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to COMP 205 Homework 4 Feb 11, 1998 Due: Feb 18, 1998

Problems

  1. (10 points) Given a matrix,

    Derive expressions for the two singular values of as functions of w,x,y and z. (10 points)

  2. (10 points) Consider the complex system , where . Moreover, the matrices and are real. Compare the operation counts of Gaussian elimination applied to the real system and the original complex system, assuming that complex multiplication takes four real multiplications and two additions. How many real f.p. operations does complex division require?

  3. (10 points) A matrix is called Hessenberg if when . How many operations are required to solve by Gaussian elimination? If is normalized so that for all i,j, and partial pivoting is used in Gaussian elimination, show that the elements of (in decomposition, are less than n in magnitude.

  4. (10 points) Given a real non-singular tri-diagonal matrix:

    Show that it has a factorization , where

    Give an efficient algorithm to compute and . What is its operation count?





Dinesh Manocha
Wed Feb 11 01:10:02 EST 1998