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

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

引用

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 music education model by using computer music technology in colleges 2

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

引用

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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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...

引用

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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Stock Price Prediction Based on CPP-GAM 2

Stock Price Prediction Based on CPP-GAM

引用

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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Breast Cancer Prediction Based on K-Means and SOM Hybrid algorithm 2

Breast Cancer Prediction Based on K-Means and SOM Hybrid Alg...

引用

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

作者： Lin, Haoquan Ji, Zhenzhou School of Computer Science and Technology Harbin Institute of Technology Weihai Weihai China

Breast cancer is one of the most serious diseases that threaten women's health, affecting about 12.5% of women worldwide. Early detection of breast cancer is critical to saving lives. Therefore, If the physical examination indicators related to the human body can be extracted and the breast cancer can be analyzed through machine learning, which will play a key role in predicting and preventing breast cancer. As the high complexity and low precision of SOM neural network algorithm and shortcomings of K-means clustering algorithm needs to determine the number of clustering advanced and randomly select initial clustering centers, a hybrid algorithm combining K-means and SOM neural network is proposed in this study. The results show that the hybrid algorithm can accurately cluster the data sets, and compared with K means model and SOM neural network model, the performance of the hybrid algorithm model is better in clustering accuracy and computing speed. © Published under licence by IOP Publishing Ltd.

关键词： Neural network models

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Research on Traffic Optimization Scheme of SDN Network Based on ME-HMM 2

Research on Traffic Optimization Scheme of SDN Network Based...

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

作者： Yang, Yanchun Sun, Hongfeng School of Data and Computer Science Shandong Women's University Jinan China

In this paper, a traffic optimization scheme based on Maximum Entropy- Hidden Markova Model (ME-HMM) in Software-Defined Networking (SDN) networks is proposed in order to resolve the load imbalance in SDN architecture. First, the data flow generated by the host in the SDN network was monitored, and denoising and analyzing would be carried out with the maximum entropy (ME) model to predict the network traffic for a period of time in the future, then the controller would be deployed. Next, the traffic flow was evaluated with Hidden Markova Model (HMM) and the deployment was optimized in the SDN control plane. With the feedback information, the scheme could optimize SDN network traffic and promote load balancing. © Published under licence by IOP Publishing Ltd.

关键词： Entropy

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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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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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Geometric Drawing Method for Form-finding and Force-finding to Triangular Prism Tensegrity with End Surfaces not Paralleled 2

Geometric Drawing Method for Form-finding and Force-finding ...

引用

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

作者： Shang, Renjie Zhao, Yicheng Yin, Zhiqiang Central Research Institute of Building and Construction Co. Ltd Mcc Group Beijing100088 China

The triangular prism tensegrity with arbitrary triangle bottom and end surfaces not paralleled is the most common type tensegrity structure. A geometric drawing method with four steps' process for form-finding was given based on the properity of tensegrity structure, and the degree of freedom for form-finding was analysied. The force-finding method with ten steps' process was given after form-finding, and the self-balancing internal forces was obtained by measuring the lengths of correspondant line segements. The geometric drawing method was carried out in CAD software by an example, and the example tensegrity structure obtained by the method was analysed by finite element method software, the correctness of the method was verified. The form-finding method is the geometric implementation of the force density method, and the process is intuitive and controllable, it is suitable and operational for triangular prism of tensegrity structures of any shape. © 2020 Published under licence by IOP Publishing Ltd.

关键词： computer aided design

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