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Research on the innovation of "situation and policy" curriculum through computer modeling and data analysis 2

Research on the innovation of "situation and policy" curricu...

引用

2020 2nd international conference on computer modeling, simulation and algorithm, cmsa 2020

作者： Liu, Hui School of Economics Xiamen University Xiamen CityFujian Province China

The significant data era on the Internet is changing our daily life, learning style, working mode, et cetera, at the same time it purposes new challenges and demands for ideological and political education in universities. The research on the innovation of the "situation and policy" curriculum in colleges under the premise of the significant data era can further improve the scientificity of the "situation and policy" curriculum. Under the background of significant data era, The countermeasures of strengthen the situation and policy course effect, standardize the teaching content, gradually realize the significant data of the teaching content;combine the ideological and political classroom with the social classroom;strengthen the training of teachers;establish a scientific curriculum assessment system. Through computer modeling to analyze some factors that affect students' efficiency and grades. For example, the number of courses and assignments are taken as independent variables, and the final course score as a dependent variable, through computer modeling to establish a model of factors affecting student mark. By comparing the importance of different factors to offer a reference for the future education model. © 2020 Institute of Physics Publishing. All rights reserved.

关键词： Curricula

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simulation on escaping process in closed construction based on multiple model 2

Simulation on escaping process in closed construction based ...

引用

2020 2nd international conference on computer modeling, simulation and algorithm, cmsa 2020

作者： Wang, Wenzhao Gao, Wanchun Panjin Campus of Dalian University of Technology Dagong Road 2 Panjin CityLiaoning Province China Qingdao Campus of Naval Aviation University Qingdao CityShandong Province China

In order to obtain the optimal escaping route in closed building and evaluate the escaping time, an evacuation model was established. The cellular automata model and ant colony algorithm was utilized in this process. Firstly, the cellular automata model was used to estimate escaping time. Using distances from individual locations to the exits to build risk of each point, then the evolving process was modified by factors like ability of individuals for innovation which can reflects escaper’s health, ratio of flurried people and the rules of people entering into next floor. Besides, ant colony algorithm method was used for the optimal routine. The equations of information judgement and accumulation was used, then take the broken down exits into consideration for an innovation. In the end, estimated escaping time and optimal evaluation route of Louvre was obtained by this model as a check and through the results some suggestions in evacuation was concluded. © 2020 Institute of Physics Publishing. All rights reserved.

关键词： Ant colony optimization

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Interface Design for the Command-control Module Based on Adaptive Interaction Technology 2

Interface Design for the Command-control Module Based on Ada...

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2020 2nd international conference on computer modeling, simulation and algorithm, cmsa 2020

作者： Zhu, Shuai Qu, Jue Wang, Wei Zhao, Minrui Chen, Long Air and Missile Defense College Air Force Engineering University Xi'an710051 China School of Aeronautics Northwestern Polytechnical University Xi'an710072 China

Firstly, the concepts of three adaptive modes are introduced, and the experiment for the interface layout based on the adaptive adjustment interaction is designed, in which the speed of information identification of other 8 regions is sorted under the condition of interference of the intermediate region with fixed constraints. An adaptive interaction experiment of state monitoring parameter interface is designed, and the following conclusions are obtained: Compared with the original chart monitoring interface, the dimensionless and normalized graphical parameter interface can effectively shorten the time to discover abnormal parameters and improve the accuracy rate. © 2020 Published under licence by IOP Publishing Ltd.

关键词： Human computer interaction

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Research on Green Control algorithm of Street Lamp 2

Research on Green Control Algorithm of Street Lamp

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2020 2nd international conference on computer modeling, simulation and algorithm, cmsa 2020

作者： Yang, Jinyan Guangdong Institute of Mechanical and Electrical Technology No.2 toad stone East Road Tonghe Baiyun District Guangzhou Guangdong China Guangdong Institute of Mechanical and Electrical Technology No.2 toad stone East Road Tonghe Baiyun District Guangzhou Guangdong China

As an important facility of community lighting, street lights can not only provide convenience for pedestrians or vehicles, but also improve the safety of the community. The power consumption of street lamp lighting is one of the important parts of shared power in the community. In order to solve this problem, firstly, we study the lighting control algorithm and establish the energy consumption formula;secondly, we analyse the energy consumption under different lighting control strategies;finally, we design a feasible intelligent green control algorithm. Theoretical analysis shows that intelligent green light control can effectively save energy and prolong the life of lamps and lanterns. © Published under licence by IOP Publishing Ltd.

关键词： Energy utilization

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A Distributed Ledger-based Message Board for Complex Classifier Optimization in the Fog Environments 2

A Distributed Ledger-based Message Board for Complex Classif...

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2020 2nd international conference on computer modeling, simulation and algorithm, cmsa 2020

作者： Korovin, I.S. Melnik, E.V. Klimenko, A.B. Scientific Research Institute of Multiprocessor Computer Systems Southern Federal University Chekhov Street 2 Taganrog347922 Russia Federal Research Centre Southern Scientific Centre Russian Academy of Sciences Chekhov Street 41 Rostov-on-Don344006 Russia

The paper deals with the architecture and design of the complex distributed classifier for the intelligent video surveillance systems considering the contemporary tendency to detect the abnormal or suspicious behavior of the individuals by means of behavioral features set analysis. This paper focuses on the implementation of multiagent systems concept and the distributed ledger technology to the distributed message board architecture. Two selected approaches to the distributed ledger implementation are analyzed and estimated in terms of classifiers cooperation. Some simulation results are provided and discussed in terms of time consumption. © Published under licence by IOP Publishing Ltd.

关键词： Multi agent systems

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Research on music education model by using computer music technology in colleges 2

Research on music education model by using computer music te...

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2020 2nd international conference on computer modeling, simulation and algorithm, cmsa 2020

作者： Zhou, Yang Music Education College of Guangxi Arts University- Nanning Guangxi Province530022 China

Against the background of new teaching conditions and the rapid development of computer technology, computer music technology serves as the important method in modern music teaching. The object of this article is to have a study of the methods and models of university music education under the reform of technology in computer music. In this article, students majoring music majors and non-music majors of the Art University are the subject of the survey. They are divided into professional classes (N=50) and non-professional classes (N=50). The professional classes use computer music technology for practical teaching, and Non-professional classes use traditional music to teach. After the experiment, the degree of mastery of the music professional knowledge of the two classes and the acceptance of computer music teaching and traditional music teaching methods were investigated and analyzed. The results of the study show that the introduction of computer music production technology can motivate students to participate in learning, allowing students to experience the charm of music and enrich the content of music knowledge in an intuitive and vivid situation. © 2020 Institute of Physics Publishing. All rights reserved.

关键词： Students

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Multi-Robot Path Planning Method Based on Prior Knowledge and Q-learning algorithms 2

Multi-Robot Path Planning Method Based on Prior Knowledge an...

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2020 2nd international conference on computer modeling, simulation and algorithm, cmsa 2020

作者： Li, Bo Liang, Hongbin Department of Computer Science and Engineering Chongqing University of Technology 69 Red Light Street Banan District Chongqing China

The path planning method based on prior knowledge and Q-learning algorithm proposed in this paper solves the problems of low operating efficiency and slow learning speed in existing multi-robot coordination and collision avoidance. This method can be divided into two stages. Firstly, the improved Q-learning algorithm is used to plan the static collision free path of a single robot in the built model;After the Q-table is initialized with the prior knowledge obtained in the previous step, the Q-learning algorithm is used to achieve conflict-free motion among multiple robots. Finally, the simulation experiment shows that the proposed path planning method based on prior knowledge and Q-learning algorithm performs well in handling collision avoidance path planning of multiple robots. © Published under licence by IOP Publishing Ltd.

关键词： Collision avoidance

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The establishment of the logical model of the internet of things application system 2

The establishment of the logical model of the internet of th...

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2020 2nd international conference on computer modeling, simulation and algorithm, cmsa 2020

作者： Song, Yuxiang Li, Yijie Data science and Computer College of Guangdong Peizheng University Guangzhou China

In order to build the Internet of things system, it is necessary to establish a feasible and reasonable mathematical model. Based on the application of embedded technology, Internet technology, communication technology and other scientific and technological methods of Internet of things system, a complete logic model of Internet of things application system is established. The logical model is the theoretical basis for the formation of the Internet of things system. It is the supplement and improvement of Internet of things application system. It is the collection and induction of discrete Internet of things. Practice has proved that the establishment of the logical model of the Internet of things system makes up for the deficiency of the application technology of the Internet of things and makes the application system of the Internet of things more perfect. It realizes the real-time sharing of environment and state information between the objects of the Internet of things, and realizes the collection, transmission, processing and application of the Internet of things system. © 2020 Institute of Physics Publishing. All rights reserved.

关键词： Internet of things

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Performance Analysis of SWIPT System with Imperfect Channel State Information 2

Performance Analysis of SWIPT System with Imperfect Channel ...

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2nd international conference on computer, Big Data and Artificial Intelligence, ICCBDAI 2021

作者： Zhang, Chenxi Meng, Chao Yang, Yu Gao, Yan School of Networks and Telecommunications Engineering Jinling Institute of Technology Nanjing211169 China College of International Education Jinling Institute of Technology Nanjing211169 China

This paper studies the system performance of the multiple-input-single-output (MISO) system using simultaneous wireless information and power transfer (SWIPT) technology under imperfect channel state information. A power split strategy is used in the receiver, which divides the received radio frequency (RF) signal into two parts, one part is directly used for signal decoding, and the other part is used as energy harvesting. This paper studies the optimization of system channel capacity under the constraints of harvested energy and the transmission rate. The resulting optimization problem is a two-layer non-convex optimization one, which is simplified by Cauchy-Schwarz inequality. Through the linear search of the energy division ratio in its value range, it becomes a one-dimensional optimization problem only related to the transmission power, which can be solved by CVX. The simulation results verify the effectiveness of the algorithm. © 2022 Institute of Physics Publishing. All rights reserved.

关键词： Energy transfer

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Stock Price Prediction Based on CPP-GAM 2

Stock Price Prediction Based on CPP-GAM

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2020 2nd international conference on computer modeling, simulation and algorithm, cmsa 2020

作者： Li, Yong Bai, Mingrui Liu, Jianguo Computer Science and Engineering NorthWest Normal University China Shanghai University of Finance and Economics Institute of Fin.tech China

Based on the generalized additive model, we propose a CPP-GAM algorithm which transforms the non-linear problem into a linear one. We apply this algorithm to predict the closing price of international and domestic stocks. We train the history data of stocks through back-fitting algorithm. In order to make the effect of prediction better, we get trend lines based on the method of changing point prediction, the regressive algorithm of OLS, and the Fourier series. Through a large number of empirical data analysis, we found the predictive accuracy of CPP-GAM algorithm is 89%, which is 15% higher than that of RBN, SVM, SSA-SVM and so on. © Published under licence by IOP Publishing Ltd.

关键词： Forecasting

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