The Christoffel function is the reciprocal of the diagonal Christoffel-Darboux kernel,
|
(1)
|
where
are orthonormal polynomials
for a finite positive measure
on the real line with finite
moments of all orders and infinite support. Here
is real.
This convention uses polynomials of polynomial
degree at most
;
another common convention indexes the same function by
, the number of terms.
The function has the variational characterization
|
(2)
|
where the minimum is over real polynomials. Its unique minimizer is
|
(3)
|
Expanding
in the orthonormal polynomials
and applying the Schwarz's inequality to
proves the characterization (Simon
2008).
The Christoffel function is positive and nonincreasing as
increases. At the zeros
of
, the weights in Gaussian
quadrature are the Christoffel numbers
|
(4)
|
Scaling the measure by multiplies the Christoffel function by
.
For
on
,
the Legendre polynomials give
|
(5)
| |||
|
(6)
| |||
|
(7)
|
The figure compares , 1, 2, 4, and 8. The marked points on the blue curve
are at
, 0, and
, with heights
,
, and
. These are the weights of three-point
Gaussian quadrature.