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Soft methods in the prediction and identification analysis of axially compressed R/C columns

Ziaja D., Waszczyszyn Z.

Computer Assisted Methods in Engineering and Science

2014

Vol. 21, no. 1

59--66

Two problems are presented in the paper concerning axial loading of R/C columns: I) prediction of critical loads, II) identification of concrete strength. The problems were analyzed by two methods: A) Gaussian Processes Method, B) Advanced Back-Propagation Neural Network. The results of the numerical analysis are discussed with respect to numerical efficiency of the applied methods.