ListarMA - Artículos por tema "Inverse optimization"
Mostrando ítems 1-2 de 2
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An exact dynamic programming approach to segmented isotonic regression
(Elsevier, 2021)This paper proposes a polynomial-time algorithm to construct the monotone stepwise curve that minimizes the sum of squared errors with respect to a given cloud of data points. The fitted curve is also constrained on the ... -
Inverse optimization with kernel regression: Application to the power forecasting and bidding of a fleet of electric vehicles
(Elsevier, 2021-10)This paper considers an aggregator of Electric Vehicles (EVs) who aims to learn the aggregate power of his/her fleet while also participating in the electricity market. The proposed approach is based on a data-driven inverse ...