Transactional and in-store display data of a large supermarket for data-driven decision-making

This article describes daily and monthly transactional and in-store display data of a large supermarket from January to October in 2019 associated with 28 757 stock-keeping units (SKUs) in 5 categories and 41 subcategories. The database contains five parts, including information about each SKU, in-store display, daily sales, inventory, and replenishment. We also propose some research questions related to assortment planning, pricing, inventory management, and customer behavior. Researchers are welcome to develop data-driven models or other innovative methods to address these questions or other practical problems using this database.     

从装备思维与军事实践互动关系看装备科研工作内涵、地位与作用

装备思维是人类智慧的结晶和科技文明产物,它反映一定时期人们对于装备设计的理念,也反映了该时期主流军事战略的思维方式。本文对军事装备涉及的论证、研制、试验、鉴定和使用等环节进行梳理,从装备思维与实践互动关系探讨装备科研工作的内涵、地位和作用。     

Numerical simulation of the blast wave of a multilayer composite charge

The numerical simulation of a blast wave of a multilayer composite charge is investigated. A calculation model of the near-field explosion and far-field propagation of the shock wave of a composite charge is established using the AUTODYN finite element program. Results of the near-field and far-field calculations of the shock wave respectively converge at cell sizes of 0.25–0.5 cm and 1–3 cm. The Euler––flux-corrected transport solver is found to be suitable for the far-field calculation after mapping. A numerical simulation is conducted to study the formation, propagation, and interaction of the shock wave of the composite charge for different initiation modes. It is found that the initiation mode obviously affects the shock-wave waveform and pressure distribution of the composite charge. Additionally, it is found that the area of the overpressure distribution is greatest for internal and external simultaneous initiation, and the peak pressure of the shock wave exponentially decays, fitting the calculation formula of the peak overpressure attenuation under different initiation modes, which is obtained and verified by experiment. The difference between numerical and experimental results is less than 10%, and the peak overpressure of both internal and external initiation is 56.12% higher than that of central single-point initiation.     

村民自治对农村社会稳定的双面效应

村民自治对农村社会稳定起着正面效应;异化的村民自治对农村社会稳定起着负面效应。鉴于此,为在农村社会发展中实现农村社会稳定,就要不断强化其正面效应,弱化其负面效应。     

群体性上访事件对警卫工作的影响及对策

在警卫工作中,群体性上访事件不仅威胁警卫对象、警卫目标、重要会议和重大活动的安全,而且处置不好还会损害党和国家的政治形象与国际形象。警卫工作中预防和处置群体性上访事件,首先要提高预警能力;其次要进行充分的处置准备,在具体处置时要注意运用正确的策略和方法,既要维护群众的根本利益,又要降低负面影响。     

高校学生党员教育培训模式研究

要客观地了解当前学生党员的思想实际,把握教育对象存在的问题和自身特点,就必须加强调查研究,探索出解决问题的方法和教育培训模式,以确保高校培养出合格的高素质学生党员。     

毽球运动在新疆中小学推广的可行性分析

本文通过介绍毽球的特点,从新疆中小学体育教育现状出发,探讨毽球这项民族传统体育项目在新疆中小学体育教学中推广的必要性和可行性,为丰富当前中小学体育教学课程资源提供一些方法、手段和思路,并对民族传统体育项目的传承有积极意义。     

流体动力式强声源研究

针对现代强声学技术研究的需要,从声压级的角度,对所设计的流体动力式强声发生器的性能参数开展了实验研究,得到了工作压力、簧片与喷口之间的距离以及簧片的劈角对该强声发生器辐射声场声压级的初步影响规律.实验结果表明,在较优的工况条件下,该强声发生器出口处可实现140dB(最大声压级)以上声辐射输出.     

The stochastic single resource service‐provision problem

The service‐provision problem described in this paper comes from an application of distributed processing in telecommunications networks. The objective is to maximize a service provider's profit from offering computational‐based services to customers. The service provider has limited capacity and must choose which of a set of software applications he would like to offer. This can be done dynamically, taking into consideration that demand for the different services is uncertain. The problem is examined in the framework of stochastic integer programming. Approximations and complexity are examined for the case when demand is described by a discrete probability distribution. For the deterministic counterpart, a fully polynomial approximation scheme is known 2 . We show that introduction of stochasticity makes the problem strongly NP‐hard, implying that the existence of such a scheme for the stochastic problem is highly unlikely. For the general case a heuristic with a worst‐case performance ratio that increases in the number of scenarios is presented. Restricting the class of problem instances in a way that many reasonable practical problem instances satisfy allows for the derivation of a heuristic with a constant worst‐case performance ratio. Worst‐case performance analysis of approximation algorithms is classical in the field of combinatorial optimization, but in stochastic programming the authors are not aware of any previous results in this direction. © 2003 Wiley Periodicals, Inc. Naval Research Logistics, 2003     

装备战斗恢复力模糊评判模型的建立与应用

针对装备战斗恢复力的评价具有随机性、模糊性和相关性的特点 ,提出了用模糊评判模型分析装备战斗恢复力的方法。最后 ,以雷达系统为例 ,对该模型进行了应用分析