Suppose that I have the following dataset: enter image description here

My goal is to maximize(WR,ROI) and minimize(DD), based on INPUT_1 and INPUT_2

Which kind of algorithm is adapted for that problem

P.S: memory is not a problem


1 Answer 1


The question is still not clear for me.

Are Input 1 and 2 can be only 1 or 2? Or any integers? or any real number?

And what do you mean by doing maximize one objective and minimize another objective at same time? Or how to decide if there are conflicts?

If the input 1 and 2 can only be 1 or 2, using the brute force is a solution, which means we just calculate the objective for all possible inputs and pick the best one.

  • $\begingroup$ Input 1 and 2 can be any integers and I meant by maximizing and minimizing that I want these inputs give the best possible values I can have for WR and ROI, while having the least possible value for DD ..Maybe I should have talked about PAIR section also, that we MIGHT not have the same amount of observations for all the pairs.. thank you $\endgroup$
    – Arrajj
    Jun 16, 2020 at 5:34

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