A general correction for numerical integration rules over piece-wise continuous functions
Shipra Mahata, Samala Rathan, Juan Ruiz-\'Alvarez, Dionisio F., Y\'a\~nez

TL;DR
This paper introduces a correction method for classical quadrature rules that improves their accuracy when integrating functions with known discontinuities by accounting for jumps in the function and its derivatives.
Contribution
The paper proposes a novel correction approach that enhances classical numerical integration rules to handle piece-wise continuous functions with discontinuities effectively.
Findings
Correction terms improve integration accuracy near discontinuities
Method maintains accuracy of classical rules for piece-wise functions
Numerical experiments validate theoretical improvements
Abstract
This article presents a novel approach to enhance the accuracy of classical quadrature rules by incorporating correction terms. The proposed method is particularly effective when the position of an isolated discontinuity in the function and the jump in the function and its derivatives at that position are known. Traditional numerical integration rules are exact for polynomials of certain degree. However, they may not provide accurate results for piece-wise polynomials or functions with discontinuities without modifying the location and number of data points in the formula. Our proposed correction terms address this limitation, enabling the integration rule to conserve its accuracy even in the presence of a jump discontinuity. The numerical experiments that we present support the theoretical results obtained.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsNumerical Methods and Algorithms
