Citation: Zhang Shihai, Zhang Shizhong, Duan Huijie. FKM Analysis Method for Intelligent Optimization of High-rise Buildings. Journal of Information Technologyin Civil Engineering and Architecture, 2014, 6(6): 35-39,49.
2014, 6(6): 35-39,49.
FKM Analysis Method for Intelligent Optimization of High-rise Buildings
School of Civil Engineering of Nanyang Institute of Technology, Nanyang 473004, China |
Firstly, four levels of structure optimization are introduced, and the importance and characteristics of traditional "hard clustering" and fuzzy cluster method are analyzed. The fuzzy cluster analysis can reflect the transitional characteristics of structure category more objectively. Secondly, the basic principle and algorithm of FKM are introduced, the FKM-based cluster analysis intelligent form selection of high-rise structures is constructed, and the fuzzy clustering center and its corresponding clustering results are obtained by the fuzzy cluster analysis from 20 engineering cases. Finally, the engineering cases for structural selection based on FKM are listed, and the results match the engineering practice well. Practice shows that FKM cluster analysis method is effective structural form selection method for the design of high-rise structures.
[1] | |
[2] | |
[3] |
张世海, 刘晓燕, 欧进萍, 等.基于模糊推理网的高层结构智能型式优化方法与系统[J].计算力学学报.2006.23(6): 647-650, 658. |
[4] |
Shihai Zhang, Shujun Liu, Jinping Ou. Data Mining for Intelligent Structure Form-Selection Based on Association-Rules from a High-Rising Case-Base[A].Proceedings of the 11th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD'07 Industrial Track)[C].Berlin Heidelberg: the Springer 2007.76-86. |
[5] |
Zhang ShiHai, Ou JinPing.BP-PSO-based intelligent case retrieval method for high-rise structural form selection[J].SCIENCE CHINA Technological Sciences.2013.56(4): 940-944.doi: 10.1007/s11431-013-5167-8 |
[6] |
张世海, 王力, 欧进萍, 等.高层建筑结构智能型式优化的现状与趋势[J].哈尔滨工业大学学报.2006.38(2): 194-198, 319. |
[7] |
张世海, 张世忠, 段慧杰.高层结构方案设计的K-Means聚类分析法[J].土木建筑工程信息技术.2013.5(2): 41-45, 69. |
[8] |
Shihai ZHANG, Shujun LIU, Xiaoyan LIU, Jinping OU.Case based & Data Mining System of High-rise Structure Intelligent Form Optimization[A].Proceedings of the 7th International Conference on Tall Buildings (ICTB-Ⅶ) [C].Hong Kong: Research Publishing.2009.579-586. |
[9] |
Zhang Shihai, Wang Xiaoming, Liu Shujun.Intelligent Form Optimization of the High-rise Structure Based on Fuzzy Inference Network[A].Proceedings of the 12th International Conference on Computing in Civil and Building Engineering (ICCCE-Ⅻ) and 2008 International Conference on Informatiom Technology in Construction[C].Beijing:Tsinghua University Press.2008.88-081: 1-8. |
[10] |
胡可云, 田凤占, 黄厚宽.数据挖掘理论与应用[M].北京:清华大学出版社.北京:交通大学出版社.2008. |
[11] |
Gao Xin-bo, Xie Wei-xin.Advances in Theory and Applications of Fuzzy Clustering[J].Chine Science Bulletin.2000.45(11): 961-970.doi: 10.1007/BF02884971 |
[12] |
李熊飞, 李军.数据挖掘与知识发现[M].北京:高等教育出版社.2003. |
[13] |
王国俊.计算智能—词语计算与Fuzzy集[M].北京:高等教育出版社.2005. |
[14] |
张世海. 高层建筑结构智能方案设计方法研究[R]. 哈尔滨工业大学博士后研究工作报告. 2009. |
Metrics
- PDF Downloads(12)
- Abstract views(948)
- HTML views(753)