Research on a Comprehensive Evaluation Model of New Urbanization Based on Support Vector Machines

ICCREM 2016 ◽  
2017 ◽  
Author(s):  
Qingpeng Man ◽  
Wengang Zhang ◽  
Li Liu
Keyword(s):  
Support Vector Machines ◽  
Comprehensive Evaluation ◽  
Evaluation Model ◽  
Support Vector ◽  
Vector Machines ◽  
Comprehensive Evaluation Model ◽  
New Urbanization

scholarly journals Evaluation of SMEs’ Credit Decision Based on Support Vector Machine-Logistics Regression

2021 ◽  
Vol 2021 ◽  
pp. 1-10
Author(s):  
Rui Xie ◽  
Rui Liu ◽  
Xian-Bei Liu ◽  
Jia-Ming Zhu
Keyword(s):  
Decision Making ◽  
Credit Risk ◽  
Comprehensive Evaluation ◽  
Evaluation Model ◽  
Evaluation Index System ◽  
Classification Model ◽  
Support Vector ◽  
Logistics Regression ◽  
Vector Machines ◽  
Comprehensive Evaluation Model

This article uses support vector machines, logistics regression, and other methods for the comprehensive evaluation of credit decision-making of small, medium, and microenterprises and comprehensively uses software programming such as MATLAB and SPSS Modeler to solve the problem. The results, such as credit risk evaluation index system, credit risk classification model, and credit decision-making comprehensive evaluation model, are obtained. Finally, this article starts from the credit decision of small, medium, and microenterprises and provides theoretical and practical suggestions for banks to control the risks of small, medium, and microenterprises and their own development.

On Evaluation Model of Green Technology Innovation Capability of Pulp and Paper Enterprise Based on Support Vector Machines

2014 ◽  
Vol 886 ◽  
pp. 285-288 ◽  
Author(s):  
Zhi Fang Zhou
Keyword(s):  
Support Vector Machines ◽  
Evaluation Method ◽  
Technology Innovation ◽  
Evaluation Model ◽  
Green Technology ◽  
Pulp And Paper ◽  
Evaluation Index System ◽  
Support Vector ◽  
Innovation Capability ◽  
Vector Machines

Based on the analysis of the concept of green technology innovation capability, this paper not only structures the evaluation index system of green technology innovation capability in pulp and paper enterprises, builds the evaluation model of green technology innovation capability for pulp and paper enterprises based on Support Vector Machines with Radial Basis Function kernel, but also achieves the optimization of kernel function parameters, penalty factors and insensitive parameters based on a heuristic algorithm for tuning hyper-parameters. This model is more suitable for pulp and paper enterprises to evaluate green technology innovation capability, compared with the evaluation method of BP neural network.

The Bottleneck of New Urbanization Development and Strategy

2014 ◽  
Vol 962-965 ◽  
pp. 2564-2567
Author(s):  
Bao Ku Qi ◽  
Hong Xue
Keyword(s):  
Comprehensive Evaluation ◽  
Evaluation Model ◽  
Scientific Basis ◽  
Key Factors ◽  
Chinese Characteristics ◽  
Comprehensive Evaluation Model ◽  
New Type ◽  
Urbanization Development ◽  
National Congress ◽  
New Urbanization

<p>The Eighteenth National Congress of the Communist Party of China proposed to not move to the new path of urbanization with Chinese characteristics, and stressed the concept of the "new". This paper analyzed the new type of urbanization in our country development present situation and discussed the new urbanization development bottleneck. By establishing the gray comprehensive evaluation model based on AHP, find out the key factors hindering the development of the new type of urbanization in our country and put forward the corresponding strategy owning to the size of the bottleneck influence and provided scientific basis for the development of new type of urbanization.</p>

Intelligent Lighting Control System in Large-Scale Sports Competition Venues

2018 ◽  
pp. 172-182 ◽  
Author(s):  
Shengmin CAO
Keyword(s):  
Control System ◽  
Large Scale ◽  
Comprehensive Evaluation ◽  
Evaluation Model ◽  
Fuzzy Comprehensive Evaluation ◽  
Practical Significance ◽  
Lighting Control ◽  
Sports Events ◽  
Planning And Design ◽  
Comprehensive Evaluation Model

This paper mainly studies the application of intelligent lighting control system in different sports events in large sports competition venues. We take the Xiantao Stadium, a large­scale sports competition venue in Zaozhuang City, Shandong Province as an example, to study its intelligent lighting control system. In this paper, the PID (proportion – integral – derivative) incremental control model and the Karatsuba multiplication model are used, and the intelligent lighting control system is designed and implemented by multi­level fuzzy comprehensive evaluation model. Finally, the paper evaluates the actual effect of the intelligent lighting control system. The research shows that the intelligent lighting control system designed in this paper can accurately control the lighting of different sports in large stadiums. The research in this paper has important practical significance for the planning and design of large­scale sports competition venues.

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