BP-PSO-based intelligent case retrieval method for high-rise structural form selection

作者：Zhang ShiHai^*; Ou JinPing

来源：Science China Technological Sciences, 2013, 56(4): 940-944.

DOI：10.1007/s11431-013-5167-8

• structural form selection
• case based reasoning
• high-rise structure
• BP-PSO neutral network

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.

• 出版日期2013-4
• 单位大连理工大学; 南阳理工学院