Florin A. Radu MAT260: Numerical Algorithms II Spring semester 2012 11. Sheet of exercises Exercise 58 Let f : R → R be a real valued, periodic function. Consider the Fourier polynomial given by fn (x) = a0 + 2 n X ak cos(kx) + 2 k=1 n X bk sin(kx), (1) k=1 1 R 2π 1 R 2π f (x)cos(kx)dx and b := f (x)sin(kx)dx. k 2π 0 2π 0 Consider the functions with ak := a) f (x) = |x|, x ∈ [−π, π) and f (x + 2π) = f (x) for all x ∈ R. b) f (x) = x2 , x ∈ [0, 2π) and f (x + 2π) = f (x) for all x ∈ R. i) Compute in each case the Fourier coefficients ak and bk . ii) Implement the polynomials fn for n = 3, 5, 7 and 9. Plot the polynomials and the function (for each function separately) in the same plot for every n. iii) Show that the following series is convergent and compute its limit: ∞ X 1 . 2 k k=1 Exercise 59 i) Write a matlab program to compute the coefficients (ak , bk ) of the system of polynomials as given in the recursive formula pk+1 := (x − ak )pk − bk pk−1 hxpk , pk i hxpk , pk−1 i and bk = , b0 arbitrarly, and hp hpk−1 , pk−1 i R 1k , pk i := 0. hf, gi := −1 f (x)g(x)dx. for all k ≥ 0, where ak = p0 := 1, p−1 ii) Write a Matlab program to compute the Jacobi matrix Jn associated with the polynomial pn , i.e. √ a0 b1 √0 ... ... √ b 1 a1 b2 0 ... Jn = .. . . p 0 ... 0 bn−1 an−1 1 iii) Write a Matlab program to compute the nodes and the weights of the Gauss quadrature for 2, 3 and 4 points (i.e. n = 1, 2 or 3 and the roots are given by the eigenvalues of J2 , J3 and J4 respectively) associated with the system of polynomial defined above. Use the Matlab command eig to get the eigenvalues. R1 R1 iv) Compute the integrals I1 = −1 ex dx and I2 = −1 x2 ex dx by using the above implemented quadrature formulas. Compare your results with the exact values of the integrals and with approximation by using the trapezoidal rule. v) Compute for n = 1, 2 or 3 and f (x) = ex the polynomial fn∗ which is the discrete approximation of the Fouries polynomial fn obtained by using the (n + 1) - points Gauss quadrature associated with the system of polynomials defined above. Plot the function and the obtained polynomial approximations in one plot. 2

* Your assessment is very important for improving the work of artificial intelligence, which forms the content of this project

Download PDF

advertisement