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Modified Desirability Functions for Multiple Response Optimization

Summary: [This abstract is based on the authors' abstract.]

Modified desirability functions are proposed featuring differentiable points that allow for the use of more efficient gradient-based optimization methods. The extra flexibility of the proposed functions permits different priorities to be assigned among the responses. The methodology is applied to a semiconductor industrial process where multiple responses are common.

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  • Topics:
  • Keywords: Semiconductor industry,Optimization,Response surface methodology (RSM)
  • Author: Del Castillo, Enrique; Montgomery, Douglas C.; McCarville, Daniel R.
  • Journal: Journal of Quality Technology