DocumentCode
3774195
Title
The Prediction on Residential Real Estate Price Based on BPNN
Author
Hongbin Xue
Author_Institution
Dept. of City Manage., Hunan City Univ., Yiyang, China
fYear
2015
fDate
6/1/2015 12:00:00 AM
Firstpage
1008
Lastpage
1013
Abstract
The paper brings up a mixed optimizing model based on IPSO-BPNN. The model has used IPSO to optimize the definition of original weights and threshold value. We take the real estate market in Changsha as an example. This algorithm can be applied in the price prediction of residential property.
Keywords
"Neural networks","Correlation","Particle swarm optimization","Predictive models","Prediction algorithms","Training","Analytical models"
Publisher
ieee
Conference_Titel
Intelligent Computation Technology and Automation (ICICTA), 2015 8th International Conference on
Type
conf
DOI
10.1109/ICICTA.2015.256
Filename
7473474
Link To Document