Intelligent Building Analysis Based on EM Algorithm in Generalized Linear Model with Multi-dimensional Cyclic Matrix

Author

Ding, Qian ; Tong, Hengqing ; Chen, Yajie

Author_Institution

Sch. of Urban Design, Wuhan Univ., Wuhan, China

Volume

5

fYear

2009

fDate

March 31 2009-April 2 2009

Firstpage

348

Lastpage

351

Abstract

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.

Keywords

building; regression analysis; generalized linear regression model; index system; intelligent building analysis; intelligent building feature; maximum likelihood; multidimensional cyclic matrix; recurring circulation matrix; regression coefficient; Algorithm design and analysis; Appraisal; Buildings; Costs; Fires; Information analysis; Intelligent structures; Intelligent systems; Linear regression; Maximum likelihood estimation;

fLanguage

English

Publisher

ieee

Conference_Titel

Computer Science and Information Engineering, 2009 WRI World Congress on

Conference_Location

Los Angeles, CA

Print_ISBN

978-0-7695-3507-4

Type

conf

DOI

10.1109/CSIE.2009.1096

Filename

5170556