Abstract In this paper, a new neural network s training method combining back error prop-agation with simulated annealing used to microwave circuit design is discussed. This method can solve the local minimum question of the BP neural network. The new training technique does not require any structure change in neural network model. An example is calculated and. the results verified the proposed technique.