This document presents the process for identifying the parameters of a stochastic model for a traffic light intersection of the Circunvalar avenue of Bogotá.Traffic light simulation is performed as a Poisson process.Model parameters are estimated from actual measurements using the harmonic search optimization algorithm.The results show that the proposed identification process allows an adequate identification of model parameters.