TY - JOUR AU - Ziaja, Dominika AU - Waszczyszyn, Zenon PY - 2017/01/25 TI - Soft methods in the prediction and identification analysis of axially compressed R/C columns JF - Computer Assisted Methods in Engineering and Science; Vol 21 No 1 (2014) KW - N2 - 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. UR - https://cames.ippt.pan.pl/index.php/cames/article/view/55