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math.OC2021
The stochastic Auxiliary Problem Principle in Banach spaces: measurability and convergence
Thomas Bittar, Pierre Carpentier, Jean-Philippe Chancelier +1
The stochastic Auxiliary Problem Principle (APP) algorithm is a general Stochastic Approximation (SA) scheme that turns the resolution of an original optimization problem into the…
math.OC2020
A Decomposition Method by Interaction Prediction for the Optimization of Maintenance Scheduling
Jean-Philippe Chancelier, Thomas Bittar, Pierre Carpentier +2
Optimizing maintenance scheduling is a major issue to improve the performance of hydropower plants. We study a system of several physical components of the same family: either a se…