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The bio-inspired algorithms are novel, modern, and efficient tools for the design of electrical machines. However, from the mathematical point of view, these problems belong to the most general branch of non-linear optimization problems, where these tools cannot guarantee that a global minimum is found. The numerical cost and the accuracy of these algorithms depend on the initialization of their internal parameters, which may themselves be the subject of parameter tuning according to thedoi:10.3390/app10196653 doaj:9bb6606346f14e0ba83de62fe04591ff fatcat:s7igiflkafbundtozrzklinnk4