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You should scale the objective functions so that they have similar size values and then weight them. (The scaling factors effectively become part of the weights.) If your metaheuristics are fast, it would be wise to try different weightings and get a few Pareto efficient solutions. There is another approach which is similar but might produce a different ...

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