In the paper, based on the reliability-based design theory and the reliability sensitivity analysis method, the reliability-based robust optimization design for automobile components is extensively discussed and a numerical method for reliability-based robust optimization design is presented. The reliability sensitivity is added to the reliability-based optimization design model and the reliability-based robust optimization design is described as a multi-objective optimization.