Problems-linear algebra and numerical analysis


Problems:

Linear Algebra and Numerical Analysis

Questions on a Sequence of Polynomials.

Let Tk be the sequence of polynomials defined by

              T0(x) = 1, T1(x) = x, Tk+1(x) = 2xTk(x) - Tk-1(x) k>1

1) Show that Tk is a polynomial of degree k. Calculate the coefficient of xk of Tk .

2) Show by induction that Tk(cosθ) = cos(kθ)for all real θ.

3) Deduce that if x∈[-1,1], |Tk(x)|< 1.

4) Show that for all whole natural numbers n, we have

                           (x-x0)(x-x1)...(x-xn) = 2-nTn+1(x)

where xi = cos[(1+2i)∏/2(n+1)], i = 0,1,....n.Give a numerical approximation of these numbers for n = 4, to the precision of your calculator.

5) Let us consider the function f defined as ƒ(x) = ex.Evaluate the Lagrange interpolation polynomial P of f at the points that we calculated in the previous question.

6) Estimate the error for ƒ(x) - P(x) for x∈[-1,1].

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