Proceedings of the 2018 International Conference on Mathematics, Modelling, Simulation and Algorithms (MMSA 2018)

Session: Statistics Analysis and Research

22 articles
Proceedings Article

A Bayesian Approach for Seismic Inversion at Roncott Research Area

Yaoting Lin, Wei Zhou, Wenyuan Liao
In this paper, we embedded the genetic algorithm (GA) into the inner loop of the simulated annealing (SA) with a special design. The new method will boost the tunability of the searching process by providing two scales of regulation in seismic inversion problem. Moreover, a quantified uncertainty of...
Proceedings Article

An Investigation on a Pattern of Virtual Executive Stock Option Based on Multidimensional Performance Indices

Changzheng Zhang, Jiao Zhang
Based on the limitations in practice of the executive stock option (ESO) in China, the paper proposes “a pattern of virtual ESO based on multidimensional performance indices” by integrating the advantages of the standardized patterns of the ESO in the western countries. The new pattern adopts the refined...
Proceedings Article

Cyclic Bayesian Network for Software Project Iterative Process

Guoping Jiang, Mingkui Ren
Aim at the Cyclic Bayesian Network, discusses the convergency of the ring’s probability distribution. Simplify a cycle to a Simple-Cycle via node elimination operation, probability convergency of the cycle is proved. Based on cycle’s probability convergency, probability propagation method is proposed.
Proceedings Article

Statistical Analysis of the Effects of Mn and Cr Contents on Mechanical Properties of Deformed Steel Bar

Jincai Chang, Zhuo Wang, Tong Xiao, Xing Xin
China's steel industry is trapped both at home and abroad nowadays. Steel companies need to improve their competitiveness in terms of cost control and product effectiveness. Based on this background, the effect of chemical elements on the mechanical properties of steel bars is studied in this paper....
Proceedings Article

Applicability and Correction of ERA - Interim Reanalysis Precipitation Dataset in the Upper Reaches of the Yangtze River

Xiaofan Zeng, Qifang He, Na Zhao, Yiran Bai, Ruoyu Zhang
Based on the reanalysis data of ERA-interim, combined with the precipitation data of the measured sites in the basin, the reanalysis data in the upper reaches of the Yangtze River is studied. Calculating watersheds as well as the station annual precipitation, multi-year average precipitation. Using the...
Proceedings Article

A Method of Measuring and Analyzing the Regularity of Human Gait

Jing Gao, Yahui Cui, Xiaomin Ji, Xupeng Wang
There are differences between normal and abnormal gait performance. Gait analysis can help clinicians to evaluate the rehabilitation of disease. The aim of the paper is to establish a method of measuring gait features based on the optical motion capture device. This experiment was conducted on a young...
Proceedings Article

The Probabilistic Analysis of the Possibilities to Keep “Organism Integrity” by Continuous Monitoring

Andrey Kostogryzov, Andrey Nistratov, George Nistratov, Oleg Atakishchev, Sergey Golovin, Leonid Grigoriev
The approach to estimate the effectiveness of continuous monitoring of organism conditions is proposed. The probabilities to keep “acceptable integrity” of an organism for the given period of time ”in future” are estimated in application of different life conditions. The results of the probabilistic...
Proceedings Article

Vector Representation of Words for Detecting Topic Trends over Short Texts

Liyan He, Yajun Du, Lei Zhang
It is a critical task to infer discriminative and coherent topics from short texts. Furthermore, people not only want to know what kinds of topics can be extract from these short texts, but also desire to obtain the temporal dynamic evolution of these topics. In this paper, we present a novel model for...
Proceedings Article

Research on Game Strategy between Node Enterprises in Thermal Coal Supply Network

Jikai Huang
The main purpose of this paper is to study the relationship between the costs and profits of coal enterprises and coal-fired power plants based on the game strategy under different factors. By analyzing the status quo of coal supply nodes, the article analyzes the game of coal supply enterprises in the...
Proceedings Article

Spatial Variability and Relationship of Spectral Reflectance and Growth Status to Corn Canopy in the Different Growth Stage

Shuqiang Li
In order to finding a convenient way of acquiring chlorophyll spatial distribution in different growth stage, the canopy reflectance of corn seedling and the relationship between the spectral reflectance of corn seeding and growth were analyzed. The results indicated that the spatial variability of the...
Proceedings Article

Analysis of Renewable Energy in Four States of USA

Bingjun Li, Yuan Wang, Yiteng Gao, Linke Zhu
Four states, California (CA), Arizona (AZ), new Mexico (NM) and Texas (Texas), have to use clean and renewable energy to form a new energy contract for the purpose of solving the energy challenge. Due to the complexity of the influencing factors, regression models may lead to deviations, so factor analysis...
Proceedings Article

Impact Mechanism and Effect of Financial Development on Industrial Agglomeration in China

Xiaowei Yang, Jianjun Xu
Based on the perspective of financial function, this paper firstly analyzes the promoting mechanism of financial development on industrial agglomeration, and then takes manufacturing industry for example and constructs the cross-provinces panel data model to analyze the effects of financial development...
Proceedings Article

Simulating the Quantitative Variation of Language Speakers under Globalization

Zhen Song, Jiaqian Chen, Xiao Han
This paper analyzes the quantity changes of speakers among the major languages in the world. We apply trend extrapolation to forecast native speakers. Meanwhile, we apply Markov chain to simulate the process of migration and learn dynamic changes of non-native speakers. We conclude that Mandarin Chinese...
Proceedings Article

Research on Influence of Temperature Variation on Deformation of Inflatable Wing Skin Film

Longbin Liu, Zhengyu Jiang, Ke Peng, Fan Hu, Huabo Yang
With many advantages of foldable, small size, good portability, easy loading and transportation, rapid deployment, and easy launch, the flexible inflatable wing has attracted the attention of scholars and engineers abroad. However, the ambient temperature variation directly affects the internal pressure...
Proceedings Article

Economic Growth, Independent Innovation and Industrial Structure: Evidence from Beijing, Tianjin and Hebei

Zhenxin Wu, Zhixian Du
We use semi-parametric panel space vector auto-regression approach and impulse response function to analyze the dynamical interplay among economic growth, independent innovation and industrial structure in Beijing, Tianjin and Hebei. Estimation results show that, independent innovation and industrial...
Proceedings Article

The Construction of the Resources Recommendation Platform in University Libraries

Jingjing Liu, Jianxin Tian
On the basis of a comprehensive analysis of the studies on the resources acquisition pattern in university libraries and Patron-Driven Acquisition at home and abroad, this paper focuses on the design and development of online recommendation system of university libraries resources, with the technology...
Proceedings Article

Informatization Literacy in Medical College Students

Na Wang, Jinguo Wang
The number of medical documents has increased sharply. The content is rich and the form is constantly updated. The service method of medical information has been developed and expanded extensively. The management of medical information tends to be open and used independently. In the environment of medical...
Proceedings Article

A Hardware Trojan Detection Technique Based on Rapid Trigger and Reducing Resource Consumption

Shenghua Yang, Lei Li, Jianhao Hu, Wanting Zhou, Xueying Li
The insidious of Hardware Trojans (HT) makes it hardly to active in the Integrated Circuit(IC). We designed a special structure, been named AND-AND or OR-OR, which is inserted in the critical points that HT is liable to insert by analyze the characteristics of the IC. Then the state turnover rate of...
Proceedings Article

Design and Research of the Spoken English Test System Based on Node.js

Yansong Cui, Zhongyuan Yu, Jianming Huang
Online spoken English test system has become one of the most important methods of examination in the Internet era. Compared with the traditional software developed by C++/C#, this paper mainly uses Nw.js development framework based on Node.js platform, which reduces the cost and difficulty of system...
Proceedings Article

Review of Comprehensive Assessment of Power Transformer

Cuiling Zhang, Yi Ning, Yahe Shi
Since the power transformer is an important kind of electric power equipment in power system, in this paper, comprehensive evaluation of power transformer are divided into three parts: power transformer operation status, fault diagnosis and repair strategies. Furthermore, the evaluation methods of comprehensive...
Proceedings Article

Design and Application of Calibration Current Source for UHVDC Current Transformer

Hao Pan, Ke Wang, An Wang, Fangrong Zhou
The direct current (DC) current transformers in ultra high-voltage direct current (UHVDC) converter stations have problems such as inconvenient on-site calibration. In order to solve these problems, according to the impedance characteristics of the UHVDC current transformers, the current output scheme...
Proceedings Article

Research on the construction of Maritime Intelligent Emergency Command System

Haoqiong Hu, Keyi Zhu, Hu Liu
Since the power transformer is an important kind of electric power equipment in power system, in this paper, comprehensive evaluation of power transformer are divided into three parts: power transformer operation status, fault diagnosis and repair strategies. Furthermore, the evaluation methods of comprehensive...