Search Results - "Approximate stochastic dynamic programming"

An approximate dynamic programming approach for multi-stage stochastic lot-sizing under a Decision–Hazard–Decision information structure by Spitzer, Victor, Gicquel, Céline, Gurevsky, Evgeny, Sanson, François

Get full text

Two simplex-based approximate stochastic dynamic programming schemes for a real hydropower management problem by Zephyr, Luckny, Lamond, Bernard F., Demeester, Kenjy, Latraverse, Marco

“…We present an approximate stochastic dynamic programming methodology for a real-world hydropower management problem, in which water must be released from…”
Get full text

Learning the optimal joint operation of the energy systems of Uruguay, Brazil, Paraguay and Argentina by Chaer, Ruben, Ramirez, Ignacio, Camacho, Vanina, Caporale, Ximena, Casaravilla, Gonzalo

“…In the continuous fight against Bellman's Curse of Dimensionality, this work presents the first steps towards learning the Optimal Operation Policy of the…”
Get full text

Machine Learning Applied to the Operation of Fully Renewable Energy Systems by Chaer, Ruben, Ramirez, Ignacio, Casaravilla, Gonzalo

“…This work presents a novel learning algorithm for the operation policy of power systems trying to minimize the cost of fulfilling the energy demand. The…”
Get full text