A Deterministic Setting for the Numerical Computation of the Stabilizing Solutions to Stochastic Game-Theoretic Riccati Equations

In this paper, we are interested in the numerical aspects of the class of generalized Riccati difference equations which are involved in linear quadratic (LQ) stochastic difference games. More specifically, we address the problem of the numerical computation of the stabilizing solutions for this cla...

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Main Authors: Samir Aberkane, Vasile Dragan
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Series:Mathematics
Subjects:
Online Access:https://www.mdpi.com/2227-7390/11/9/2068
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author Samir Aberkane
Vasile Dragan
author_facet Samir Aberkane
Vasile Dragan
author_sort Samir Aberkane
collection DOAJ
description In this paper, we are interested in the numerical aspects of the class of generalized Riccati difference equations which are involved in linear quadratic (LQ) stochastic difference games. More specifically, we address the problem of the numerical computation of the stabilizing solutions for this class of nonlinear difference equations. We propose an iterative <i>deterministic</i> algorithm for the computation of such a global solution. The performances of the proposed algorithm are illustrated with some numerical examples.
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spelling doaj.art-747b38f959bb431eaaa41fe30ff371052023-11-17T23:19:34ZengMDPI AGMathematics2227-73902023-04-01119206810.3390/math11092068A Deterministic Setting for the Numerical Computation of the Stabilizing Solutions to Stochastic Game-Theoretic Riccati EquationsSamir Aberkane0Vasile Dragan1Campus Sciences, Université de Lorraine, CRAN, UMR 7039, BP 70239, Vandoeuvre-les-Nancy CEDEX, 54506 Nancy, FranceInstitute of Mathematics of the Romanian Academy, P.O. Box 1-764, RO-014700 Bucharest, RomaniaIn this paper, we are interested in the numerical aspects of the class of generalized Riccati difference equations which are involved in linear quadratic (LQ) stochastic difference games. More specifically, we address the problem of the numerical computation of the stabilizing solutions for this class of nonlinear difference equations. We propose an iterative <i>deterministic</i> algorithm for the computation of such a global solution. The performances of the proposed algorithm are illustrated with some numerical examples.https://www.mdpi.com/2227-7390/11/9/2068stochastic Riccati equationsstochastic controliterative computationdeterministic approach
spellingShingle Samir Aberkane
Vasile Dragan
A Deterministic Setting for the Numerical Computation of the Stabilizing Solutions to Stochastic Game-Theoretic Riccati Equations
Mathematics
stochastic Riccati equations
stochastic control
iterative computation
deterministic approach
title A Deterministic Setting for the Numerical Computation of the Stabilizing Solutions to Stochastic Game-Theoretic Riccati Equations
title_full A Deterministic Setting for the Numerical Computation of the Stabilizing Solutions to Stochastic Game-Theoretic Riccati Equations
title_fullStr A Deterministic Setting for the Numerical Computation of the Stabilizing Solutions to Stochastic Game-Theoretic Riccati Equations
title_full_unstemmed A Deterministic Setting for the Numerical Computation of the Stabilizing Solutions to Stochastic Game-Theoretic Riccati Equations
title_short A Deterministic Setting for the Numerical Computation of the Stabilizing Solutions to Stochastic Game-Theoretic Riccati Equations
title_sort deterministic setting for the numerical computation of the stabilizing solutions to stochastic game theoretic riccati equations
topic stochastic Riccati equations
stochastic control
iterative computation
deterministic approach
url https://www.mdpi.com/2227-7390/11/9/2068
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AT samiraberkane deterministicsettingforthenumericalcomputationofthestabilizingsolutionstostochasticgametheoreticriccatiequations
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