Example 3. Compare
the "discrete least squares approximation" and "continuous least
squares approximation," on the interval
.
3 (a). Use the
function
.
Solution 3 (a).
![[Graphics:../Images/LegendrePolyMod_gr_92.gif]](../Images/LegendrePolyMod_gr_92.gif)
![[Graphics:../Images/LegendrePolyMod_gr_94.gif]](../Images/LegendrePolyMod_gr_94.gif)
![]()
![[Graphics:../Images/LegendrePolyMod_gr_96.gif]](../Images/LegendrePolyMod_gr_96.gif)
![[Graphics:../Images/LegendrePolyMod_gr_97.gif]](../Images/LegendrePolyMod_gr_97.gif)
![[Graphics:../Images/LegendrePolyMod_gr_98.gif]](../Images/LegendrePolyMod_gr_98.gif)
![[Graphics:../Images/LegendrePolyMod_gr_99.gif]](../Images/LegendrePolyMod_gr_99.gif)
![[Graphics:../Images/LegendrePolyMod_gr_100.gif]](../Images/LegendrePolyMod_gr_100.gif)
![[Graphics:../Images/LegendrePolyMod_gr_101.gif]](../Images/LegendrePolyMod_gr_101.gif)
We are done.
Let us investigate the linear system involved in this example.
![[Graphics:../Images/LegendrePolyMod_gr_103.gif]](../Images/LegendrePolyMod_gr_103.gif)
We are really done.
Aside. We can
calculate the coefficients
by
directly setting up the matrix
vector
. This
is just for fun !
![[Graphics:../Images/LegendrePolyMod_gr_108.gif]](../Images/LegendrePolyMod_gr_108.gif)
This is the same as we obtained previously.
(c) John H. Mathews 2005