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Predicting several target variables. Searching for input parameters that maximize target variables

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tim che
tim che 2022-4-21
Hello, I'm making machine learning model which predicts two mechanical properties of the printed sample (talking about SLM machine here). My model is trained on 7 input parameters and should return 2 target variables. Moreover, I want my model to tell me which set of input parameters gives the best combination of 2 target parametes. Specifically, low porosity and high hardness.
How can I do that in MATLAB? Should I use Global Optimization toolbox? If so, how can I insert my set of parameters (which contain categorical variables) into the optimization algorithm?

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