NDLI: Intelligent Scheme Design of High-Rise Structure for K-Means-Based Case Retrieval

Content Provider	IEEE Xplore Digital Library
Author	Shihai Zhang Changyong Wang Shujun Liu
Copyright Year	2010
Abstract	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 was introduced in this paper, the high-rise structure of intelligent design case retrieval method based on the K-Means clustering analysis method was established, and 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 k( the number of clusters k changes from 2 to 10) were 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.
Starting Page	241
Ending Page	244
File Size	580885
Page Count	4
File Format	PDF
ISBN	9781424492473
DOI	10.1109/GCIS.2010.31
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2010-12-16
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Algorithm design and analysis high-rise building Design methodology Buildings Clustering algorithms structural intelligent scheme design case retrieval Electron tubes Classification algorithms cluster analysis Artificial intelligence k-means algorithm
Content Type	Text
Resource Type	Article

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