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    Decomposition in derivative-free optimization

    This paper proposes a novel decomposition framework for derivative-free optimization (DFO) algorithms. Our framework significantly extends the scope of current DFO solvers to larger-scale problems. We show tha...

    Kaiwen Ma, Nikolaos V. Sahinidis, Sreekanth Rajagopalan… in Journal of Global Optimization (2021)