改进遗传算法及其在钻井液设计中的运用

在深井、超深井以及地层复杂等条件下，为了避免或减少钻井事故的发生，达到优质快速钻井的目的，选择合适的钻井液体系至关重要。基于案例推理（CBR，Case-Based Reasoning）的钻井液设计中，钻井液体系由岩性、井型和井深等属性推理得出，但属性权重的分配会对推理结果产生显著的影响；遗传算法在优化属性权重时，存在收敛速度慢、收敛精度低的缺点。针对上述问题，提出一种解决CBR中属性权重分配问题的改进遗传算法。首先，对遗传算子进行改进：选择算子方面，利用指数尺度变换法优化个体选择；交叉算子方面，对算术交叉中的比例因子进行自适应调整；变异算子方面，改进个体变异方向，保持种群多样性。其次，从个体适应度和交叉个体的差异程度两方面实现交叉概率自适应调整。最后，通过对UCI数据集的对比实验，证明了改进后的遗传算法能改善全局收敛性能，提高CBR的准确率。将该算法运用到基于CBR的钻井液设计中，实验结果表明，所提方法能够优化属性权重的分配，进而提高钻井液设计的质量。     

A Method for Time-Series Location Data Publication Based on Differential Privacy

In the age of information sharing, logistics information sharing also faces the risk of privacy leakage. In regard to the privacy leakage of time-series location information in the field of logistics, this paper proposes a method based on differential privacy for time-series location data publication. Firstly, it constructs public region of interest(PROI) related to time by using clustering optimal algorithm. And it adopts the method of the centroid point to ensure the public interest point(PIP) representing the location of the public interest zone. Secondly, according to the PIP, we can construct location search tree(LST) that is a commonly used index structure of spatial data, in order to ensure the inherent relation among location data. Thirdly, we add Laplace noise to the node of LST, which means fewer times to add Laplace noise on the original data set and ensures the data availability. Finally, experiments show that this method not only ensures the security of sequential location data publishing, but also has better data availability than the general differential privacy method, which achieves a good balance between the security and availability of data.     

Study on the Centralization Strategy of the Blood Allocation Among Different Departments within a Hospital

By far, the researches on how to distribute blood products among different departments in hospital have not been further studied, though the problem of blood shortage and wastage that caused by improper blood allocation is severe, which may endanger patient’s lives and impose considerable costs on hospitals. In order to solve this problem, this paper mainly studies on how to distribute the blood items among different departments within a hospital and investigates the allocation approach with the novel management method by centralizing the inventory of several different departments. By integrating the blood inventory requirements of some departments, the hospital could reduce the rate of blood shortage and wastage effectively, release the pressure of the occupancy of resources and reduce the bullwhip effect of blood products. This paper illustrates the centralization principle in hospital and formulates the mixed integer programming model to work out the optimal allocation network scheme and the optimal inventory setting for every department. And the results of the numerical example demonstrate that this centralization method could considerably reduce blood shortage and wastage in hospital by about 72% and 90% respectively. Furthermore, it could decrease the total cost by about 108,540 RMB a month on blood supply chain management in the hospital and improve the effect of some certain surgeries by transfusing the fresh blood to patients.     

广西高技术产业科技创新能力评价研究

文章在分析广西高技术产业发展现状基础上,构建高技术产业科技创新能力评价指标体系,运用熵值法,基于2015—2019年面板数据对广西高技术产业的创新能力进行实证研究.研究表明:广西高技术产业创新能力在西部五省中处于较低水平;广西高技术创新产出实力略低于创新投入实力,创新技术吸收实力仍相对较弱;广西高技术四大行业创新能力存在差异,即电子及通信设备制造产业科技创新投入和产出效果最好,医药制造业和电子通信及装备制造业创新投入高,创新产出评分偏低,医疗仪器设备及仪器仪表制造产业和计算机及办公设备制造产业创新吸收能力很弱.基于以上结论,文章从加大创新资源投入、推动创新平台建设、加强人才队伍建设等方面提出了对策建议.     

“零被引专利”就没有价值吗?——“零被引专利”在科学论文中的应用分析

 分析前人对零被引的研究成果发现，"零被引"的定义可能存在一定的局限，即只考察同类数据库中的引用情况。分析CSTPCD 2009-2012年的科技论文与引文发现，期刊论文引用了大量的技术专利。存在专利数据库中的"零被引专利"在科技论文中却有较高的引用次数。以其中1件"零被引专利"CN 01134280.3为例，从技术内容解读、10篇施引文献及其内容分析，展示了该项技术发明影响的研究主题，并通过文献调研解析了该项研究成果的工业化应用。基于钱学森的"基础科学-技术科学-工程科学"理论，探讨了使用较高科技论文引用次数的"零被引专利"及较高专利引用次数的"零被引论文"定量分析技术科学的可能性。     

关于三网合一技术

介绍了我国现阶段并存的三网(电信网、有线电视网和计算机互联网)的特点与现状，分析了三网在融合过程中需要解决的一些不可避免的问题，以及三网合一的技术基础和促进三网合一的有利因素，提出了三网合一是现代通信和计算机网络发展的必然趋势，以及在三网融合的过程中还将有一个相互渗透交叉、相互竞争、共存发展过程的观点。     

Ⅰ级洁净手术室中无影灯直径的确定

采用高雷诺数K-ε二方程模型，从控制污染物的扩散范围和保证工作区乱流度这两个指标出发，对I级洁净手术室内无影灯直径进行了研究，为无影灯直径的选型提供了依据。     

合成烯丙基砜的新方法

报道一种简单、便利的一步合成烯丙基砜的新方法。     

荧光光谱法对中药注射液热稳定性的研究

首次采用荧光光谱法对中药注射液热稳定性进行初步探讨.发现在恒温(40℃、80℃)条件下、不同中药注射液随时间变化的荧光强度和荧光光谱图,呈现出规律性的变化.通过对其谱图和荧光强度的分析,能够反映出恒温(40℃、80℃)条件下,随时间变化的荧光光谱的差异,不同温度对谱峰强度的差异性影响及不同注射剂热稳定性变化曲线的差异.找出了不同温度下不同中药注射液荧光强度减弱10%的时间.     

高分辨率谱估计算法MUSIC和Minimum-Norm及性能比较

本文从理论上详细叙述了高分辨率谱估计技术MUSIC和Minimum-Norm算法的机理,给出并比较了它们的空域谱平坦度、3dB谱宽度和谱峰值随信噪比的变化情况.文章对工程设计人员加深理解、选择算法具有一定的参考意义.