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For this reason, the construction of an effective extruder screw is of significant importance, demanding the evaluation of whether a traditional screw will fulfill the task or if a barrier screw is a more appropriate solution. Multi-objective evolutionary algorithms are used in this work to produce optimized geometric designs for conventional and barrier screws, including the Maillefer screw type. The processing of low-density polyethylene and polypropylene polymers is investig