Example 1.  Find the rational approximation [Graphics:Images/RationalApproxMod_gr_9.gif]for [Graphics:Images/RationalApproxMod_gr_10.gif] over the interval [-1,1].
1 (b).  Use Chebyshev interpolation nodes.

Solution 1 (b).

Set up the formula for  [Graphics:../Images/RationalApproxMod_gr_49.gif].

[Graphics:../Images/RationalApproxMod_gr_50.gif]



[Graphics:../Images/RationalApproxMod_gr_51.gif]


Calculate the values for the  [Graphics:../Images/RationalApproxMod_gr_52.gif] Chebyshev interpolation nodes.   

[Graphics:../Images/RationalApproxMod_gr_53.gif]

[Graphics:../Images/RationalApproxMod_gr_54.gif]

Form the  [Graphics:../Images/RationalApproxMod_gr_55.gif] ordinates.  

[Graphics:../Images/RationalApproxMod_gr_56.gif]

[Graphics:../Images/RationalApproxMod_gr_57.gif]

Form the set of  [Graphics:../Images/RationalApproxMod_gr_58.gif] equations to solve and find the solution.

[Graphics:../Images/RationalApproxMod_gr_59.gif]



[Graphics:../Images/RationalApproxMod_gr_60.gif]


Form the Chebyshev rational approximation.

[Graphics:../Images/RationalApproxMod_gr_61.gif]



[Graphics:../Images/RationalApproxMod_gr_62.gif]


Plot graphs of the function and its Chebyshev rational approximation over the interval  [-1,1].  But we will draw the graphs over [-2,2].

[Graphics:../Images/RationalApproxMod_gr_63.gif]


[Graphics:../Images/RationalApproxMod_gr_64.gif]

[Graphics:../Images/RationalApproxMod_gr_65.gif]


Find the error  over the interval  [-1,1].  

[Graphics:../Images/RationalApproxMod_gr_66.gif]


[Graphics:../Images/RationalApproxMod_gr_67.gif]

[Graphics:../Images/RationalApproxMod_gr_68.gif]


Comparison with the Taylor approximation.  

There were 5 coefficients to determine for the rational approximation, and a Maclaurin polynomial of degree 4 requires 5 coefficients.
Compare with the error in a [Graphics:../Images/RationalApproxMod_gr_69.gif] degree Maclaurin polynomial over the interval  [Graphics:../Images/RationalApproxMod_gr_70.gif].  

[Graphics:../Images/RationalApproxMod_gr_71.gif]


[Graphics:../Images/RationalApproxMod_gr_72.gif]

[Graphics:../Images/RationalApproxMod_gr_73.gif]



[Graphics:../Images/RationalApproxMod_gr_74.gif]


[Graphics:../Images/RationalApproxMod_gr_75.gif]

[Graphics:../Images/RationalApproxMod_gr_76.gif]


We can determine how much smaller the error is for the Chebyshev rational approximation.

[Graphics:../Images/RationalApproxMod_gr_77.gif]



[Graphics:../Images/RationalApproxMod_gr_78.gif]


Comparison with the Padé approximation.  

[Graphics:../Images/RationalApproxMod_gr_79.gif]


[Graphics:../Images/RationalApproxMod_gr_80.gif]

[Graphics:../Images/RationalApproxMod_gr_81.gif]



[Graphics:../Images/RationalApproxMod_gr_82.gif]


[Graphics:../Images/RationalApproxMod_gr_83.gif]

[Graphics:../Images/RationalApproxMod_gr_84.gif]


We can determine how much smaller the error is for the Chebyshev rational approximation.

[Graphics:../Images/RationalApproxMod_gr_85.gif]



[Graphics:../Images/RationalApproxMod_gr_86.gif]

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

(c) John H. Mathews 2004