Proceedings of the 2018 3rd International Conference on Modelling, Simulation and Applied Mathematics (MSAM 2018)

Session: Applied Mathematics and Optimization Algorithm

32 articles
Proceedings Article

Hermite-hadamard Type Inequalities for Harmonic-arithmetically Extended s-ε-Convex Functions

Ying Zheng
In the paper, the authors introduce a new concept of harmonic-arithmetically extended s-ε-convex functions and establish some inequalities of Hermite-Hadamard type for this class of functions.
Proceedings Article

Association Rule Classification and Regression Algorithm Based on Frequent Itemset Tree

Ling Wang, Hui Zhu, Ruixia Huang
The categorization association rules based on the Apriori algorithm can’t deal with the numerical data directly. When mass rules are generated, classifying the new data enjoys matching so many rules one by one as to decrease the efficiency and accuracy. Moreover, the association rules can’t be used to...
Proceedings Article

Research on Performance Quality Prediction Method of Missile Based on Grey Theory and SVM

Rui Huang, Xiaofang Liu, Xiang Zheng
Accurately grasping the performance quality status of the missile is a prerequisite for ensuring the completion of the operational task. At present,in a real missile launch exercise,in order to ensure the success of the launch,the method of fist passing the test and then launching is usually adopted.This...
Proceedings Article

Solution for a Kind of Dynamic Optimization Based on Improved Krill Herd Algorithm

Xingjun Yuan, Yulei Ge, Hao Lu
Considering a kind of dynamic optimization, an improved krill herd (KH) algorithm which is called GSA-KH is proposed in this paper. The improvements consist of three parts: 1) a good point set is constructed to obtain the initial krill population which can promote the representativeness of the initial...
Proceedings Article

Capacity Optimization of High-speed Railway Train in Established Schedule Plan Based on Improved ACO Algorithm

Hao Li, Xiaowei Liu, Kun Yang
In order to improve the transporting ability of high-speed trains, Gave the definition of the minimizing departure interval between trains, and the definition of the drawing compact diagram without considering overtaking conditions. After considering the matching coefficient of train operation, an 0-1...
Proceedings Article

Online Test Paper Composition Based on Genetic Algorithm

Wanli Song
The application of online examination is used more and more widely. Test paper composition is the core function in this application. Online examination system requires that the test paper should be quick and flexible, and the composition of questions should be reasonable and random. Test paper should...
Proceedings Article

Practical Simplified Computing Method of Natural Vibration Frequency of Cable-stayed Bridge during Construction Stage

Xingnai Wang
In this paper, the vibration analysis model of the cable-stayed bridge is established by using double-mass method, and the formula for calculating its natural frequency during construction is deduced. On this basis, the formula is simplified to obtain the estimation formula of the natural vibration frequencies...
Proceedings Article

Numerical Characteristics of Vehicle Collision Speed and Acceleration Peak

Ying Lu, Zhenyu Chen, Zhuang Zhou
In order to improve road safety, the probability distribution of vehicle collision speeds and acceleration peaks were investigated in this paper. First, based on statistical data from the National Highway Traffic Safety Administration in the U.S., the probability density function of vehicle collision...
Proceedings Article

Research on the Enumerating Equation of Rectilinear Embedding- Counting Rooted Spherical Near Quadrangulations

Liyan Pan, Yanpei Liu
This paper provides quartic functional equations satisfied by the enumerating functions of rooted planar near-quadrangulations with the size, the valency of the root-face and the number of non-rooted vertices. Rooted two edge-connected planar near-quadrangulations are also counted. The quartic and the...
Proceedings Article

Research on Adaptive UKF Algorithm in Integrated Navigation System

Jianjun Li, Junshan Li, Jianye Yang
According to the characteristics of the combined navigation system and the adaptive UKF filtering algorithm, the navigation accuracy of the integrated navigation system is improved. Firstly, the algorithm of the UKF filtering algorithm is analyzed and the characteristics of the UKF algorithm are summarized,...
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

Approximate Solution of LR Fuzzy Matrix System

Dequan Shang, Xingmin Wei, Xiaobin Guo
In this paper we proposed a general model for solving the fuzzy matrix equation AX=B in which is a crisp matrix and B is an arbitrary LR fuzzy numbers matrix. The original fuzzy equation is converted to a system of linear matrix equations by the embedding approach. The fuzzy solution is derived from...
Proceedings Article

Effectiveness Evaluation of Kill Chain Based on PCA, AHP and Entropy Weight Method

Xulong Li, Jiayu Lu, Zhanbao Gao, Yuxuan Yang
The Kill Chain is of great significance in forming systemic combat capabilities and improving combat effectiveness. Aiming at the evaluation of Kill Chain operational effectiveness, an evaluation indicator system is constructed. Principal components analysis is used to filtrate the original evaluation...
Proceedings Article

Moving Ship Detection Algorithm Based on Gaussian Mixture Model

Zuohuan Chen, Jiaxuan Yang, Zhen Kang
In order to reduce the influence of moving objects clutter in the background on the ship objects detection from ship video surveillance and improve the reliability of ship targets detection, this paper presents a method of ship objects detection using Gaussian mixture model. A Gaussian mixture model...
Proceedings Article

RGSA: A New Improved Gravitational Search Algorithm

Ruopeng Wang, Fang Su, Tongan Hao, Jilong Li
In this paper, an improved gravitational search algorithm, revolving gravitational search algorithm (RGSA) is proposed. RGSA optimizes the selection of kbest in GSA by importing revolving operator, lets agents not included in kbest have opportunity to influence other agents’ movement. RGSA could further...
Proceedings Article

Local-loop Particle Filter Based on Artificial Fish Algorithm of Big Data

Jian Yu, Yu Yan
In the paper, we proposed big data novel filtering method – Local-loop Particle Filter Based on the Artificial Fish Algorithm (LPF-AF) for nonlinear dynamic systems. Particle filtering algorithm has been widely used in solving nonlinear/non Gaussian filtering problems. The proposal distribution is the...
Proceedings Article

Application of Regularized Extreme Learning Machine Based on BIC Criterion and Genetic Algorithm in Iron Ore Price Forecasting

Futian Weng, Muzhou Hou, Tianle Zhang, Yunlei Yang, Zheng Wang, Hongli Sun, Hao Zhu, Jianshu Luo
Forecasting international iron ore is a well-known issue, BIC criterion is used to select the relevant variables of iron ore price. On the basis of the traditional extreme learning machine (ELM), the regular term is introduced to control the complexity of the model, and the genetic algorithm (GA) is...
Proceedings Article

Research on Chaos Electromagnetic Mechanism Fusion Algorithm Based on Logistic Mapping

Xunlai He, Junhui Yin, Weizhao Zhang, Zhenqian Yang
For multi-component, strong nonlinear systems, especially when considering component elasticity and gaps, it is difficult to obtain high-order information such as required gradients through calculations. It will face problems such as fewer iterations and inconspicuous optimization results, and because...
Proceedings Article

Calculation of Ship Collision Risk Index Based on Adaptive Fuzzy Neural Network

Chunze Li, Wei Li, Jun Ning
This paper combines adaptive fuzzy system and neural network to construct an adaptive fuzzy neural network. Using DCPA, TCPA raw data, speed (V), heading (C), angle (Q), distance (D) as the training input of the network, and comparing the learning results of BP neural network and adaptive fuzzy neural...
Proceedings Article

The Convergence Analysis of an Improved Newton-type Method for the Regularization of Nonlinear Ill-Posed Problems

Gui Zhang, Xiqiang Liu, Yan Zhang, Bingyu Kou
An improved Newton-type iteration method for regularizing the abstract nonlinear ill-posed operator equation is presented and also certain stopping criterion to determine the iteration is proposed in this paper by using the Newton-Landber iteration and the linear Tikhonov regularization. Under the condition...
Proceedings Article

Behavior of a Scale Factor for the Wiener Integral of a Stochastic Fourier Transform

Young Sik Kim
We investigate the behavior of a sacle factor for the Wiener integral of a stochastic Fourier transform of a measure on the abstract Wiener space.
Proceedings Article

Generation and Dynamics Analysis of N-Scroll Existence via Four Different Functions in Translation Chaotic System

Yue Liu
In the three-dimensional ordinary differential equations, a systematic methodology for generating and designing N-scroll chaotic attractors have been proposed by Liu in 2016, which was named the translation chaotic system and the translation transformation principle, respectively. In this paper, generation...
Proceedings Article

Optimizing for a Resource-constrained Multi-project Scheduling Problem with Planned Resource Unavailability

Jinwen Tian, Xingye Dong, Sheng Han
Based on a real producing scenario, we established a resource-constrained multi-project scheduling problem with planned resource unavailability model (RCMPSP-PRU) to minimize the makespan. Different from the traditional resource-constrained multi-project scheduling model, RCMPSP-PRU introduces some new...
Proceedings Article

Mechanism Analysis on Rotating Fiber for Particles Removal

Ling Shi, Yufeng Chang, Hui Zhang
Fiber filtration is an important technology to control fine particulates emission and to protect human health. The rotating interception efficiency conception is given according to a geometric model. The single and composite mechanisms about isolate rotating fiber filtration are analyzed, that mainly...
Proceedings Article

An Empirical Study of the Sustainable Growth of Listed Companies in Textile and Garment Industry in the Post-crisis Era

Zhengyan Shao
Financial crisis is profoundly impacting the development of China's textile and garment industry. This article analyzes the growth characteristics of China's listed companies in textile and garment industry in 2008-2011 using Wilcoxon signed-rank test. The results show that in the post-crisis era, the...
Proceedings Article

Voice Quality Assessment Method Based on Contribution Degree Analysis

Zhangjian Xuan, Xiaoxia Cai
In objective assessment methods of speech quality, Mel cepstrum coefficients are usually used as speech feature parameters. However, the effect of the Mel cepstrum order and the component contribution were not involve in the previous research. After determining the optimal order, the contribution of...
Proceedings Article

Asymptotic Expansion for Coupled Consolidation

John C.-C. Lu, Feng-Tsai Lin
The asymptotic expansion method is used to derive the solutions of a homogeneous isotropic strata subjected to uniform loading on the ground surface. The study develops a mathematical model for the excess pore fluid pressure and land deformation of the strata. Analytical solutions are derived through...
Proceedings Article

Empirical Research on Poverty Reduction Effect Based on Factor Analysis

Ping Xiao
This paper quantitatively analyzes the poverty reduction effect in hunan province from three aspects of economic growth, financial support and industrial development. First, use of factor analysis on the independent variables for dimension reduction, extracting a factor for regional development level...
Proceedings Article

An Empirical Analysis of the Effect of Total Factor Productivity on Manufacturing Performance

Hongbo Zhang, Jianyuan Wu, Nian Zhong
As the basic industry of national economy, manufacturing industry plays an important role in promoting China's economic development. In this paper, the total factor productivity of the manufacturing sector is calculated based on the statistics of 16 industrial sectors from 2002 to 2015. It is found that...
Proceedings Article

Interdecadal Changes of Cyclone Activities in the North of East Asia during Boreal Spring

Xueyan Yang, Shiqi Xu, Li Zhang, Yulin Qin, Mengting Pan
Based on NCEP/NCAR reanalysis data from 1961 to 2016, an objective identification algorithm was applied to identify the cyclones in the north of East Asia. In addition, the climate characteristics of the cyclone activity was investigated. The results show that the active areas of cyclones in the north...
Proceedings Article

The Upper Bound of Block Number for Group Divisible Nuclear Design with Block Size 4

Yufeng Gao
Nuclear design could be used for constructing packing and covering of a graph in combinatorial design theory. We generalize the nuclear design to group divisible nuclear design, and discuss the upper bound of block number for group divisible nuclear design with block size 4.
Proceedings Article

Distribution of Tax Morale: Evidence from Behavioral Experiments

Jian Cao, Ya Zhou
As a personal factor of taxpayers, tax morale plays an important role in tax compliance experiments. The difference of taxpayers' moral consciousness is also one of the important reasons for the difference of tax compliance game experiments. In this paper, the taxpayer's tax morale can be represented...