Time-Optimal Control Based on Evolutionary Programming

An evolutionary programming (EP) based method for solving constrained time-optimal control problems is proposed on the basis of an analysis of the advantages and disadvantages of the existing algorithms, and a mathematical model is developed. In this model, the fitness function is constructed by including the constraints in the objective function as penalty terms. A numerical simulation for the problem of linear damped oscillator shows the effectiveness of the method.