Since its recent invention, the Memristor has proven to be a revolutionary device due to the versatility of its applications. Among these, the study of chaotic circuits using Memristors is a fertile area to be explored. However, despite several ways to track the chaotic paths for memristive circuits have been previously proposed, all of these provide merely numeric or qualitatively solutions. As it could be necessary for some applications to have all the possible information about their dynamics, a new methodology to path tracking the chaotic trajectories for memristive circuits using the Multistage Homotopy Perturbation Method is proposed. This methodology provides a straightforward semi-analytic expression to obtain the chaotic path in an iterative way, providing both, the numeric and qualitative behaviour of the circuit.