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We develop new tools to study landscapes in nonconvex optimization. Given one optimization problem, we pair it with another by smoothly parametrizing the domain. This is either for practical purposes (e.g., to use smooth optimization algorithms with good g ...

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Static and Dynamic Voltage Balancing for an IGCT-Based Resonant DC Transformer

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The complexity of quantum support vector machines

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Energy Management of Price-Maker Community Energy Storage by Stochastic Dynamic Programming

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In this paper, we propose an analytical stochastic dynamic programming (SDP) algorithm to address the optimal management problem of price-maker community energy storage. As a price-maker, energy storage smooths price differences, thus decreasing energy arb ...

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