Error estimates for a tree structure algorithm solving finite horizon control problems

L Saluzzi, A Alla, M Falcone - ESAIM: Control, Optimisation and …, 2022 - esaim-cocv.org
In the dynamic programming approach to optimal control problems a crucial role is played
by the value function that is characterized as the unique viscosity solution of a Hamilton …

Error estimates for a tree structure algorithm solving finite horizon control problems

L Saluzzi, A Alla, M Falcone - arXiv preprint arXiv:1812.11194, 2018 - arxiv.org
In the Dynamic Programming approach to optimal control problems a crucial role is played
by the value function that is characterized as the unique viscosity solution of a Hamilton …

A Tree-Structure Algorithm for Optimal Control Problems via Dynamic Programming

L Saluzzi - 2020 - iris.gssi.it
Abstract The classical Dynamic Programming (DP) approach to optimal control problems is
based on the characterization of the value function as the unique viscosity solution of a …

An efficient DP algorithm on a tree-structure for finite horizon optimal control problems

A Alla, M Falcone, L Saluzzi - SIAM Journal on Scientific Computing, 2019 - SIAM
The classical dynamic programming (DP) approach to optimal control problems is based on
the characterization of the value function as the unique viscosity solution of a Hamilton …

Approximation of optimal feedback control: a dynamic programming approach

BZ Guo, TT Wu - Journal of Global Optimization, 2010 - Springer
We consider the general continuous time finite-dimensional deterministic system under a
finite horizon cost functional. Our aim is to calculate approximate solutions to the optimal …

An adaptive multi-level max-plus method for deterministic optimal control problems

M Akian, S Gaubert, S Liu - IFAC-PapersOnLine, 2023 - Elsevier
We introduce a new numerical method to approximate the solution of a finite horizon
deterministic optimal control problem. We exploit two Hamilton-Jacobi-Bellman PDE, arising …

Fully discrete schemes for monotone optimal control problems

LS Aragone, LA Parente, EA Philipp - Computational and Applied …, 2018 - Springer
In this article, we study an infinite horizon optimal control problem with monotone controls.
We analyze the associated Hamilton–Jacobi–Bellman (HJB) variational inequality which …

Fully discrete schemes for monotone optimal control problems

EA Philipp, LS Aragone, LA Parente - arXiv preprint arXiv:1407.1790, 2014 - arxiv.org
In this article we study a finite horizon optimal control problem with monotone controls. We
consider the associated Hamilton-Jacobi-Bellman (HJB) equation which characterizes the …

High-order approximation of the finite horizon control problem via a tree structure algorithm

A Alla, M Falcone, L Saluzzi - IFAC-PapersOnLine, 2019 - Elsevier
Solving optimal control problems via Dynamic Programming is a difficult task that suffers for
the” curse of dimensionality”. This limitation has reduced its practical impact in real world …

Optimal bounds for numerical approximations of infinite horizon problems based on dynamic programming approach

J De Frutos, J Novo - SIAM Journal on Control and Optimization, 2023 - SIAM
In this paper we get error bounds for fully discrete approximations of infinite horizon
problems via the dynamic programming approach. It is well known that, considering a time …