“…Accomplishing the comparison of the optimization algorithms is an important step to find out which algorithm is the most accurate for nonhyperbolic multiparametric approximation and which is the most efficient manner to perform the inversion; therefore, the aimed parameters can be recovered for the analysed scenario in a more reliable way. This comparison can be applied for several types of reflection events, such as for q-P reflection events in VTI media (e.g., Aleixo and Schleicher, 2010;Golikov and Stovas, 2012), converted wave events in near-surface structures (e.g., Bokhonok, 2011;Lu et al, 2018), converted waves in VTI media (e.g., Hao and Stovas, 2015;Tseng et al, 2016), OBN data (e.g., Wang and Pham, 2001;Wang et al, 2014), converted waves and OBN data (e.g., Zuniga, 2017;Zuniga et al, 2017Zuniga et al, , 2019a, orthorhombic media (e.g., Stovas, 2018, 2019), and anisotropic media (e.g., Farra and Pšenčík, 2018;Abedi and Stovas, 2019b). In this work, it was computed the residual error between the observed curve and the calculated one, for each optimization algorithm used with L2-and L1-norm.…”