Proceedings of the 2019 International Conference on Mathematics, Big Data Analysis and Simulation and Modelling (MBDASM 2019)

Session: Mathematical Statistics and Numerical Analysis

20 articles
Proceedings Article

Study on Mathematical Validity Learning Strategy of SPOC Platform

Shu Fang, Zaiqiang Ku
Internet + Education has a good development prospect. The SPOC platform can make offline classrooms more dynamic, but SPOC is currently used less in basic education.The article firstly divides the learning factors that affect mathematics effectiveness into curriculum design and implementation, individual...
Proceedings Article

Research on Existential Problems Based on Drawer Principle

Wenrong Jiang
The principle of drawer, also known as the "pigeon (nest)" principle, is a common method for solving existential problems. It was first proposed by the German mathematician Dirichlet. Therefore, it is also known as the Dirichlet principle in mathematics. In this paper, the combination of algorithms and...
Proceedings Article

Preference-based Evolutionary Many-objective Optimization for Regional Coverage Satellite Constellation Design

Minghui Xiong, Wei Xiong
For the satellite constellation design problem, the computational complexity of regional coverage performance evaluation has posed great difficulty to classical Pareto dominance-based algorithms discovering the entire Pareto front of the problem, while the decision makers are often interested in a limited...
Proceedings Article

An Improved Algorithm of Parameter Kernel Cutting Based on Complex Fusion Image

Yongxiang Zhang, Tiantian Meng, Zhuhong Shao, Liang Yan
Aiming at the problem that the color image with more detailed textures is not highly segmented in the image segmentation process, a PKGC image segmentation method based on improved edge detection difference ratio is proposed. The method first constructs an energy function by using a parametric kernel...
Proceedings Article

Behavior of a First Variation under an Analytic Feynman Integral and a Convolution

Sik Kim Young
We investigate the behavior of a first variation under an analytic Feynman integral and a convolution for cylinder functions〖 f((h_1,x)〗^~,⋯,(h_n,x)^~ ) and we prove that the analytic Wiener integral and the analytic Feynman integral of the convolution of two cylinder functions can be successfully...
Proceedings Article

The Erroneous Application and Countermeasures of Return Analysis in Sports Research

Xiuying Han
On the basis of widely reading papers published in the 13 core Chinese journals recently and with methods of literature review, expert interview and questionnaire, this paper points out the problem concerning regression in sports research, such as the model examination, the content of the case study,...
Proceedings Article

The Application of Analytic Hierarchy Process and Fuzzy Mathematics Analysis in Risk Management

Yue Zhao
In the safety management system, risk management is the core and it is the key to complete risk management for scientific risk evaluation. However, in the previous risk evaluation, the safety sheet inspection technique is often used. Also, workers’ experience is referred to roughly estimate the risk...
Proceedings Article

Oscillatory Correlations of Nonlinear Stochastic Energy Harvesting System

Ping Zhu
The auto-correlation and cross-correlation of a nonlinear stochastic energy harvesting system are studied by stochastic simulation method, which show periodic oscillation and gradual attenuation, implying that the nonlinear stochastic energy harvesting system possesses complex dynamical behaviors. Among...
Proceedings Article

The Disposition Effect and Risk Preference in Losses

Wenhui Li, Guohua Chen
We examine whether the risk preference in losses increase the disposition effect. We take 9526 investors’ annual trading data of a large china’s futures company in 2013 as an example. The results show that most of investors have disposition effect, only the professional investors have a moderate risk...
Proceedings Article

Factors That Influence Revenue Non-equalizing

Shanjun Liu, Juncheng Li
Income inequality is an inevitable phenomenon in each country. National government can use the macroeconomic policy. This paper is try to find a relationship between the factors of index systems of macroeconomics and income inequality. Based on the factors of macroeconomics in world bank data, we acquire...
Proceedings Article

Sparse Signal Recovery Based On A Mixture Distribution

Hongjie Wan, Haiyun Zhang
Based on the sparse characteristic of most signals under some transformation, compressive sampling has been brought out to replace the traditional Nyquist theory based sampling. This paper presents a Bayesian method to recovery the original signal from compressed measurements. A hierarchical Bayesian...
Proceedings Article

Application of Pattern Filtering Method in Cross-hole Tomography Signal Processing

Miaorong Lv, Xu Liu
Noise reduction and signal separation are very important basal works in signal processing. Pattern Filtering Method(PFM) , which is introduced as a new method for signal processing in this article, is applied to cross-hole tomography signal processing. Acoustic Computed Tomography (CT) signal with noise...
Proceedings Article

Research on Fault Diagnosis Method of Rotating Machinery Based on Extreme Learning Machine

Dequan Yu, Yang Wang, Wenbo Wu, Hongyong Fu, Ke Wang
The space station has gradually entered the world. It is equipped with centrifuges for variable gravity experiments. The stagnation of centrifuge may lead to the increase of motor current, which may lead to fire. Vibration signal of centrifuge is unstable and asymmetric. Secondly, the first order modal...
Proceedings Article

Performance Analysis of PostgreSQL and MongoDB Databases for Unstructured Data

Yinyi Cheng, Kefa Zhou, Jinlin Wang
The storage of unstructured data plays an important role in the implementation of big data environment, thus, choosing an efficient database can provide an excellent solution for data mining. In this paper, two database technologies, MongoDB and PostgreSQL, are used as performance tests for storing unstructured...
Proceedings Article

Analyzing the Stack Sequence Based on the Legal Stack Sequence Algorithm

Wenrong Jiang
The stack is a very special data structure that can only be inserted and deleted on its side, and is a very special linear table. It in accordance with the first to go out of the order of the principle of data storage, that is, first entered the data into the bottom of the stack, the last entry into...
Proceedings Article

Study on Time-of-Use Power Price on Demand Side Based on Game Theory

Ruixin Chen, Wei Liu, Hao Yu
Demand response plays an important role in realizing power supply and demand balance as well as optimizing resource allocation. In an increasingly open market environment, it is necessary to study the interests of each participant in demand response and formulate a reasonable and effective response mechanism....
Proceedings Article

A Computer-aided Analysis of the Causes of College Students’ Learning Disability

Xiyuan Wu, Meng Ni, Songjie Feng, Chao Liu, Xinjie He, Borong Ma
The problem of college students’ learning disability is one of the problems that need to be solved in universities. This paper aims at the college students’ learning disability and applies linear regression model to analyze the relationship between learning behavior and achievements of students. It concludes...
Proceedings Article

Evaluation of University Science Technological Innovation Capability Based on Improved Grey Relational Projection Method

Long Zhang, Ramir S. Austria, Wenyan Li
In order to objectively and effectively evaluate the scientific and technological innovation capability of colleges and universities, an evaluation index system including science and technology input, achievement output and transformation, and scientific and technological innovation support was established....
Proceedings Article

Sentiment Analysis Augmented by Emoticons

Linyu Li
Social media platforms are the main resources to collect people’s sentiments and opinions. We can extract quantities of useful information from the social network. Weibo is the most popular social networking application in China. In this paper, we’ll describe our attempts at producing a state-of-art...
Proceedings Article

A Semantic Path Based Approach to Match Subgraphs from Large Financial Knowledge Graph

Ziao Wang, Xiaofeng Zhang, Yang Hu
In the past, people studied the stock market based on the assumption that the stock entity is known to be affected by the news. However, due to this assumption, these methods inevitably ignore the news without stock entities, and many news without stock entities will also have a significant impact on...