An adaptive forecasting algorithm and inventory policy for products with short life cycles

Products with short life cycles are becoming increasingly common in many industries, such as the personal computer (PC) and mobile phone industries. Traditional forecasting methods and inventory policies can be inappropriate for forecasting demand and managing inventory for a product with a short life cycle because they usually do not take into account the characteristics of the product life cycle. This can result in inaccurate forecasts, high inventory cost, and low service levels. Besides, many forecasting methods require a significant demand history, which is available only after the product has been sold for some time. In this paper, we present an adaptive forecasting algorithm with two characteristics. First, it uses structural knowledge on the product life cycle to model the demand. Second, it combines knowledge on the demand that is available prior to the launch of the product with actual demand data that become available after the introduction of the product to generate and update demand forecasts. Based on the forecasting algorithm, we develop an optimal inventory policy. Since the optimal inventory policy is computationally expensive, we propose three heuristics and show in a numerical study that one of the heuristics generates near‐optimal solutions. The evaluation of our approach is based on demand data from a leading PC manufacturer in the United States, where the forecasting algorithm has been implemented. © 2004 Wiley Periodicals, Inc. Naval Research Logistics, 2004.     

共面编队飞行卫星星座的控制

共面编队飞行的卫星星座的相对运动轨迹是一个椭圆,但卫星由于受摄动力的影响,其椭圆队形会发生变化。提出了一个简单而又节约燃料的队形保持控制方案,即在Hill轨道坐标系中,通过测量x轴和z轴,利用小推力喷气发动机进行控制,消除椭圆中心的相位漂移和各卫星轨道的不共面。     

攻防对抗仿真中高炮火力单元射击指挥模型

在分析高炮火力单元射击指挥过程的基础上,着重对高炮火力单元射击指挥仿真中的目标搜索模型与杀伤效果评估模型进行了深入探讨和构建。在实现高炮杀伤效果评估方面,运用蒙特卡罗方法构建了符合实际、满足仿真粒度要求的高炮着发射与空炸射击毁伤概率计算模型。实际应用表明:模型满足仿真可信度和实时性要求,对开展地面防空作战仿真具有一定的借鉴意义。     

A spatial rank‐based multivariate EWMA control chart

Nonparametric control charts are useful in statistical process control when there is a lack of or limited knowledge about the underlying process distribution, especially when the process measurement is multivariate. This article develops a new multivariate self‐starting methodology for monitoring location parameters. It is based on adapting the multivariate spatial rank to on‐line sequential monitoring. The weighted version of the rank‐based test is used to formulate the charting statistic by incorporating the exponentially weighted moving average control scheme. It is robust to non‐normally distributed data, easy to construct, fast to compute and also very efficient in detecting multivariate process shifts, especially small or moderate shifts which occur when the process distribution is heavy‐tailed or skewed. As it avoids the need for a lengthy data‐gathering step before charting and it does not require knowledge of the underlying distribution, the proposed control chart is particularly useful in start‐up or short‐run situations. A real‐data example from white wine production processes shows that it performs quite well. © 2012 Wiley Periodicals, Inc. Naval Research Logistics 59: 91–110, 2012     

Screening and selection procedures with control variates and correlation induction techniques

We consider the problem of identifying the simulated system with the best expected performance measure when the number of alternatives is finite and small (often < 500). Recently, more research efforts in the simulation community have been directed to develop ranking and selection (R&S) procedures capable of exploiting variance reduction techniques (especially the control variates). In this article, we propose new R&S procedures that can jointly use control variates and correlation induction techniques (including antithetic variates and Latin hypercube sampling). Empirical results and a realistic illustration show that the proposed procedures outperform the conventional procedures using sample means or control variates alone. © 2012 Wiley Periodicals, Inc. Naval Research Logistics, 2012     

浅谈装备财务管理工作面临的问题及出路

装备财务管理工作是我军装备建设的关键点和枢纽,其管理效能的发挥直接关系我军装备建设经费的军事和经济效益。当前,受发展水平的限制,我军的装备财务管理工作任务十分艰巨,面临预算执行困难、开支随意性大、装备财务管理信息化水平低、专业人才数量少等问题,需要从内部控制机制建设、装备财务管理评价系统建设、人才建设三个方向,探寻解决问题的出路。     

导航级微型核磁共振陀螺仪技术综述

导航级微型核磁共振陀螺仪是美国国防高级研究项目局为了克服全球定位系统(GPS)在受到强干扰或GPS星座受损而失效的潜在威胁而开发的,其技术特点是通过微制造技术将所有必须的组件封装成为一个小型、低功耗、片式、高精度的惯性测量组合。从核磁共振原理、核磁共振陀螺仪原理、发展现状以及关键技术等方面对核磁共振陀螺仪进行了介绍。     

舰艇导弹武控系统分析

水面舰艇海上作战的主要威胁来自于敌方反舰导弹的攻击,水面舰艇的防空作战能力成为其作战效能的重要指标之一,而武控系统又是舰载防空导弹武器系统的核心。通过分析舰载武控系统的设计原则、种类、内涵等内容,结合武控系统软件的特点,对开放式体系结构在大型复杂军用实时系统中的应用进行了论述,通过分析得出了几个有益的结论。     

基于级库存的维修器材整合供应策略研究

针对传统器材供应模式效率低的问题,借助供应链管理的思想提出了多需求点整合供应模式,并建立了基于级库存策略的整合优化模型,对成本各组成部分分析求解,得到了最优总成本对应的策略参数,其中总成本考虑了供应中心补货成本、库存持有成本、供应成本和供应延迟成本．最后通过算例与直接供应策略进行了比较,证明了整合供应策略的有效性．     

运动潜艇的感应电场分布

采用相对论电磁变换法计算了单个磁偶极子匀速运动时产生的感应电场三分量。利用沿圆柱表面排列的磁偶极子阵列近似模拟潜艇的磁场分布,通过对磁偶极子阵列运动感应电场三分量的积分运算,得到了潜艇运动感应电场的分布规律,解决了由高斯定理计算感应电场因电场方向不同难以进行积分运算的难题。利用海水中布放的传感器,实际测量了运动潜艇模型的感应电场,测量结果验证了所提出的感应电场计算方法的正确性。