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Splines and their properties and applications. A spline is a function defined piecewise by polynomials, and is typically used in interpolating problems.
1
vote
Accepted
Spline Interpolation error of higher degree
The following paper by de Boor suggests that this is the case, although he develops the proof only up to degree 6 splines.
de Boor, C., On the convergence of odd-degree spline interpolation, J. …
2
votes
Relation between Cox-deBoor recursion and Convolution (b-spline basis)
The B-Spline basis functions as defined by the Cox-DeBoor formula cannot, in general, be constructed
with convolution.
The convolution construction, as I'll explain below, only works for the special c …
1
vote
Accepted
General reparameterization of a B-spline
B-splines are a basis-function representation for piecwise polynomial functions. …
1
vote
Bounds on the second derivative of a natural cubic spline in terms of the data
However, I believe the most straightforward way to attain them in our context
is in constructions of cubic splines that begin by integrating the second derivative constraints. …
0
votes
Accepted
Rule to determine rotationally invariant orders of the points of arbitrary 2d splines
First, if there is a rotational symmetry in the curve, for example a line segment or an S-shape, then you cannot achieve
your goal since the 180-degree rotated curve is exactly identical to the origin …
3
votes
Accepted
Interpolation nodes for linear spline (piecewise-linear) interpolation of $x \ln x$
There is an analytical solution to the problem in the following sense:
Given a number $N$, the optimal interpolation points
$x_0=0, x_1, ..., x_{N-1}=1$
are the roots of an $(N-2) \times (N-2)$ syste …
1
vote
Polynomial-preserving boundary conditions for spline interpolation
There are no generic boundary conditions that guarantee that the interpolating spline reproduces a sampled polynomial.
On the other hand, any $p-1$ conditions (where $p$ is the spline polynomial degre …
3
votes
Do splines preserve monotonicity?
Not only is the answer "no", but for any number $N$ you can construct a monotone function and sample it such that the natural spline approximation will have $N$ extremum points.
See the figure (and i …
3
votes
Accepted
Optimal $L^2$ bounds of cubic spline interpolation
These polynomials are what the inner splines in the example converge to.
The last thing that is left to do is to show that we can build a similar construction with a $C^4$ function. …
3
votes
Integrating B-Spline composed with log
The $\int_a^b f(\log x) dx$ expression actually has a nice analytical form, which enables to evaluate it in an elegant manner.
First, we perform a change of variables $y=\log x$, $dx = x dy = e^y dy$ …
2
votes
Splines with bounded first derivative?
This is an interesting question and as @user100927 has correctly commented, a necessary condition for this to be possible is:
$$\int_{x_i}^{x_{i+1}}f(x)dx ≤ y_{i+1}−y_i$$ for all $i$.
To prove this c …
4
votes
Maximum of a B-spline
Using the recursive derivative formula (see for example here):
$$N'_{i,p}(t) = \frac{p}{t_{i+p}-t_i} N_{i,p-1}(t) - \frac{p}{t_{i+p+1}-t_{i+1}} N_{i+1,p-1}(t)$$
We get that the maximum is achieved whe …
1
vote
Cubic interpolating spline – number of extremum points
The final bound, which I will develop using B-Splines, is $n-1$. I'll also show that his bound is tight. … However, as I said above, we can do better using the theory of B-Splines. …