Determining optimal sizes of bounded batches with rejection via quadratic min‐cost flow

In this article, we consider a single machine scheduling problem, in which identical jobs are split into batches of bounded sizes. For each batch, it is allowed to produce less jobs than a given upper bound, that is, some jobs in a batch can be rejected, in which case a penalty is paid for each rejected job. The objective function is the sum of several components, including the sum of the completion times, total delivery cost, and total rejection cost. We reduce this problem to a min‐cost flow problem with a convex quadratic function and adapt Tamir's algorithm for its solution. © 2017 Wiley Periodicals, Inc. Naval Research Logistics 64: 217–224, 2017     

火箭助飞鱼雷攻潜试验方案研究

为贴近实战完成火箭助飞鱼雷攻潜试验,针对目标指示信息设备选择、目标靶的选择、射击方式解算等几个试验方案设计关键点对试验方案设计进行了分析,建立了影响攻潜效果主要因素的仿真计算模型,并给出了仿真计算结果。经海上试验检验,方案设计合理可行。     

作业名层次化聚类算法预测作业运行时间

预测作业的运行时间有益于提升系统的调度性能,而聚类有助于训练出更好的预测模型。传统的聚类算法很难将相似的作业名聚类,为了将相似的作业更好地聚类,通过分析其组成成分的语义重要性,构建字母-结构-数字的作业名层次化聚类算法。以两台超级计算机的真实数据为例,实验结果发现,应用此算法聚类后的数据训练模型的预测精度相较传统方法有一定的提升,整体预测精度为70%～80%。     

增量元学习IDBD算法在轴频电场信号检测中的应用

为了提高海洋环境电场背景中微弱舰船轴频电场的检测能力,针对传统的最小均方误差算法进行了改进,提出了一种基于增量元学习IDBD算法的自适应线谱增强器。利用所提算法对舰船缩比模型产生的实测轴频电场信号数据进行处理,结果表明该算法在低信噪比的情况下能够有效地将微弱轴频电场信号从宽带背景噪声中分离出来。所提算法相比于普通的自适应线谱算法,在改善信号的信噪比方面效果更加显著,且具有更快的收敛速度和更小的稳态误差,极大提高了舰船轴频电场的检测能力。     

基于规则LDPC码校验矩阵的测试响应压缩方法研究

摘要：针对现有的测试响应压缩方法在未知位处理能力、混淆能力、诊断能力和压缩能力方面只侧重于单一能力的问题,首次将LDPC编码技术应用于测试响应压缩中,提出一种基于规则LDPC码校验矩阵的测试响应压缩方法．通过对上述4种能力进行仿真分析得出,该方法与现有测试响应压缩方法相比整体性能有明显的提升．     

同时验证整装和分系统固有可用度的试验方案

针对整装和分系统可用度同时需要验证的问题,假设单系统可用度、可靠性和维修性试验方案都已知,以试验样本量确定方法为研究重点,以同时验证整装和分系统的可用度、平均故障间隔时间和平均修复时间等3个指标参数为设计要求,提出了一种定数截尾试验方案.该方案包括2种试验方式.2种试验方式都能够完成对整装和分系统3个指标参数的验证.     

一种SAR图像特征提取和目标分类的新方法

提出了一种利用二维离散小波变换与核主成分分析结合对SAR图像进行特征提取的新方法.该方法对SAR图像进行三层小波分解后提取低频子带图像的核主成分分量作为目标的分类特征,利用支持向量机完成目标分类.采用MSTAR实测SAR目标数据集进行特征提取和分类实验,实验结果表明:该方法可以有效提高目标的正确识别率.     

FORECASTING SERIES CONTAINING OFFSETTING BREAKS: OLD SCHOOL AND NEW SCHOOL METHODS OF FORECASTING TRANSNATIONAL TERRORISM

Transnational terrorism data are difficult to forecast because they contain an unknown number of structural breaks of unknown functional form. The rise of religious fundamentalism, the demise of the Soviet Union, and the rise of al Qaeda have changed the nature of transnational terrorism. ‘Old School’ forecasting methods simply smooth or difference the data. ‘New School’ methods use estimated break dates to control for regime shifts when forecasting. We compare the various forecasting methods using a Monte Carlo study with data containing different types of breaks. The study's results are used to forecast various types of transnational terrorist incidents.     

Statistical equivalency and optimality of simple step‐stress accelerated test plans for the exponential distribution

Accelerated life testing (ALT) is commonly used to obtain reliability information about a product in a timely manner. Several stress loading designs have been proposed and recent research interests have emerged concerning the development of equivalent ALT plans. Step‐stress ALT (SSALT) is one of the most commonly used stress loadings because it usually shortens the test duration and reduces the number of required test units. This article considers two fundamental questions when designing a SSALT and provides formal proofs in answer to each. Namely: (1) can a simple SSALT be designed so that it is equivalent to other stress loading designs? (2) when optimizing a multilevel SSALT, does it degenerate to a simple SSALT plan? The answers to both queries, under certain reasonable model assumptions, are shown to be a qualified YES. In addition, we provide an argument to support the rationale of a common practice in designing a SSALT, that is, setting the higher stress level as high as possible in a SSALT plan. © 2012 Wiley Periodicals, Inc. Naval Research Logistics, 2013     

某型发电机可靠性试验系统研究

为了对某型发电机进行可靠性试验,根据试验需求,设计了带能量反馈的试验系统。该系统与发电机输出带纯电阻性负载方案相比,大大节约了试验的耗电量,并利用仿真软件PSCAD/EMTDC建立了试验系统的仿真模型,对系统在不同扰动下的动态特性进行了仿真研究。仿真结果与试验结果相吻合,说明所建试验系统模型的正确性,也得出了该试验系统具有良好的运行稳定性的结论。