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A Newton-like Validation Method for Chebyshev Approximate Solutions of Linear Ordinary Differential Systems

Authors: Bréhard, Florent;

A Newton-like Validation Method for Chebyshev Approximate Solutions of Linear Ordinary Differential Systems

Abstract

We provide a new framework for a posteriori validation of vector-valued problems with componentwise tight error enclosures, and use it to design a symbolic-numeric Newton-like validation algorithm for Chebyshev approximate solutions of coupled systems of linear ordinary differential equations. More precisely, given a coupled differential system of dimension p with polynomial coefficients over a compact interval (or continuous coefficients rigorously approximated by poly-nomials) and polynomial approximate solutions Φ • i in Chebyshev basis (1 i p), the algorithm outputs rigorous upper bounds ε i for the approximation error of Φ • i to the exact solution Φ i , with respect to the uniform norm over the interval under consideration. A complexity analysis shows that the number of arithmetic operations needed by this algorithm (in floating-point or interval arith-metics) is proportional to the approximation degree when the differential equation is considered fixed. Finally, we illustrate the efficiency of this fully automated validation method on an example of a coupled Airy-like system.

Keywords

Newton's method, [INFO.INFO-MS] Computer Science [cs]/Mathematical Software [cs.MS], [INFO.INFO-NA] Computer Science [cs]/Numerical Analysis [cs.NA], [INFO.INFO-SC] Computer Science [cs]/Symbolic Computation [cs.SC], fixed-point validation, differential equations, D-finite functions, rigorous numerics, [INFO] Computer Science [cs], symbolic-numeric algorithm

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
Green