An interesting property of the inverse F-transform f of a continuous function f on a given interval [a, b] says that the integrals of f and f on [a, b] coincide. Furthermore, the same property can be established for the restrictions of the functions to all subintervals [a, pk] of the fuzzy partition of [a, b] used to define the F-transform. Based on this fact, we propose a new method for the numerical solution of ordinary differential equations (initial-value ordinary differential equation (ODE) obtained by approximating the derivative x(t) via F-transform, then computing (an approximation of) the solution x(t) by exact integration. For an ODE, a global second-order approximation is obtained. A similar construction is then applied to interval-valued and (level-wise) fuzzy differential equations in the setting of generalized differentiability (gH-derivative). Properties of the new method are analyzed and a computational section illustrates the performance of the obtained procedures, in comparison with well-known efficient algorithms.

Radi, D., Sorini, L., Stefanini, L., On the numerical solution of ordinary, interval and fuzzy differential equations by use of F-transform, <<AXIOMS>>, 2020; 9 (1): 15-15. [doi:10.3390/axioms9010015] [https://hdl.handle.net/10807/232239]

On the numerical solution of ordinary, interval and fuzzy differential equations by use of F-transform

Radi, Davide
Methodology
;
Stefanini, Lina
2020

Abstract

An interesting property of the inverse F-transform f of a continuous function f on a given interval [a, b] says that the integrals of f and f on [a, b] coincide. Furthermore, the same property can be established for the restrictions of the functions to all subintervals [a, pk] of the fuzzy partition of [a, b] used to define the F-transform. Based on this fact, we propose a new method for the numerical solution of ordinary differential equations (initial-value ordinary differential equation (ODE) obtained by approximating the derivative x(t) via F-transform, then computing (an approximation of) the solution x(t) by exact integration. For an ODE, a global second-order approximation is obtained. A similar construction is then applied to interval-valued and (level-wise) fuzzy differential equations in the setting of generalized differentiability (gH-derivative). Properties of the new method are analyzed and a computational section illustrates the performance of the obtained procedures, in comparison with well-known efficient algorithms.
2020
Inglese
Radi, D., Sorini, L., Stefanini, L., On the numerical solution of ordinary, interval and fuzzy differential equations by use of F-transform, <<AXIOMS>>, 2020; 9 (1): 15-15. [doi:10.3390/axioms9010015] [https://hdl.handle.net/10807/232239]
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/10807/232239
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