Functional selection of sequences according to the local configuration at the active sites is simulated with a spin-glass like model. Starting from a random peptide, the unique native-like conformation emerges with high efficiency with a relatively small number of steps of selection. The functional selection on the active sites is sufficient for sequences to evolve to have the folding ability and relieves the need of exhaustive search in the sequence space. ©1999 American Institute of Physics.