Operational matrix formulation for linear difference equations using $$ abla _\lambda $$-appell polynomial bases

Abstract This paper develops an operational matrix formulation for nonhomogeneous linear difference equations with constant coefficients in powers of the backward difference operator. Using general $$\nabla _{\lambda }$$ ∇ λ -Appell polynomial bases, the action of $$\nabla _{\lambda }$$ ∇ λ is represented algebraically on finite-dimensional Appell spaces, while the numerical approximation is obtained through finite expansions and collocation. Structural identities, change-of-basis matrices, Gram matrices and operational matrices are derived, allowing equations of the form $$a_0y(x)+a_1\nabla _{\lambda }y(x)+\cdots +a_m\nabla _{\lambda }^{m}y(x)=g(x)$$ a 0 y ( x ) + a 1 ∇ λ y ( x ) + ⋯ + a m ∇ λ m y ( x ) = g ( x ) to be reduced to finite-dimensional algebraic systems with initial or boundary conditions. Numerical examples with Bernoulli-type and Euler-type $$\nabla _{\lambda }$$ ∇ λ -Appell bases illustrate exact polynomial recovery, convergence for a non-polynomial test solution, and the influence of the chosen basis on conditioning.

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Journal
ANNALI DELL UNIVERSITA DI FERRARA
Published
2026-09-25
DOI
https://doi.org/10.1007/s11565-026-00750-0
Primary Topic
Matrix Theory and Algorithms
Type
article
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Operational matrix formulation for linear difference equations using $$ abla _\lambda $$-appell polynomial bases

Alejandro Urieles, William B. Ramirez, Stiven Díaz, Emiro Castaño
ANNALI DELL UNIVERSITA DI FERRARA
Matrix Theory and Algorithms
article

Operational matrix formulation for linear difference equations using $$ abla _\lambda $$-appell polynomial bases

Alejandro Urieles, William B. Ramirez, Stiven Díaz, Emiro Castaño
article en

Abstract

Abstract This paper develops an operational matrix formulation for nonhomogeneous linear difference equations with constant coefficients in powers of the backward difference operator. Using general $$\nabla _{\lambda }$$ ∇ λ -Appell polynomial bases, the action of $$\nabla _{\lambda }$$ ∇ λ is represented algebraically on finite-dimensional Appell spaces, while the numerical approximation is obtained through finite expansions and collocation. Structural identities, change-of-basis matrices, Gram matrices and operational matrices are derived, allowing equations of the form $$a_0y(x)+a_1\nabla _{\lambda }y(x)+\cdots +a_m\nabla _{\lambda }^{m}y(x)=g(x)$$ a 0 y ( x ) + a 1 ∇ λ y ( x ) + ⋯ + a m ∇ λ m y ( x ) = g ( x ) to be reduced to finite-dimensional algebraic systems with initial or boundary conditions. Numerical examples with Bernoulli-type and Euler-type $$\nabla _{\lambda }$$ ∇ λ -Appell bases illustrate exact polynomial recovery, convergence for a non-polynomial test solution, and the influence of the chosen basis on conditioning.

ANNALI DELL UNIVERSITA DI FERRARAVol. 72(4)
Uninett (Norway) (NO), University of Atlántico (CO), University of the Coast (CO), UniNettuno University (IT)
Openalex Percentile: Top 9%
Matrix Theory and Algorithms
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Operational matrix formulation for linear difference equations using $ abla _\lambda $-appell polynomial bases — Alejandro Urieles, William B. Ramirez, et al. · ANNALI DELL UNIVERSITA DI FERRARA (2026) | TGRS Research Map | TGRS