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Analytic ellipse data give exponential Chebyshev–Lobatto interpolation error
Statement
Let , and let be the closed Bernstein ellipse
together with its interior. Suppose is real-valued on , extends holomorphically to an open neighborhood of , and satisfies on . Then for every ,
Facts & Assumptions
Given: , a function holomorphic near with there, and .
A continuous function holomorphic away from one point on a star-shaped domain has a primitive and zero closed-contour integrals: a holomorphic function on a star-shaped open set has zero integral around every closed rectifiable contour in that set.
and for every and Quarter-turn values and shifts by pi/2 and pi: and cosine is -periodic on the real line; Parity and the Pythagorean identity for sine and cosine gives its evenness.
Chebyshev–Lobatto interpolation folds polynomial modes: for the folded degree .
Chebyshev polynomials are orthogonal for the arcsine weight: the Chebyshev modes have squared norms at degree zero and at positive degrees, and a continuous function pairing to zero with every mode is zero. The coefficient convention used in this proof is defined explicitly in step 2.1.
Arcsine-weighted inner product on the Chebyshev interval: the angular measure has total mass , so .
For , , and for the series diverges: for with , .
Complex sine, cosine, hyperbolic sine, and hyperbolic cosine from the complex exponential and Complex sine, cosine, hyperbolic sine, and hyperbolic cosine are entire with their standard derivatives: complex cosine is entire and . The complex exponential is entire (The complex exponential is entire and its complex derivative is itself); its sums, products, and compositions are complex differentiable by The chain rule for complex derivatives and Linearity, product, reciprocal, and quotient rules for complex derivatives, and complex differentiability implies continuity (Complex differentiability at a point implies continuity there).
, and the complex exponential extends the real exponential and , and exactly when : the complex exponential adds and for every integer . , , and gives its Cartesian form and modulus; Parity and the Pythagorean identity for sine and cosine gives the real sine and cosine parity used in the coefficient formula.
The natural logarithm as the inverse of the exponential function and Order, continuity, range, and the product, quotient, and reciprocal laws for the natural logarithm: for with , and . The real exponential is strictly increasing and (The exponential function is strictly increasing, The real exponential function and the number by a power series).
The exponential is positive and satisfies , Integer powers , and Laws of integer exponents: for each natural .
Proof
Put . For , , let , so by [F10]. The definitions in [F8] and Cartesian formula [F9] give , where and . For , and : the differences are and . Therefore for , so the image lies in the filled ellipse ; at it lies on . The closed rectangle is compact and lies in the open set , where is a neighborhood on which is holomorphic. Hence a slightly larger open rectangle still lies in ; it is convex and therefore star-shaped. By [F8], is holomorphic on , and each is holomorphic and continuous there by [F8]. On the lower edge .
For each define , and define . For real , is even and is real; Euler's identity [F9] makes the sine part of vanish, so this integral is . Also is -periodic: is periodic by [F8]--[F9], and by [F9]. Apply [F1] to the boundary of ; the vertical integrals cancel by periodicity, so the top and lower horizontal integrals, both oriented from left to right, are equal. On the lower edge, [F9] and [F11] give , hence . Also by the defining integral and the bound .
The coefficient bounds in step 2.1 make uniformly convergent, since [F2] and [F6] give . Uniform convergence permits termwise integration against each bounded ; orthogonality [F4] shows that this series and have the same coefficients as defined in step 2.1. Their continuous difference therefore pairs to zero with every Chebyshev mode, so [F4] gives on .
By [F3], every mode with interpolates to a Chebyshev mode. Each such mode has sup norm at most one by [F2] and [F6]. Thus the series tail and its interpolant each have sup norm at most , and where [F7] evaluates the geometric tail.
Apply [F5] to the uniform error in step 4.1. This yields , as claimed.
Depends on
- Chebyshev–Gauss–Lobatto collocation grid
- Chebyshev–Lobatto interpolation folds polynomial modes
- Arcsine-weighted inner product on the Chebyshev interval
- Chebyshev polynomials are orthogonal for the arcsine weight
- A continuous function holomorphic away from one point on a star-shaped domain has a primitive and zero closed-contour integrals
- $T_n(\cos\theta)=\cos(n\theta)$ and $U_n(\cos\theta)\sin\theta=\sin((n+1)\theta)$ for every $n\in\mathbb N$
- Quarter-turn values and shifts by pi/2 and pi
- Signs, monotonicity intervals, and ranges of sine and cosine
- Parity and the Pythagorean identity for sine and cosine
- For $|r| < 1$, $\sum_{k \ge 0} r^k = 1/(1-r)$, and for $|r| \ge 1$ the series diverges
- Complex sine, cosine, hyperbolic sine, and hyperbolic cosine from the complex exponential
- Complex sine, cosine, hyperbolic sine, and hyperbolic cosine are entire with their standard derivatives
- The complex exponential is entire and its complex derivative is itself
- The chain rule for complex derivatives
- Linearity, product, reciprocal, and quotient rules for complex derivatives
- Complex differentiability at a point implies continuity there
- $\exp(z+w)=\exp z\,\exp w$, and the complex exponential extends the real exponential
- $\ker(\exp)=2\pi i\mathbb Z$, and $\exp z=\exp w$ exactly when $z-w\in2\pi i\mathbb Z$
- $\exp(x+iy)=e^x(\cos y+i\sin y)$, $|\exp(x+iy)|=e^x$, and $e^{i\pi}+1=0$
- The natural logarithm as the inverse of the exponential function
- Order, continuity, range, and the product, quotient, and reciprocal laws for the natural logarithm
- The exponential function is strictly increasing
- The real exponential function and the number $e$ by a power series
- The exponential is positive and satisfies $\exp(-x)=1/\exp(x)$
- Integer powers $a^m$
- Laws of integer exponents
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Sources
- Jie Shen and Tao Tang, Spectral and High-Order Methods with Applications, §1.8 (standard reference, not scraped)
- Lloyd N. Trefethen, Finite Difference and Spectral Methods for Ordinary and Partial Differential Equations, Ch. 8 (standard reference, not scraped)