The design of gears involves the optimization of different objectives@ and the presence of errorsin the manufacturing and operating conditions affects the performance of the gears; therefore@ a robust optimization procedure applying Tagushi methods was used as a tool in the design of nonstandard cylindrical gears. This paper presents an outline of the procedure and discusses some of the results.