Markov-modulated Lévy processes lead to matrix integral equations of the kind A0 + A1X + A2X2 + A3(X) = 0, where A0, A1, A2 are given matrix coefficients, while A3(X) is a nonlinear function, expressed in terms of integrals involving the exponential of the matrix X itself. In this paper we propose some numerical methods for the solution of this class of matrix equations, perform a theoretical convergence analysis, and show the effectiveness of the new methods by means of a wide numerical experimentation. © 2022 Society for Industrial and Applied Mathematics.
Numerical Solution of a Matrix Integral Equation Arising in Markov-Modulated Lévy Processes
Bini, Dario;Latouche, Guy;Meini, Beatrice
2022-01-01
Abstract
Markov-modulated Lévy processes lead to matrix integral equations of the kind A0 + A1X + A2X2 + A3(X) = 0, where A0, A1, A2 are given matrix coefficients, while A3(X) is a nonlinear function, expressed in terms of integrals involving the exponential of the matrix X itself. In this paper we propose some numerical methods for the solution of this class of matrix equations, perform a theoretical convergence analysis, and show the effectiveness of the new methods by means of a wide numerical experimentation. © 2022 Society for Industrial and Applied Mathematics.File in questo prodotto:
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