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The homework problems for math 609-602, focusing on polynomial interpolation of functions of one variable. Topics include proving properties of divided differences, leibniz formula, finding interpolating polynomials, and estimating interpolation errors.
Typology: Assignments
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Homework # Polynomial interpolation of functions of one variable
(1) Let f (x) = xn^ and f [x 0 , x 1 , ..., xn] be the divided difference of order n using the points x 0 < x 1 < ... < xn. Prove that: (a) (10 pts) f [x 0 , x 1 , ..., xn] = 1; (b) (10 pts) f [x 0 , x 1 , ..., xn− 1 ] = x 0 + x 1 + ... + xn− 1.
(2) (10 pts) If f [x 0 , x 1 ,... , xn] denotes the divided difference of order n prove the Leibnitz formula
(f g)[x 0 , x 1 ,... , xn] =
∑^ n
k=
f [x 0 , x 1 ,... , xk]g[xk, xk+1,... , xn].
(3) (10 pts) Find the Lagrange and backward Newton divided difference interpo- lating polynomials for the data (0, 1), (0. 5 , 2), (1, 3), (1. 5 , 4).
(4) (20 pts) Let
Ln,k(x) =
(x − x 0 )...(x − xk− 1 )(x − xk+1)...(x − xn) (xk − x 0 )...(xk − xk− 1 )(xk − xk+1)...(xk − xn)
Show that for any x the following relations are valid: (a)
∑n k=0 Ln,k(x) = 1; (b)
∑n k=0 x m k Ln,k(x) =^ x m (^) for m = 1, ..., n.
(5) (20 pts) Estimate the interpolation error of cos x in the interval (0, 0 .4) by a polynomial of degree 2 using the interpolation nodes x 0 = 0, x 1 = 0. 2 , x 2 = 0 .4. (6) (20 pts)
∑n k=0(x^ −^ xk) mLn,k(x) = 0 for m = 1, ..., n.
In your free time and for your amusement:
Show that if ω(x) = (x − x 0 )(x − x 1 )...(x − xn) then:
(1)
∑n k=0(x^ −^ xk) n+1Ln,k(x) = (−1)nω(x) (2)
∑n k=0(x^ −^ xk) n+2Ln,k(x) = (−1)nω(x) ∑n k=0(x^ −^ xk) (3)
∑n k=0 Ln,k(0)x
n+ k = (−1)
nx 0 .x 1 ...xn.
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