The Study of Prediction Model of Enterprises' Operating Performance by Using Fruit Fly Optimization Algorithm Taking Intelligent Technology Industry in China for Example

被引:0
作者
Wang, Tian [1 ]
Lin, Jianbang [2 ]
Hu, Danni [1 ]
机构
[1] Guangdong Univ, Foreign Studies South China Business Coll, Guangzhou, Guangdong, Peoples R China
[2] Sun Yet Sen Univ, Nanfang Coll, Guangzhou, Guangdong, Peoples R China
来源
PROCEEDINGS OF THE THIRD INTERNATIONAL CONFERENCE ON ECONOMIC AND BUSINESS MANAGEMENT (FEBM 2018) | 2018年 / 56卷
关键词
Fruit fly optimization algorithm; Big data; Intelligent technology; Operating performance; Prediction model;
D O I
暂无
中图分类号
F [经济];
学科分类号
02 ;
摘要
With the unveiling of the "Made in China 2025" plan, the future of manufacturing has been transformed from "made in China" to "intelligent manufacturing in China" and it means that the new era of intelligent technology has come. However, there is still not a specific and effective model for predicting enterprises' operating performance because the development of intelligent technology industry in China started late. Therefore, this study applies fruit fly optimization algorithm to optimize multiple regression and construct the most appropriate model which can effectively predict the enterprises' operating performance of intelligent technology industry in China. The result shows it has good ability to optimize multiple regression by fruit fly optimization algorithm and obviously enhance the prediction performance.
引用
收藏
页码:392 / 395
页数:4
相关论文
共 16 条
[1]  
Chung W., 2016, RELATIONSHIP FIRM PE, P30
[2]  
Duquette D.J., 1993, GOVT ACCOUNTANTS J, V2, P27
[3]  
Lee C.F., 2013, ENCY FINANCE, P274
[4]   A hybrid annual power load forecasting model based on generalized regression neural network with fruit fly optimization algorithm [J].
Li, Hong-ze ;
Guo, Sen ;
Li, Chun-jie ;
Sun, Jing-qi .
KNOWLEDGE-BASED SYSTEMS, 2013, 37 :378-387
[5]  
Liu Liqun, 2015, COMPUTER TECHNOLOGY, P94
[6]  
Lu Y.J., 2011, EMPIRICAL STUDY INTE, P18
[7]  
MEGNA P, 1993, AM ECON REV, V83, P265
[8]  
Pan W.C., 2013, FRUIT FLY OPTIMIZATI, P71
[9]  
Pan W.C., 2011, Journal of Taiyuan University of Technology: Social Science Edition, V29, P1
[10]  
Szilagyi A.D., 1990, ORG BEHAV PERFORMANC