Rule of Thumb.
The "best a priori choice" of
interpolation nodes for the interval [-1,1] are the n+1 nodes
that are zeros of the Chebyshev polynomial
.
Here is a visual analysis of equally spaced
nodes verses
Chebyshev nodes on [-1,1], and
their affect on the magnitude of Q(x) in the remainder
term
.
Exploration 5.
![[Graphics:../Images/ChebyshevPolyMod_gr_150.gif]](../Images/ChebyshevPolyMod_gr_150.gif)
![[Graphics:../Images/ChebyshevPolyMod_gr_154.gif]](../Images/ChebyshevPolyMod_gr_154.gif)
![[Graphics:../Images/ChebyshevPolyMod_gr_158.gif]](../Images/ChebyshevPolyMod_gr_158.gif)
Observation. The magnitude of Q(x) is less when the Chebyshev nodes are used and larger when equally spaced notes are used. This becomes more pronounced when the degree is larger.
![[Graphics:../Images/ChebyshevPolyMod_gr_162.gif]](../Images/ChebyshevPolyMod_gr_162.gif)
![[Graphics:../Images/ChebyshevPolyMod_gr_166.gif]](../Images/ChebyshevPolyMod_gr_166.gif)
Are you convinced that using the Chebyshev
nodes on [-1,1], will decrease the magnitude of the
term Q(x) in the remainder term
?
(c) John H. Mathews 2004