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Many applications in the field of bio-engineering and medical research can be solved with our simulation and optimization tool GESOP. In the past GESOP was used to find the best kicking motion of a soccer player, to improve the vertical jumping movement of a sports man and to optimize the drug dose for a cancer therapy.