Title :
Application of Fuzzy Clustering Iterative Model in Classification of Geologic Environment Quality
Author :
Yu, Xuefeng ; Zhang, Zhongyuan
Author_Institution :
Hydraulic & Hydropower Eng., Univ. of Heilongjiang, Harbin, China
Abstract :
Geologic environment quality (GEQ) have a serious influence on engineering construction. So classifying GEQ becomes especially important. In this paper, fuzzy clustering model is used to classify GEQ and classification number affects the results has been analyzed. Combining with an engineering case, the rationality of classification results has been analyzed and satisfactory result has been obtained. At the same time, this paper analyzes application of binary comparison method on clustering classification.
Keywords :
fuzzy set theory; geology; geophysics computing; iterative methods; pattern classification; pattern clustering; GEQ classification; binary comparison method; classification number; clustering classification; engineering construction; fuzzy clustering iterative model; geologic environment quality; Analytical models; Eigenvalues and eigenfunctions; Forecasting; Geology; Rivers; Stability analysis; Vectors; cyclic iterative; fuzzy clustering model; geologic classification;
Conference_Titel :
Biomedical Engineering and Biotechnology (iCBEB), 2012 International Conference on
Conference_Location :
Macau, Macao
Print_ISBN :
978-1-4577-1987-5
DOI :
10.1109/iCBEB.2012.80
