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Find the best (in the least squares sense) second-degree polynomial approximation to each of the given functions over the interval -1<x<1.

³¦´Ç²õÏ€³æ

Short Answer

Expert verified

The second-degree polynomial approximation for the function f(x)=³¦´Ç²õÏ€³æ is f(x)= -5/4 (6/Ï€2+1) (3x2-`1). .

Step by step solution

01

Concept of Legendre series:

Legendre series of the function f(x) is,

f(x) = ∑l=0∞clPl(x) ..... (1)

On Solving:

∫-11f(x)pm(x) dx= ∑l=0∞cl ∫-11Pm(x) Pl(x) dx

cm[2/2m+1] =∫-11f(x)pm(x) dx ..... (2)

02

Obtain the value of different coefficients of the series:

Given function is

f(x) = ³¦´Ç²õÏ€³æ

Now calculating for m=0:

2c0 = ∫-11f(x)P0(x) dx

2c0 = ∫-11 ³¦´Ç²õÏ€³æ P0(x) dx

c0 = ∫01 ³¦´Ç²õÏ€³æ P0(x) dx

c0 =0

Now calculating for m=1:

2/3 c1 = ∫-11f(x)P1(x) dx

2/3 c1 = ∫-11 x ³¦´Ç²õÏ€³æ P1(x) dx

c1 =0

Now calculating for m=2:

2/5 c2 = ∫-11f(x)P2(x) dx

2/5 c2 = 1/2 ∫-11 ³¦´Ç²õÏ€³æ (3x2-1) dx

2/5 c2 = ∫01 3x2 ³¦´Ç²õÏ€³æ - ∫01 1 dx

2/5 c2 = 6/π2cosπ -1

Therefore,

c2 = -5/2 (6/Ï€2+1)

03

Put the value of coefficients in the function and find the best second degree polynomial:

On putting the coefficients in function, f(x) = -5/2 (6/Ï€2+1)P2(x).

The best second-degree polynomial approximation is, -5/4 (6/Ï€2+1) (3x2-`1).

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