International audienceIn this paper, we tackle the numerical simulation of reaction-diffusion equations modeling multiscale reaction waves. This type of problems induces peculiar diffculties and potentially large stiffness which stem from the broad spectrum of temporal scales in the nonlinear chemical source term as well as from the presence of large spatial gradients in the reactive fronts which are spatially very localized. In a series of previous studies, the numerical analysis of operator splitting techniques has been conducted and such an approach has shown a great potential in the framework of reaction-diffusion and convection-diffusion-reaction systems. However, even if a firm theoretical background is available, an optimal strategy ...