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Multi-Objective Bayesian Optimization

Open linbinbin92 opened this issue 4 years ago • 1 comments

Hi,

Thanks for this nice tool. I am quite a beginner in the optimization field and I am wondering if ModAL supports also multi-objective optimization? As if I would include multi-dimensional y as function values.

is that possible? and if no, where I should start to extend/modify the existing codes?

best, Binbin

linbinbin92 avatar Feb 19 '21 13:02 linbinbin92

@linbinbin92 I'm not sure about modAL, but you might consider looking at the Ax platform which supports multi-objective optimization.

sgbaird avatar Mar 25 '22 06:03 sgbaird