Study on China's Population Prediction Based on GA-BP and Metabolic Model

被引:0
作者
Wang Shizhong [1 ,2 ]
Liu Weidong [1 ]
Cao Zhenyu [3 ]
机构
[1] Zhejiang Univ, Coll SE Land Management, Hangzhou 310029, Zhejiang, Peoples R China
[2] Zhejiang Univ Finance & Econ, Hangzhou 310018, Zhejiang, Peoples R China
[3] Zhejiang Univ Technol, Hangzhou, Zhejiang 310014, Peoples R China
来源
RECENT ADVANCE IN STATISTICS APPLICATION AND RELATED AREAS, VOLS I AND II | 2009年
关键词
GA-BP; Metabolic Model; Population Prediction;
D O I
暂无
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
This paper established the GA-BP model by the BP neural network improved by GA, and China population prediction model based on GA-BP and metabolic model was also constructed by the introduction of metabolic model. Finally, by the use of yearly net value-added of 1980-1999 and through software programming in MATLAB6.5, yearly population size of 2000-2007 was predicted and compared with the values predicted by other methods. The results indicate that the population prediction model based on GA-BP and metabolic model is an effective method of population prediction.
引用
收藏
页码:1655 / 1659
页数:5
相关论文
共 4 条
[1]  
[Anonymous], EC GEOGRAPHY
[2]  
HUI XF, 2002, STUDY QUANTITATIVE E, P80
[3]  
MEN KP, 2004, STUDY QUANTITATIVE E, P12
[4]  
[王雪青 Wang Xueqing], 2007, [土木工程学报, China Civil Engineering Journal], V40, P93