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A short look into the literature shows that mixed integer multi objective algorithms are still in an early stage with people proposing different formulations and approaches. I am not aware of any open solvers that could be readily used even outside the R ecosystem. So i see multiple options for you: Weighted sum approach and use the package GA as prubin ...


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Your question title mentions "evolutionary algorithm", so (a) I assume you are comfortable with a heuristic solution and (b) I assume you have some familiarity with evolutionary algorithms. There is an excellent genetic algorithm package for R, named GA. I think there may be a few other genetic algorithm packages for R, but this is the only one ...


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