Herremans, Huybrechs and Trefethen's lightning plus polynomial approximation conjecture

From papers

Let 0<α<10<\alpha<1, let N=N1+N2N=N_1+N_2, and define

rN(x)=j=1N1ajxpj+PN2(x),r_N(x)=\sum_{j=1}^{N_1}\frac{a_j}{x-p_j}+P_{N_2}(x),

where PN2P_{N_2} is a polynomial of degree N2N_2 and

pj=Cexp(2πα(N1j)),1jN1.p_j=-C\exp\left(-\frac{2\pi}{\sqrt{\alpha}}\big(\sqrt{N_1}-\sqrt{j}\big)\right),\qquad 1\leq j\leq N_1.

Herremans, Huybrechs and Trefethen's conjecture. There exist coefficients {aj}j=1N1\{a_j\}_{j=1}^{N_1} and a polynomial PN2P_{N_2} with N2=O(N1)N_2=\mathcal{O}(\sqrt{N_1}) such that

rN(x)xα=O(e2παN)|r_N(x)-x^\alpha|=\mathcal{O}\big(e^{-2\pi\sqrt{\alpha N}}\big)

as NN\to\infty, uniformly for x[0,1]x\in[0,1]. This conjecture concerns the optimal convergence rate of lightning plus polynomial approximations for xαx^\alpha; the corresponding rate is proved for x\sqrt{x} under an additional quadrature-error assumption, while the general case 0<α<10<\alpha<1 remains conjectural.

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Sources & referencesView supporting material

Primary source

Shuhuang Xiang, Shunfeng Yang and Yanghao Wu, “On the best convergence rates of lightning plus polynomial approximations”, arXiv:2312.16116 (2024).

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