AIAA 2001–0922 Using Gradients to Construct Response Surface Models for High-Dimensional Design Optimization Problems


The response surface method (RSM) is one of the most common techniques for building approximation models using values of sampled data alone. In this work, a method for using both function values and their gradients with respect to the design variables in the problem and construct response surface (RS) models has been developed. This approach improves on the… (More)


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