SciML / Surrogates.jl

Surrogate modeling and optimization for scientific machine learning (SciML)
https://docs.sciml.ai/Surrogates/stable/
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Constrained search space via modelingtoolkit integration? #391

Open ArnoStrouwen opened 2 years ago

ArnoStrouwen commented 2 years ago

In many applications corners of the design space are infeasible. Currently it seems it is only possible to optimize on a hyperbox, and not a constrained space?

Specifying such constraints would be a bit messy to do directly in Surrogates.jl but would be rather easy to do in ModelingToolkit.jl once OptimizationProblem can handle them.