PROVED
This has been solved in the affirmative.
For $x_1,\ldots,x_n\in [-1,1]$ let\[l_k(x)=\frac{\prod_{i\neq k}(x-x_i)}{\prod_{i\neq k}(x_k-x_i)},\]which are such that $l_k(x_k)=1$ and $l_k(x_i)=0$ for $i\neq k$.
Describe which choice of $x_i$ minimise\[\Lambda(x_1,\ldots,x_n)=\max_{x\in [-1,1]} \sum_k \lvert l_k(x)\rvert.\]
The functions $l_k(x)$ are sometimes called the fundamental functions of Lagrange interpolation, and $\Lambda$ is sometimes called the
Lebesgue constant.
Faber
[Fa14] proved\[\Lambda(x_1,\ldots,x_n)\gg \log n\]for all choices of $x_i$, and Bernstein
[Be31] proved it is $>(\frac{2}{\pi}-o(1))\log n$. Erdős
[Er61c] improved this to\[\Lambda(x_1,\ldots,x_n)> \frac{2}{\pi}\log n-O(1).\]This is best possible, since taking the $x_i$ as the roots of the $n$th Chebyshev polynomial yields\[\Lambda(x_1,\ldots,x_n)< \frac{2}{\pi}\log n+O(1).\]Erdős thought that the minimising choice is characterised by the property that the sums\[\lambda_i=\max_{x\in [x_i,x_{i+1}]}\sum_k \lvert l_k(x)\rvert\]are all equal for $0\leq i\leq n$ (where $x_0=-1$ and $x_{n+1}=1$). This conjecture was also made by Bernstein
[Be31]. Kilgore and Cheney
[KiCh76] proved that there exists $x_i$ for which all $\lambda_i$ are equal. Kilgore
[Ki77] proved that $\Lambda$ is minimised only when all $\lambda_i$ are equal. Finally, de Boor and Pinkus
[dBPi78] proved that there exists a unique minimising choice of $x_i$.
If $x_1=-1$ and $x_n=1$ then there is a unique minimising set of $x_i$, which are symmetric around $0$. (Such a choice is called canonical.) The exact minimising canonical choice is known only for $n\leq 4$. For $n=2$ the points are $-1,1$ (with $\Lambda=1$). For $n=3$ the points are $-1,0,1$ (with $\Lambda=1.25$), as shown by Bernstein
[Be31]. Rack and Vajda
[RaVa15] have shown that for $n=4$ the points are $-1,-t,t,1$ where $t\approx 0.4177$ is an explicit algebraic constant (with $\Lambda \approx 1.4229$).
In
[Er67] Erdős suggests that an easier variant might be to have the $x_i\in \mathbb{C}$ with $\lvert x_i\rvert=1$, and seek to minimise $\max_{\lvert z\rvert=1}\sum_{k}\lvert l_k(z)\rvert$, adding it 'seems certain' that the minimising $x_i$ are the $n$th roots of unity. This was proved by Brutman
[Br80] for odd $n$ and by Brutman and Pinkus
[BrPi80] for even $n$.
See also
[671],
[1130], and
[1132].
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This page was last edited 17 January 2026.