Citation:
Zhang Shihai, Zhang Shizhong, Duan Huijie. Cluster Analysis Method of K-means-based for Scheme Design of High-rise Structure. Journal of Information Technologyin Civil Engineering and Architecture,
2013, 5(2): 41-45, 65.
2013, 5(2): 41-45, 65.
Cluster Analysis Method of K-means-based for Scheme Design of High-rise Structure
Nanyang Institute of Technology, Nanyang 473004, China |
In the basic idea of k-means clustering algorithm and its criterion function, step process, the cluster analysis theory and method into intelligent design of high-rise structure were introduced in this paper.The high-rise structure of intelligent design case retrieval method based on the K-Means clustering analysis method was established.By the given engineering application, the process of clustering results and their spatial distribution, the evaluation function JW with the curves of the increase in the number of iterations and JW monotonically decreasing curve with kwere obtained.The weaknesses of the method were pointed out, and the further improvement was given.Practice shows that k-means cluster analysis method can be effectively used to design case retrieval system in high-rise structures intelligent scheme, and has opened up new ways for the high-rise building intelligent design.
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