Genetic Programming solution of the convection-diffusion equation

A version of Genetic Programming (GP) is proposed for the solution of the steady-state convection-diffusion equation which neither requires sampling points to evaluate fitness nor application of the chain rule to GP trees for obtaining the derivatives. The method is successfully applied to the equation in one space dimension.