RE criterion is the expected squared difference between Schruben’s coverage values (analogous to p values) arising from the given CIP and from the ideal CIP. The implication is that an interval arising from a particular data set is good not because it is large or small but, rather, it is good to the extent that it is similar to the interval provided by the ideal CIP. We discuss the relationship to Schruben’s coverage function, provide a graphical interpretation, decompose the VAMP1RE criterion into the two cause components, and provide examples to illustrate that the VAMP1RE criterion provides numerical values that are useful for rating and ranking CIPs.
我们提出VAMP1RE,这是使用固定样本量对置信区间程序(cip)进行评级和排名的单一标准。传统上,CIP的质量被认为是多维的,通常由覆盖未知性能度量的概率和间隔宽度的平均值(有时是标准偏差)组成,其中每一个都在一组名义覆盖概率上。这些标准反映的是CIP质量的症状,而不是原因。VAMP1RE标准侧重于两个原因:偏离有效性-违反假设-无法模仿-对于每个数据集,CIP的间隔与理想CIP的间隔不同。理想的CIP是有效的(也就是说,坚持所有的假设),并且是一个商定的标准;可能理想的CIP是允许知识不提供给现实世界的CIP感兴趣。高度不能模拟理想的CIP意味着CIP不能有效地使用数据。对于给定的CIP, VAMP1RE准则是由给定CIP和理想CIP产生的Schruben覆盖值(类似于p值)之间的预期平方差。这意味着,由特定数据集产生的区间是好的,不是因为它大或小,而是因为它与理想CIP提供的区间相似。我们讨论了与Schruben覆盖函数的关系,提供了一个图形化的解释,将VAMP1RE标准分解为两个原因组件,并提供示例来说明VAMP1RE标准提供了对cip评级和排名有用的数值。
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引用次数: 3
Simulation-based optimization for surgery appointment scheduling of multiple operating rooms 基于仿真的多手术室手术预约调度优化
Pub Date : 2015-05-13 DOI: 10.1080/0740817X.2014.999900
Zheng Zhang, Xiaolan Xie
This study is devoted to the appointment scheduling (AS) for a sequence of surgeries with random durations served by multiple operating rooms (Multi-OR). Surgeries are assigned to ORs dynamically on a first-come, first-serve (FCFS) basis. It materially differs from past literature in the sense that dynamic assignments are proactively anticipated in the determination of appointment times. A discrete-event framework is proposed to model the execution of the surgery schedule and to evaluate the sample path gradient of a total cost incurred by surgeon waiting, OR idling, and OR overtime. The sample path cost function is shown to be unimodal, Lipchitz-continuous, and differentiable w.p.1 and the expected cost function continuously differentiable. A stochastic approximation algorithm based on unbiased gradient estimators is proposed and extensive numerical experiments suggest that it converges to a global optimum. A series of numerical experiments is performed to show the significant benefits of the Multi-OR setting and properties of the optimal solution with respect to various system parameters such as cost structure and numbers of surgeries and ORs.
本研究旨在探讨多间手术室(Multi-OR)随机持续时间序列手术的预约调度问题。手术在先到先得(FCFS)的基础上动态分配给手术室。它与过去的文献在某种意义上有实质性的不同,即动态分配是在确定约会时间时主动预期的。提出了一个离散事件框架来模拟手术计划的执行,并评估外科医生等待、手术室空转和手术室超时所产生的总成本的样本路径梯度。样本路径代价函数是单峰的、利普奇兹连续的、可微的,期望代价函数是连续可微的。提出了一种基于无偏梯度估计的随机逼近算法,大量的数值实验表明,该算法收敛于全局最优。通过一系列数值实验证明了多手术室设置的显著优势,以及与成本结构、手术数量和手术室数量等各种系统参数相关的最优解决方案的特性。
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引用次数: 51
Analysis and optimization of the edge effect for III–V nanowire synthesis via selective area metal-organic chemical vapor deposition 选择性区金属-有机化学气相沉积法合成III-V纳米线边缘效应分析与优化
Pub Date : 2015-04-28 DOI: 10.1080/0740817X.2015.1033038
Y. Duanmu, Qiang Huang
Selective Area Metal-Organic Chemical Vapor Deposition (SA-MOCVD) is a promising technique for the scale-up of nanowire fabrication. Our previous study investigated the growth mechanism of SA-MOCVD processes by quantifying contributions from various diffusion sources. However, the edge effect on nanostructure uniformity captured by skirt area diffusion was not quantitatively analyzed. This work further improves our understanding of the process by considering the edge effect as a superposition of skirt area diffusion and “blocking effect” and optimizing the edge effect for uniformity control of nanowire growth. We directly model the blocking effect of nanowires in the process of precursor diffusion from the skirt area to the center of a substrate. The improved model closely captures the distribution of the nanowire length across the substrate. Physical interpretation of the edge effect is provided. With the established model, we provide a method to optimize the width of the skirt area to improve the predicted structural uniformity of SA-MOCVD growth.
选择性区域金属有机化学气相沉积(SA-MOCVD)是一种很有前途的纳米线制造技术。我们之前的研究通过量化不同扩散源的贡献来研究SA-MOCVD工艺的生长机制。然而,没有定量分析裙区扩散捕获的边缘对纳米结构均匀性的影响。本工作将边缘效应视为裙边面积扩散和“阻塞效应”的叠加,并优化了边缘效应以控制纳米线生长的均匀性,进一步提高了我们对这一过程的理解。我们直接模拟了纳米线在前驱体从裙区扩散到衬底中心的过程中的阻挡效应。改进后的模型能很好地捕捉到纳米线在衬底上的长度分布。给出了边缘效应的物理解释。利用所建立的模型,我们提供了一种优化裙边面积宽度的方法,以提高SA-MOCVD生长的预测结构均匀性。
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引用次数: 2
A location–allocation problem with concentric circles 具有同心圆的位置分配问题
Pub Date : 2015-04-28 DOI: 10.1080/0740817X.2015.1034897
J. Brimberg, Z. Drezner
We consider a continuous location problem for p concentric circles serving a given set of demand points. Each demand point is serviced by the closest circle. The objective is to minimize the sum of weighted distances between demand points and their closest circle. We analyze and solve the problem when demand is uniformly and continuously distributed in a disk and when a finite number of demand points are located in the plane. Heuristic and exact algorithms are proposed for the solution of the discrete demand problem. A much faster heuristic version of the exact algorithm is also proposed and tested. The exact algorithm solves the largest tested problem with 1000 demand points in about 3.5 hours. The faster heuristic version solves it in about 2 minutes.
考虑了服务于一组给定需求点的p个同心圆的连续定位问题。每个需求点都由最近的圆圈提供服务。目标是最小化需求点和它们最近的圆之间的加权距离之和。我们分析并解决了需求均匀连续分布在磁盘上,平面上有有限个需求点的情况。提出了求解离散需求问题的启发式和精确算法。本文还提出并测试了一种更快的启发式精确算法。精确算法在3.5小时内解决了1000个需求点的最大测试问题。更快的启发式版本在大约2分钟内解决了这个问题。
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引用次数: 4
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