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Battlefield Target Intelligent Value Analysis Based on Real-Time Data 基于实时数据的战场目标智能价值分析
Jun Lu, Dongliang Yin
In the process of battlefield target identification and decision-making, it has the characteristics of real-time change of target parameter data and large amount of data. The previous target value analysis methods have large limitations. Considering the impact of real-time data driving on target value analysis and decision-making, the cloud model is used to target the target. The uncertain and fuzzy information in the real-time data is quantified to generate cloud membership; based on the data envelopment analysis (DEA) method, a relatively optimal efficiency decision-making tool, the value of the battlefield target is carried out. Sorting and decision making. Finally, a numerical example is analysed to verify the applicability and correctness of the model. The calculation example shows that the model can meet the timeliness of hitting targets in wartime, and it provides a practical mathematical tool for analysis of the value of battlefield targets.
在战场目标识别与决策过程中,具有目标参数数据实时变化、数据量大的特点。以往的目标值分析方法存在较大的局限性。考虑到实时数据驱动对目标值分析和决策的影响,采用云模型对目标进行定位。对实时数据中的不确定和模糊信息进行量化,生成云隶属度;基于数据包络分析(DEA)这一效率相对最优的决策工具,对战场目标进行价值评估。分类和决策。最后通过数值算例分析,验证了该模型的适用性和正确性。算例表明,该模型能够满足战时打击目标的时效性,为分析战场目标价值提供了实用的数学工具。
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引用次数: 0
Implementation Scheme of Intelligent Water Level Control System based on Internet of Things 基于物联网的智能水位控制系统实现方案
Fang-liang Liu
According to the control problem of lake water level, an intelligent water level control system based on Internet of Things is designed. The system takes the gateway controller with high performance and low power consumption as the core, combines ZigBee wireless sensor network and relay automatic control technology, realizes the monitoring and display of lake water environmental factors, intelligently controls the water pump according to the lake water level, and sends alarm information in abnormal situations.The framework of lake water intelligent management system based on Internet of things can also be divided into three layers: sensor layer, network layer and application layer. Through equipment selection and the development of wireless sensor network based on zstack, the set function is realized, and the operation test results are good.
针对湖泊水位控制问题,设计了一种基于物联网的智能水位控制系统。该系统以高性能、低功耗的网关控制器为核心,结合ZigBee无线传感器网络和中继自动控制技术,实现了对湖水环境因素的监测和显示,根据湖水水位对水泵进行智能控制,并在异常情况下发送报警信息。基于物联网的湖水智能管理系统框架也可以分为传感器层、网络层和应用层三层。通过设备选型和基于zstack的无线传感器网络开发,实现了设定功能,运行测试结果良好。
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引用次数: 0
Research on Optimization and Improvement of Intelligent Management System based on Big Data Mining and ant Colony Algorithm 基于大数据挖掘和蚁群算法的智能管理系统优化与改进研究
Juncheng Ma
With the development of social economy, the market mechanism tends to be perfect, which promotes the tourism industry to a new height. With the rapid development of tourism industry, management problems have become increasingly prominent. This paper makes an in-depth analysis of tourism planning and management from multiple perspectives. In view of the poor performance of the original optimal tourism route optimization model in obtaining the shortest route, this paper constructs the optimal tourism route optimization model based on ant colony optimization algorithm, sets the route selection process, and uses ant colony algorithm to complete the optimal route selection. According to the results of route selection, pheromone update rules and route model format are set to complete the construction of optimal route optimization model. Compared with the traditional model, the path chosen by the model is shorter and the cost is lower. At the same time, using BP neural network model and matlab calculation program to evaluate tourism resources can avoid the influence of subjective factors on the evaluation results to the greatest extent. On this basis, the evaluation model is designed, and the error value of the evaluation model is analyzed. This paper mainly focuses on the relevant measures of tourism management and puts forward a tourist flow forecasting model based on data mining. Firstly, the historical data of tourism flow are collected, and then the chaos algorithm is introduced to construct the learning sample of tourism flow prediction. Finally, the particle swarm optimization algorithm is introduced to optimize the parameters of the tourist flow forecasting model. The simulation results show that, compared with the BP neural network optimized by particle swarm optimization and support vector machine, this model can describe the changing characteristics of passenger flow in scenic spots more accurately, and the prediction error of passenger flow in scenic spots is much smaller than that of the contrast model, and a more ideal passenger flow prediction result is obtained, which can put forward a new solution strategy in the field of tourism management.
随着社会经济的发展,市场机制趋于完善,推动旅游业发展到一个新的高度。随着旅游业的快速发展,管理问题日益突出。本文从多个角度对旅游规划与管理进行了深入分析。针对原有最优旅游路线优化模型在获取最短路线方面性能较差的问题,本文构建了基于蚁群优化算法的最优旅游路线优化模型,设置了路线选择过程,并利用蚁群算法完成了最优路线选择。根据路线选择结果,设置信息素更新规则和路线模型格式,完成最优路线优化模型的构建。与传统模型相比,该模型选择的路径更短,成本更低。同时,利用BP神经网络模型和matlab计算程序对旅游资源进行评价,可以最大程度地避免主观因素对评价结果的影响。在此基础上设计了评价模型,并对评价模型的误差值进行了分析。本文主要针对旅游管理的相关措施,提出了一种基于数据挖掘的旅游流量预测模型。首先收集旅游流的历史数据,然后引入混沌算法构建旅游流预测的学习样本。最后,引入粒子群优化算法对旅游流预测模型的参数进行优化。仿真结果表明,与粒子群优化和支持向量机优化的BP神经网络相比,该模型能更准确地描述景区客流的变化特征,景区客流预测误差远小于对比模型,获得更理想的客流预测结果,可为旅游管理领域提出新的解决策略。
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引用次数: 0
An automated ultrasonic tinning machine based on ellipsoidal focusing effect and intelligent computing 一种基于椭球聚焦效应和智能计算的自动化超声镀锡机
Shuai Yuan, Yanshen Huang
In response to the current low efficiency and high energy consumption of the tinning process, we designed an ultrasonic automated tinning device based on the ellipsoidal focusing effect. The process control is carried out by a set program, so that the device has a high degree of automation, can accurately pick up, transfer and fix the workpiece to be processed (mainly SMT components), so that it can be fixed on the carrier plate, movement, and unmanned completion of large quantities of tinning, the device mainly uses the ellipsoidal focusing device to focus the ultrasonic wave to use the cavitation effect to remove the oxide film and complete the tinning, which can greatly improve the work efficiency, and avoid the harm of chemical and acoustic contamination during the tinning process. It can greatly improve the work efficiency and avoid the harm of chemical reagents and acoustic pollution to human body in the process of tinning.
针对目前镀锡工艺效率低、能耗高的问题,设计了一种基于椭球聚焦效应的超声波自动镀锡装置。过程控制是由一组程序,以便设备自动化程度高,可以准确地接,传输和处理解决工件(主要是SMT组件),这样它就可以被固定顶板,运动,和无人完成大量的镀锡,设备主要使用椭圆形集中设备集中使用的超声波空化效应去除氧化膜和完成镀锡,大大提高了工作效率,避免了镀锡过程中化学污染和声污染的危害。可以大大提高工作效率,避免了镀锡过程中化学试剂和声污染对人体的危害。
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引用次数: 0
An Improved k-Nearest Centroid Neighbor Classification Method for Incomplete Data 一种改进的k-最近邻形心不完全数据分类方法
Yezhen Wang
Missing values often exist in scientific datasets. Therefore, practical methods for missing data imputation and classification are necessary for machine learning, data analysis. The k-Nearest Neighbor (KNN) algorithm is a simple and effective algorithm in missing data imputation and classification. This paper focuses on the missing data classification problem and proposes a new classification method based on the local mean k-nearest centroid neighbour. When making classification judgments, the proposed method examines the closeness and symmetrical arrangement of the k neighbours and adopts the local mean-based vector of the k centroid neighbours for each class. We run classification error experiments on six UCI datasets to see how well the proposed method performs when there is missing data. Experimental results show that the performance of our proposed method obtains a significant improvement compared to the most advanced KNN-based algorithms.
在科学数据集中经常存在缺失值。因此,缺失数据的输入和分类的实用方法对于机器学习、数据分析是必要的。KNN (k-Nearest Neighbor)算法是一种简单有效的缺失数据输入和分类算法。针对缺失数据的分类问题,提出了一种基于局部均值k近邻的分类方法。该方法在进行分类判断时,考察k个邻居的紧密性和对称排列,对每一类采用k个质心邻居的局部均值向量。我们在6个UCI数据集上进行了分类误差实验,看看当存在缺失数据时,所提出的方法的表现如何。实验结果表明,与目前最先进的基于knn的算法相比,该方法的性能有了显著提高。
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引用次数: 0
Intelligent Optimization of Power Grid Corridor based on TFAHP-CA Algorithm 基于 TFAHP-CA 算法的电网走廊智能优化
Shiping Yang, L. xilinx Wang, Zhen Li, Y. Zhang, Chenggong Wang
On the basis of studying the principle of intelligent optimization of power grid corridor, based on the data of restrictive geographic information database, the basic principles of evaluation system are formulated from the aspects of safety, economy and environmental protection. Firstly, the triangular fuzzy analytic hierarchy process (TFAHP) is used to construct the evaluation system model, and the quantitative evaluation index is obtained. Secondly, the initial optimal path of transmission line is determined by cell value calculation. Finally, the best transmission line path is obtained by comprehensive analysis of spatial location information and influencing factors, and the final optimization scheme of transmission line path is realized. The data analysis and model construction of this system provide direct data reference and theoretical model of path optimization for power grid path selection in complex terrain.
在研究电网走廊智能优化原理的基础上,基于限制性地理信息数据库数据,从安全、经济、环保等方面制定了评价体系的基本原则。首先,利用三角模糊层次分析法(TFAHP)构建评价体系模型,得到定量评价指标。其次,通过单元值计算确定输电线路的初始最优路径。最后,通过对空间位置信息和影响因素的综合分析,得到最佳输电线路路径,实现输电线路路径的最终优化方案。该系统的数据分析和模型构建为复杂地形下的电网路径选择提供了直接的数据参考和路径优化的理论模型。
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引用次数: 0
Design and Optimization of Vehicle Auxiliary Lines in Vehicle Surround View Image 车辆环视图像中车辆辅助线的设计与优化
Yanyan Wang, Gui Hu, Shuyu Liang, Daming Li
With the increase in car ownership, assisted driving has become the focus of car manufacturers. In the vehicle surround view image, the vehicle auxiliary line can help the driver to accurately understand his own driving trajectory and assist safe driving. The vehicle auxiliary line rendering process designed in this paper not only supports rendering vehicle auxiliary lines in traditional undistorted images, but also supports rendering vehicle auxiliary lines in distorted images. The rendering methods of 3D mode and 2D vehicle auxiliary lines are designed separately, which reduces the CPU usage. The bicycle model is optimized to reduce the computational complexity without affecting the accuracy of the vehicle auxiliary line. Using the table lookup method not only reduces the computational complexity, but also improves the accuracy of vehicle auxiliary lines. Experiments show that this technique can render vehicle auxiliary lines accurately.
随着汽车保有量的增加,辅助驾驶已经成为汽车制造商关注的焦点。在车辆环视图像中,车辆辅助线可以帮助驾驶员准确了解自身的行驶轨迹,辅助安全驾驶。本文设计的车辆辅助线绘制过程既支持传统未失真图像中车辆辅助线的绘制,也支持失真图像中车辆辅助线的绘制。将三维模式和二维车辆辅助线的绘制方法分开设计,降低了CPU的占用。在不影响车辆辅助线精度的前提下,对自行车模型进行了优化,降低了计算复杂度。采用查表法不仅降低了计算复杂度,而且提高了车辆辅助线的精度。实验结果表明,该方法可以较准确地绘制车辆辅助线。
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引用次数: 0
Research on Intelligent Distribution and Regulation of Water Resources based on Grey Prediction and TOPSIS 基于灰色预测和TOPSIS的水资源智能分配与调控研究
Jiacheng Wu, Junyi Huang, Qian Yang, Yin-Ying Tang, C. Shi
This paper collected historical data of water resources of provincial administrative units in China, used the grey prediction model to predict the supply and demand of freshwater resources in China from 2020 to 2032 and obtained the final prediction results. Then, this paper calculated the coefficient of variation in water supply, the coefficient of supply and demand, the coefficient of pollution, and other indicators and used the TOPSIS model based on the entropy weight method to determine the proportion of each indicator. The ranking of the water demand degree of each city, water resource pollution degree, and seawater desalination potential are calculated according to the weights. Specific schemes of priority water storage, water protection, and seawater desalination facilities are provided. Finally, based on the model 2 conclusion to determine water city, the provincial administrative units prepare for the node figure, Dijkstra algorithm using MATLAB program, to solve the shortest path, get the four most economical and efficient route, specific route plan for water transport.
本文收集中国省级行政单位水资源历史数据,运用灰色预测模型对2020 - 2032年中国淡水资源供需进行预测,得到最终预测结果。然后,计算供水变异系数、供需系数、污染系数等指标,利用基于熵权法的TOPSIS模型确定各指标的权重。根据权重计算各城市需水量排序、水资源污染排序、海水淡化潜力排序。提出了优先储水、保水和海水淡化设施的具体方案。最后,根据模型2的结论确定水城、各省行政单位的节点图,利用MATLAB编写Dijkstra算法程序,求解最短路径,得到四条最经济高效的路线,进行水运的具体路线规划。
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引用次数: 0
Study on the type selection of localizer antenna in Category Ⅱ/III of instrument landing system 仪表着陆系统Ⅱ/III类定位器天线选型研究
Mu-qiong Chen, Yanlong Sun
The ILS electromagnetic environment can easily be changed by large objects reflection, which result in degradation of the signal-in-space. Therefore, how to choose a suitable localizer antenna is very important. The higher the operating category of ILS is, the stricter requirements for the localizer course structure will be, especially for Category Ⅱ/III, In the paper, three typical antennas are compared by computer simulation, and the results show the scalloping of course structures under different types of antennas. Computer simulation is very helpful to study the selection of localizer antenna for ILS Category Ⅱ/III. Computer simulation can identify the structure disturbance before construction and help engineers find solutions. This can also effectively protect electromagnetic environment of the airport and ensure operation safety.
大物体反射容易改变盲降系统的电磁环境,从而导致空间信号的退化。因此,如何选择合适的定位天线是非常重要的。盲射系统的工作类别越高,对定位器航向结构的要求也越严格,特别是对于Ⅱ/III类。本文通过计算机仿真比较了三种典型的天线,结果表明在不同类型的天线下,航向结构会出现扇形。计算机仿真对研究Ⅱ/III类盲降制导系统的定位天线选择有很大帮助。计算机模拟可以在施工前识别结构扰动,帮助工程师找到解决方案。这也可以有效地保护机场的电磁环境,确保运行安全。
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引用次数: 0
Design and implementation of intelligent second-hand platform based on big data MVC architecture and information processing 基于大数据MVC架构和信息处理的智能二手平台的设计与实现
Shuo Zhang, Xiangrui Meng
The campus second-hand commodity trading platform is a trading platform based on MVC architecture developed by using eclipse and SQL Sever database. The whole system is developed for campus C2C system between students (e-commerce between individuals). The campus C2C second-hand transaction system not only strengthens the exchange and purchase among students, but also provides students with better services.
校园二手商品交易平台是利用eclipse和SQL Sever数据库开发的基于MVC架构的交易平台。整个系统是针对校园学生之间的C2C系统(个人之间的电子商务)而开发的。校园C2C二手交易系统不仅加强了学生之间的交流和购买,也为学生提供了更好的服务。
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引用次数: 0
期刊
Proceedings of the 7th International Conference on Cyber Security and Information Engineering
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