Specialized effective Positivstellensätze for improved convergence rates of the moment-SOS hierarchy - Archive ouverte HAL
Pré-Publication, Document De Travail Année : 2024

Specialized effective Positivstellensätze for improved convergence rates of the moment-SOS hierarchy

Résumé

Recently a moment-sum-of-squares hierarchy for exit location estimation of stochastic processes has been presented. When restricting to the special case of the unit ball, we show that the solutions approach the optimal value by a super-polynomial rate. To show this result we state a new effective Positivstellensatz on the sphere with quadratic degree bound based on a recent Positivstellensatz for trigonometric polynomials on the hypercube and pair it with a recent effective Positivstellensatz on the unit ball. At the present example, we aim to highlight the effectiveness of specialized Positivstellensätze for the moment-SoS hierarchy and their interplay with problem intrinsic properties
Fichier principal
Vignette du fichier
main.pdf (492.67 Ko) Télécharger le fichier
Origine Fichiers produits par l'(les) auteur(s)

Dates et versions

hal-04497194 , version 1 (09-03-2024)

Identifiants

  • HAL Id : hal-04497194 , version 1

Citer

Corbinian Schlosser, Matteo Tacchi. Specialized effective Positivstellensätze for improved convergence rates of the moment-SOS hierarchy. 2024. ⟨hal-04497194⟩
54 Consultations
42 Téléchargements

Partager

More