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Numerical algorithms for problems in analysis and algebra, scientific computation

4 votes
Accepted

Convergence of fixed point iteration algorithm

You do not specify your class of $f$, and most importantly, do not specify where the convergence should hold, for which $x_0$. In general, the answer on your question is Newton's method: $g(x)=x-f(x) …
Alexandre Eremenko's user avatar
2 votes

Proof that polynomial evaluated at roots of unity is DFT

You can look at my linear algebra lecture notes http://www.math.purdue.edu/~eremenko/dvi/fft2.pdf and .../fft.pdf
Alexandre Eremenko's user avatar
0 votes

Newton method for polynomials with random starting points

I know the references for question 4: MR3659421 Schleicher, Dierk; Stoll, Robin Newton's method in practice: Finding all roots of polynomials of degree one million efficiently. Theoret. Comput. Sci. 6 …
Alexandre Eremenko's user avatar
2 votes

Convergence rate of an iterative process

If $\phi(x)=x^m$ your function is analytic at $0$, and convergence rate can be found with very high precision. Same happens if it is analytic in sufficiently large sector with vertex at $0$. See about …
Alexandre Eremenko's user avatar
17 votes
Accepted

Approximating erf by tanh

Let $f(x)={\mathrm{erf}}(x)-\tanh(x)$. It can be easily seen from Taylor series at $0$ and from asymptotics at $\infty$ that $f(x)>0$ for small $x$ and for large $x$. Let us prove that $f(x)>0$ by co …
Alexandre Eremenko's user avatar
0 votes

Approximating a subclass of $L^2(\mathbb{R})$ by Schwartz functions within similar subclass

With your understanding of "positive", the answer is negative. Take a closed bounded totally disconnected set $E\subset R$ of positive measure. Let $f$ be the characteristic function of this set. I cl …
Alexandre Eremenko's user avatar
3 votes

Determining polynomial approximations of piecewise constant functions

This question has been studied in two papers of Peter Yuditskii and myself: Zbl 1241.41005 (arXiv:1008.3765) and Zbl 1168.30020 (arXiv:math/0604324), where we determined the polynomial of best approxi …
Alexandre Eremenko's user avatar
5 votes

Guaranteed correct digits of elementary expressions

Edited after the comment of Joel David Hamkins. The "correct $n$-th digit of a real number, of of real and imaginary part of a complex number is ill defined. For example, what is the $n$-th digit of t …
Alexandre Eremenko's user avatar
10 votes
Accepted

Approximation for complex variables

The theory of approximation in the complex plane is almost as rich as the theory on the real interval. Some of the good books are: D. Gaier, Lectures on complex approximation. Translated from the Germ …
Alexandre Eremenko's user avatar
2 votes

Approximating a function with sums of powers

Orthogonalize your powers on your interval using the Gram-Schmidt algorithm, and then apply the usual Fourier formulas for expansions in an orthogonal system.
Alexandre Eremenko's user avatar
4 votes

Polynomial and rational approximation of continuous functions in $\mathbb{C}$

The answers to the first series of questions are negative since a continuous function in general CANNOT be uniformly approximated by polynomials of $z$ uniformly on a set with non-empty interior: inde …
Alexandre Eremenko's user avatar
10 votes
Accepted

Optimal polynomial approximation of rational function $\frac{1}{1-x}$

This problem has an exact solution, written in the book N. I. Akhiezer, Theory of approximation. Dover Publications, Inc., New York, 1992, Chap II section 37. The error is $$\frac{(1-\sqrt{1-\rho^2})^ …
Alexandre Eremenko's user avatar
4 votes

Local positivity of solutions to linear differential inequalities (Chaplygin's theorem)

Chaplygin's theorem is true even for non-linear differential equations of the form $$y^{(n)}=F(x,y,y',\ldots,y^{(n-1)}),$$ under the only assumption that both $y$ and $z$ their derivatives $z$ exist …
Alexandre Eremenko's user avatar
17 votes

What are the shapes of rational functions?

There is a characterization of Schwarzian derivatives of rational maps: section 3 in the text: http://www.math.purdue.edu/~eremenko/dvi/schwarz3.pdf There is something similar also in arXiv:math/0512 …
Alexandre Eremenko's user avatar