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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.