We consider a control problem in the coefficients for an elliptic linear equation where the cost functional is non-linear in the gradient of the function state. The control variables are the coefficients of the diffusion matrix. This type of problems arises in Optimal Design of Composite Materials. It is well known that they have not a solution in general. Here we use the homogenization method to obtain a relaxed formulation.