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Numerical algorithms for problems in analysis and algebra, scientific computation
2
votes
1
answer
81
views
IVP accuracy - scheme accuracy Vs. derivative accuracy?
General Question: If I have an IVP with periodic and continuous initial condition, which rules the accuracy of the scheme - the manner in which we approximate spatial derivative or the acuuracy of the …
2
votes
3
answers
316
views
What are some good sanity checks for simulating BNLS?
After doing some googling, I failed to find any explicit solution for the Biharmonic Nonlinear Schrodinger Equation, which states:
$$
i\psi (x,t) _t - \Delta ^2 \psi (x,t) + |\psi (x,t) | ^{2 \sigma} …
0
votes
1
answer
158
views
Clenshaw-Curtis integration without Fourier
The Clenshaw-Curtis quadrature rule approximates an integral $I=\int\limits_{-1}^{1} f(x) \, dx$ by $$I\approx I_n = \sum\limits_{j=1}^N f(x_j)w_j \, ,$$
where the $x_j$'s are the roots of the $N$-th …
0
votes
0
answers
60
views
Why Does a quadratic phase term in BNLS causes collapse?
I've heard a couple of times that in the Biharmonic Nonlinear Schrodinger Equation,
$i\psi_z + \Delta ^2 \psi + |\psi | ^{2\sigma } \psi =0 $, $\psi (x, 0) = \psi _0 (x) \in H^2( \mathbb{R} ^d ) $
a …
1
vote
1
answer
304
views
Condition Number and CFL Condition in Finite difference Methods [closed]
when applying a Finite Difference scheme for an IVP, two factors come to mind when considering stability:
One factor would be the condition number of the approximation operator. The other factor woul …
1
vote
2
answers
270
views
Numerical Computation of Orthogonal Polynomials Recurrence Relations
Background and notations: Given an interval $I\subseteq \mathbb{R}$ and a continuous finite measure $d\mu = w(x)dx$, and denote $p_n(x)$ the orthogonal polynomials with respect to $d\mu$. We have the …
0
votes
1
answer
171
views
Distance of distributions of random variables, without PDF
Consider an interval $I$ with a smooth probability measure $d\mu (x) = c(x) dx$ and two known real measurable functions $f_1(x)$,$f_2(x)$. Both functions define a distribution on $X = {\rm Im} \, [f_1 …
5
votes
3
answers
902
views
Interpolation by rational functions reference
I have been hearing a lot about a theory of interpolation using rational function, parallel to that of polynomial interpolation.
I'm looking for a book chapter, or even short lecture notes, that will …
6
votes
2
answers
807
views
Symmetric matrix formula for Gauss-Legendre quadrature
While searching the web, I came across the following algorithm for the Gauss-Legendre quadrature. I wasn't able to find a reference or a proof of my own as to why it works. I'll present it, and the qu …
1
vote
1
answer
522
views
PDF and CDF using Gauss-Legendre quadrature
Consider the unit interval $I$ with a continuous probability measure $\mu$, and consider a smooth random variable $f:I\to \mathbb{R}$. We can define its cumulative distribution function and probabilit …
14
votes
2
answers
1k
views
Computing Gauss Legendre quadrature for large $N$
I've been scanning across the web, and haven't found a good method to compute the Gauss Legendre abscissas and weights $\{ x_j, w^j \} _{j=1}^N$ for large $N\in\mathbb{N}$. My question is how to do it …
4
votes
1
answer
467
views
Polynomial interpolants in quadrature points and L2 convergence spectral rate
We recall that the Lagrange Interpolation Polynomial $p_n(x)$ of a function $f\in C^n(\Omega )$ for some $\Omega \subseteq \mathbb{R}$ and $n\in \mathbb{N}$, has a pointwise error term of the form $$| …