Intelligent Building Analysis Based on EM Algorithm in Generalized Linear Model with Multi-dimensional Cyclic Matrix
Computer Science and Information Engineering, World Congress on (2009)
Los Angeles, California USA
Mar. 31, 2009 to Apr. 2, 2009
Evaluation method is a key part in the analysis of intelligent building features. In this paper, we propose an index system with 35 indexes to evaluate the architecture. Then we construct a generalized linear regression model on the condition that both dependent variables and regression coefficients can be estimated. Moreover we calculate the maximum likelihood of parameters by using EM algorithm and recurring circulation matrix to avoid the summations and circulations. Our algorithm can generate satisfactory weight of indexes.
H. Tong, Y. Chen and Q. Ding, "Intelligent Building Analysis Based on EM Algorithm in Generalized Linear Model with Multi-dimensional Cyclic Matrix," 2009 WRI World Congress on Computer Science and Information Engineering, CSIE(CSIE), Los Angeles, CA, 2009, pp. 348-351.