Mathematical analysis of a randomized method for fractional Carathéodory type equation with time-irregular coefficients

In this work, we present a novel error analysis for fractional Carathéodory type differential equations with time irregular coefficients. It is based on the filtered probability space, with Banach spaces (Formula presented.) and then discretized using the randomized numerical method, which is a prototype derived from the Monte Carlo method. We derive (Formula presented.) error estimates where these estimates also under the low regularity that the function (Formula presented.) is not assumed to be differentiable. The convergence order is also studied. Finally, we present numerical examples that validate the theoretical conclusions, as well as to highlight the usefulness of our technique and the accuracy of error analysis.