Trapezoidal rule and its error analysis for the Grünwald-Letnikov operator
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in: International Journal of Dynamics and Control, Jahrgang 5.2017, Nr. March, 01.03.2017, S. 18-29.
Publikationen: Beitrag in Fachzeitschrift › Artikel › Forschung › (peer-reviewed)
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TY - JOUR
T1 - Trapezoidal rule and its error analysis for the Grünwald-Letnikov operator
AU - Harker, Matthew
AU - O'Leary, Paul
PY - 2017/3/1
Y1 - 2017/3/1
N2 - In this paper, the trapezoidal rule for the Grünwald-Letnikov operator is derived. It is a trapezoidal rule in the sense that the formula yields the exact Grünwald-Letnikov derivative/integral of a piecewise linear function. Firstly, the formula for evenly spaced points is derived, and is used as a basis to derive the equivalent formula for arbitrary abscissae. Further, an analytic bound on the residual error is derived, which depends on a bound on the second derivative of the function. The derived trapezoidal rule can therefore be used to compute fractional integrals and derivatives to within a given error tolerance. Through numerical testing it is shown that the new formula yields results that are orders-of-magnitude more accurate than the classical formula, even for arbitrary functions. A simple adaptive algorithm is proposed for computing the result of applying the Grünwald-Letnikov operator to a function to within a desired accuracy.
AB - In this paper, the trapezoidal rule for the Grünwald-Letnikov operator is derived. It is a trapezoidal rule in the sense that the formula yields the exact Grünwald-Letnikov derivative/integral of a piecewise linear function. Firstly, the formula for evenly spaced points is derived, and is used as a basis to derive the equivalent formula for arbitrary abscissae. Further, an analytic bound on the residual error is derived, which depends on a bound on the second derivative of the function. The derived trapezoidal rule can therefore be used to compute fractional integrals and derivatives to within a given error tolerance. Through numerical testing it is shown that the new formula yields results that are orders-of-magnitude more accurate than the classical formula, even for arbitrary functions. A simple adaptive algorithm is proposed for computing the result of applying the Grünwald-Letnikov operator to a function to within a desired accuracy.
KW - Error analysis
KW - Grünwald-Letnikov operator
KW - Trapezoidal rule
UR - http://www.scopus.com/inward/record.url?scp=85013766110&partnerID=8YFLogxK
U2 - 10.1007/s40435-016-0236-z
DO - 10.1007/s40435-016-0236-z
M3 - Article
AN - SCOPUS:85013766110
VL - 5.2017
SP - 18
EP - 29
JO - International Journal of Dynamics and Control
JF - International Journal of Dynamics and Control
SN - 2195-268X
IS - March
ER -