Proceedings of the 2018 International Conference on Computer Science, Electronics and Communication Engineering (CSECE 2018)
Session: Applied Mathematics and Data Analysis
28 articles
Proceedings Article
Coefficient Distribution Method for Minimum Weight Design of Large-Span Statically Determinate Trusses under the Constraint of Allowable Displacement
Wenfeng Du, Qi Liu, Kang Yuan, Jiyuan Ma
To achieve the minimum weight design of large-span statically determinate trusses under displacement constraint, a method called the coefficient distribution method was proposed. The calculation formula of the displacement for statically determinate trusses was provided at first. Then the critical condition...
Proceedings Article
Sieve Method: Sieve the Forward and Reverse In One Time
Sai Chuen Hui
This article carries on " Sieve Method: Sieve the Forward and Reverse In One Time" through establishing the dual element set and forms a new foundamental mathematical theory to sieve odd prime number pairs. The conclusion verifies the formula that calculating the total number of pairs that any even number...
Proceedings Article
The Application of Vector Lyapunov Functions in Iterative Learning Control
Qunli Zhang
This paper presents iterative learning control of multiple state vector system, whose initial states are equal. By introducing the vector Lyapunov function, it involves interesting criteria to guarantee the robust convergence of the tracking error in the sense of the ?- norm. Finally, the validity of...
Proceedings Article
Dynamic Data Modeling of SCR Denitration System Based on Mutual Information
Wenjie Zhao, Luyao Zhang
The establishment of accurate models is vital in parametric optimization of control systems, and the choice of input variables can directly affect the accuracy and complexity of the model. Therefore, this paper proposed a modeling method based on mutual information (MI) and least squares support vector...
Proceedings Article
Research on Hierarchical Interactive Teaching Model Based on Naive Bayesian Classification
Dongyan Fan
The purpose of this research is improving the current inject classroom teaching mode that ignores individual differences and inefficiency of students. By studying classification algorithm in data mining and applying the classification method based on Naive Bayes algorithm, we designed and implemented...
Proceedings Article
A Probability Model of Calculating L2 Cache Misses
Kecheng Ji, Ming Ling, Li Liu
Stack or reuse distances have been widely adopted in studying memory localities and cache behaviors. However, the memory references, normally profiled by a binary instru-mentation tool, only reflect the accessing sequence of instruction fetching and load or store executions. That is why the stack or...
Proceedings Article
Deflection Analysis and Iterative Solution Method of Slender Telescopic Booms
Xuyang Cao, Zhenhua Gu, Haojie Yu
In order to analyze accurately the deformation of the telescopic boom in the case of large deformation, an initial deflection curve can be get according to the nonlinear bending differential equation and calculation method. The retraction amount in initial axial direction of the boom and the second-order...
Proceedings Article
The Reciprocal Sums of the Pell Numbers
Fuling Zhang
In this paper, we consider the reciprocal sums of the Pell numbers by elementary methods. First, we investigate the reciprocals sums of two products of Pell numbers. Then, we study the alternating reciprocals sums of two products of Pell numbers .Last, we consider the reciprocal sums of even and odd...
Proceedings Article
Tests for Spatial Correlation of Dependent Variables in Spatial Dynamic Panel Data Models
Rong Sun
This paper considers a spatial dynamic panel data regression model with fixed effects, spatial correlation of dependent variables and error serial among cross sectional units. When the number of individuals n , the number of time periods T are large, and T is asymptotically large relative to n, the paper...
Proceedings Article
MOOC Course Evaluation Based on Big Data Analysis
Yong Luo, Jianping Li, Zheng Xie, Guochang Zhou, Xiao Xiao
The rapid development of MOOC, more and more same courses appear on the MOOC platform. For learners without the guidance of course selection, a lot of time wasted in the course to browse and try to learn. At the same time, lack of evaluation led to a decline in the quality of the course. In this paper,...
Proceedings Article
The Application of Data Mining Techniques in College Students Information System
Yang Liu, Jingwei Chen, Jun Liu, Wei He, Tingting Li
Nowadays, with the expanding of database application, every fields have accumulated huge amounts of data including the College students' activities records. These records are very meticulously reflecting the status of the students' learning and life by analysis their relationships using data mining techniques....
Proceedings Article
Design and Implementation of Database Centralized Access Control and Audit System
Ying Zheng, Qinghai Bai
This paper explores the Oracle database security access control's implementation strategies, including: realize the centralized access control to the distributed Oracle database and audit through centralized policy configuration; realize the security access control to the Oracle database through encapsulating...
Proceedings Article
A Simple Fusion Method for Trajectory Data of Aerocraft
Dingxin Yang, Peng Du, Jinwei Sun
Propose a fusion arithmetic for trajectory data of aerocraft in flight. The method uses a variety of trajectory data which we can get for fusion calculation, then we can reduce a compositive trajectory data for digital-guided, and as the basis of judging the aerocraft flight state. Through the past,...
Proceedings Article
Empirical Test of Arbitrage Pricing Model for the SSE 50 Index Stocks
Mingyue Ding, Yumei Pan, Yanqiang Ding
The objective of this paper is to test the applicability of arbitrage pricing theory specifically for the performance of the SSE 50 Index composite stocks listed on China's Shanghai Stock Market. Two groups of the SSE 50 Index stocks have been selected and tested. Principal component analysis is used...
Proceedings Article
The Results of the General Traffic Measurements Analysis on the Example of Łódź Voivodeship (in Poland)
Elżbieta Macioszek, Grzegorz Sierpiński, Marcin Staniek, Damian Lach
The article presents the results of a detailed analysis of data from the General Traffic Measurements carried out in the years 2000 - 2015 on voivodeship roads. The analysis was carried out on the results from the Łódź Voivodeship in Poland.
Proceedings Article
Estimation of the Average Treatment Effect with Missing Outcome Data
Feng Han
Missing outcome data occurs often in the causal inference of observational studies. For example, in observational study on the safety of a Traditional Chinese Medicine (TCM) injection in market, some patients are missing safety outcome variables. In this paper we proposed a consistent estimator for the...
Proceedings Article
Parametric Design on Stubble-cutting Disc with Oblique Ripples Based on Reverse Engineering Methods
Ping Zhao, Xuewei Bai, Yongkui Li, Yue Tian, Changyi Lv
Aiming at the design and manufacture difficulty of stubble-cutting disc with oblique ripples, taking one made by America as research object, a kind of computer aided design method was proposed, which was fulfilled in the basis of the structural parameters that were obtained through reverse engineering...
Proceedings Article
The Mathematical Model of the Natural Evolution Law of Cosmic Material Organisms
Sai Chuen Hui
The "Goldbach conjecture" is proved by "simultaneous screening of positive and negative sides". And the computational values of "modeling" in various scientific fields coincide with reality, theory, experiment and astronomical observation. The universe is superimposed by the energy of equal positive...
Proceedings Article
Research on Filter Rod Loose Quality of Double Channel Forming Machine Based on Apriori Algorithm of Interestingness
Min Zhang, Liming Zhu, Yumin Wang
Double channel forming machine opening quality data by sampling and conversion into the mining of association rules based on Apriori algorithm, correctness verification and quality deviation setting parameters, makes the equipment in adjusting the parameters set to drive the delivery index get reliable...
Proceedings Article
Research on Process -Resources Dynamic Configuration Model of Digital Inspection Management System
Jian Yao, Guijiang Duan
Dynamic matching between inspect resources and business processes in digital inspect and MBD (Model Based Definition) environments is a challenging problem. This paper present an approach of building a digital inspection management model based on process-resource dynamic configuration system. Furthermore,...
Proceedings Article
Two-step Gaussian Process Regression Improving Performance of Training and Prediction
Wei Wang, Santong Zhang, Wei Yang, Xiangbin Liu
Since Gaussian process regression (GPR) cannot feasibly be applied to big and growing data sets, this paper introduces an integration algorithm called Two-step Gaussian Process Regression (TGPR) which speeds up both training and prediction to solve the problem. First, analyze the basics behind regular...
Proceedings Article
Research on Configuration Optimization of Multi-echelon Inventory Based on Component Commonality
Lijun Qiu, Linyu Fu, Qi Dong, Chongyi Liu, Kun Xian, Xinhua Weng
In view of the repairable spare parts, considering the actual situation that component commonality exists in warship equipment, the requirements of spare parts and sites in all levels are modified. A multi-echelon configuration model of common parts based on METRIC theory is established. The marginal...
Proceedings Article
Theoretical Research on Concentric Circular Selection of Sample Points for Flatness Error Measurement of Revolving Body End-face
Lei Zhang, Wenying Wang, Peng Guan, Jun Cheng
According to flatness error measurement of revolving body end-face, selection of sample points for flatness error measurement and flatness error evaluation method are mainly researched, the influencing factors are analyzed. Former concentric circular selection of sample points gets many restrictions,...
Proceedings Article
An Improved Differential Evolution for Constrained Optimization Problems
Liechao Zhang, Lin Shang
A fast and robust differential evolution based on orthogonal design (ODE) is proposed, and then it is used to solve constrained optimization problems. The ODE combines the conventional DE (CDE), which is simple and efficient, with the orthogonal design, which can exploit the optimum offspring. The ODE...
Proceedings Article
Effect of Workload Characteristics on Similarity Analysis
Jiang Sha, Wenjuan Xu
Workload characterization is the basis for similarity analysis, which is the core idea behind benchmark subsetting to pick up the most representative programs or program slices. The set of characteristics is crucial to the result of similarity analysis. Current studies typically use microarchitecture-independent...
Proceedings Article
Markov-Based Forecasting Model for Enterprise Human Resources Internal Supply
Pu Li, Fengming Liu, Chengcheng Li
With the enhanced competition of enterprises on the talent, the rational manpower planning in enterprises to protect the human resources needs of enterprises becomes an important driving force to promote the development of enterprises. Human resources forecast is the premise and basis of manpower planning,...
Proceedings Article
The Coordinated Replenishment Policy in a decentralized Assembly System
Jianhong Yu
The synchronization and coordination of material flows in the assembly system is much more important and complex. To analyze how to coordinate the material flows for the assembly supply chain, we consider an assembly system with two component-suppliers and one manufacturer, under stochastic finished...
Proceedings Article
Hardware Design of SUAV Flight Control System Based on STM32F427
Tao Yang, Liren Chai, Gang Wang
As an emerging high-tech device, the SUAV plays a more and more significant role in military and civilian fields because of its advantages such as low cost, high safety, flexible usability and easy maintenance. The flight control system is the core of the SUAV, which exerts a big influence on SUAV performance...