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The paper presents a new method for the fully automated decomposition of the optimization problem. The decomposition is performed on the space of the optimization input arguments. The method is firstly tested on the optimization of the mathematical functions. Afterwards, the decomposition method is used to optimize the geometry of a guide vane blade of a reversible water turbine. The objectives of...