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.
Authors
- Alejandro Urieles (ORCID: https://orcid.org/0000-0002-7186-0898)
- William B. Ramirez (ORCID: https://orcid.org/0000-0003-4675-0221)
- Stiven Díaz (ORCID: https://orcid.org/0000-0001-9613-9469)
- Emiro Castaño
Institutions
- Uninett (Norway) (NO)
- University of Atlántico (CO)
- University of the Coast (CO)
- UniNettuno University (IT)
Publication Details
- 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
- Field-Weighted Citation Impact
- 0.00