11Response Surface Methods and Designs
Example 11.1 The Path of Steepest Ascent
Example 11.2 Central Composite Design
Section 11.3.4 Multiple Responses
Example 11.4 Space Filling Design with Gaussian Process Model
Example 11.5 A Three-Component Mixture
Example 11.6 Paint Formulation
The focus of many of the experimental designs introduced so far has been on factor screening. Screening designs are excellent for isolating the important factors from a set of several candidates, many of which may be unimportant. Once the screening experiments have identified the important factors to characterize the system, it may be necessary to find the settings of these factors that optimize one or multiple responses. Response surface methods provide us with a ...
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