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BP-PSO-based intelligent case retrieval method for high-rise structural form selection 被引量:10

BP-PSO-based intelligent case retrieval method for high-rise structural form selection
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摘要 Modern architectures are developing in the direction of tall buildings and complex structures,and the theoretical analysis and the design experience have seriously lagged behind the construction of super high-rise structures.Structural form selection,especially the case based reasoning (CBR) based structural form selection,is a promising tool for the construction of high-rise structures.In view of the limit of cognitive ability of domain experts,a BP (back propagation)-PSO (particle swarm optimization)-based intelligence case retrieval method for high-rise structural form selection is proposed.The CBR-based case retrieval method and the construction of the BP-PSO neutral network are introduced.And then the BP-PSO-based case retrieval method is validated by some engineering cases.The results of training and prediction indicate that the proposed method has good ability to retrieve the cases of high-rise structures.
出处 《Science China(Technological Sciences)》 SCIE EI CAS 2013年第4期940-944,共5页 中国科学(技术科学英文版)
基金 supported by the National Natural Science Foundation of China (Grant No. 61040031) the Technological Project of Henan Province (Grant No. 082102210066)
关键词 structural form selection case based reasoning high-rise structure BP-PSO neutral network 基于案例推理 超高层结构 检索方法 构形 智能 复杂结构 形式选择 认知能力
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