2 papers
math.OC2023
Contributions on complexity bounds for Deterministic Partially Observed Markov Decision Process
Cyrille Vessaire, Jean-Philippe Chancelier, Michel de Lara +2
Markov Decision Processes (Mdps) form a versatile framework used to model a wide range of optimization problems. The Mdp model consists of sets of states, actions, time steps, rewa…
math.OC2022
Multistage Optimization of a Petroleum Production System with Material Balance Model
Cyrille Vessaire, Jean-Philippe Chancelier, Michel de Lara +3
In this paper, we propose a mathematical formulation for the management of an oil production network as a multistage optimization problem. The reservoir is modeled as a controlled…