Abstract: Using penalty function,we transform  zero-one nonlinear programming problems into unconstrained optimization problem. Then we combine particle swarm optimization with penalty function method  to produce a PSO hybrid algorithm based on penalty function. It can be shown by the numerical results that the proposed algorithm is effective.