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Machine set up procedure using multivariate modeling and multiobjective optimization

  • US 5,774,761 A
  • Filed: 10/14/1997
  • Issued: 06/30/1998
  • Est. Priority Date: 10/14/1997
  • Status: Expired due to Term
First Claim
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1. In an electrostatographic printing machine having operating components with changeable set point parameters, a method setting up the machine using multivariate modeling and multiobjective optimization comprising the steps of:

  • providing a discrete number of parameter settings and printing test patterns based upon said parameter settings,scanning the test patterns and producing a set of image quality values based upon the parameter settings,responding to the parameter settings and the image quality values and using a multivariate adaptive regression splines technique to provide a model of the printing machine image quality, anddetermining the optimum parameter settings for the printing machine from the discrete number of parameter settings to produce consistent image quality.

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