TY - JOUR TI - Comparing the effects of application of the smart and traditional designs of experiment AU - Skowronek, Andrzej TI - Comparing the effects of application of the smart and traditional designs of experiment AB - This paper presents an analysis of comparing the effects of the application of the smart and traditional designs of experiment. The smart designs of experiment generated according to two various methods were compared to the central composite designs for two and three inputs. To check how the use of selected designs will affect the results of the experiment a computer simulation was performed, where a real research object was replaced by two special testing functions whose values were compared to the values predicted by the neural networks trained with the use of data sets based on compared smart and traditional designs of the experiment. VL - 2015 IS - Mechanics Issue 2-M (7) 2015 PY - 2016 SN - 0011-4561 C1 - 2353-737X SP - 263 EP - 270 UR - https://ejournals.eu/en/journal/czasopismo-techniczne/article/comparing-the-effects-of-application-of-the-smart-and-traditional-designs-of-experiment KW - smart design of experiment KW - central composite design KW - experimental research