PARAMETER ESTIMATION OF VARIOGRAM MODEL BY USING
INFORMATION ENTROPY WEIGHTED REGRESSION
1)Department of Survey Engineering and Geomatics,Central South University,Changsha 410083
2)Key Laboratory of Precise Engineering Surveying & Deformation Disaster Monitoring of Hunan Province,
Changsha 410083
Abstract The information entropy theory was introduced into parameter estimation of variogram model,to improve weighting method of weighted polynomial regression using the entropy weight method.An experiment was taken with real deformation monitoring data,considering the influence of both distance and the number of point pairs at the same distance.The experimental results show that the variogram model determined by information entropy weighted regression is more reasonable,and interpolating prediction is more accurate.
Pan Jiabao,Dai Wujiao,Zhang Zhetao et al. PARAMETER ESTIMATION OF VARIOGRAM MODEL BY USING
INFORMATION ENTROPY WEIGHTED REGRESSION[J]. jgg, 2014, 34(3): 125-128.
Pan Jiabao,Dai Wujiao,Zhang Zhetao et al. PARAMETER ESTIMATION OF VARIOGRAM MODEL BY USING
INFORMATION ENTROPY WEIGHTED REGRESSION[J]. jgg, 2014, 34(3): 125-128.