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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) …
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
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 …
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 …
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 …
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 …
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 …
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 …
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 …
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.
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 …
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
$$\frac{(1-\sqrt{1-\rho^2})^ …
4
votes
Local positivity of solutions to linear differential inequalities (Chaplygin's theorem)
Chaplygin's theorem is true even for non-linear differential equations
of the form
$$y^{(n)}=F(x,y,y',\ldots,y^{(n-1)}),$$
under the only assumption that both $y$ and $z$ their derivatives $z$ exist
…
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 …