HI,

I need to select a single surrogate model to model the response of four different objective functions. To do that I have errors of each surrogate model from three different error metrics. My initial idea was to rank each surrogate model per objective function for the different error metric. And get the total rank score and do a final ranking similar to ranking students per different subjects per semester and getting the final ranking at the end of the year.

Where,

Students - surrogate models

Subjects - objective function

Semester - Error metric

What I want to know is there any other to do the same?

Thanks in Advance.

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