view scripts/control/dlyap.m @ 75:505c8b681f66

[project @ 1993-08-30 15:11:21 by jwe] Initial revision
author jwe
date Mon, 30 Aug 1993 15:11:21 +0000
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children 16a24e76d6e0
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function x = dlyap (a, b)

# Usage: x = dlyap (a, b)
#
# Solve a x a' - x + b = 0 (discrete Lyapunov equation) for square
# matrices a and b.  If b is not square, then the function attempts 
# to solve either
#
#  a x a' - x + b b' = 0
#
# or
#
#  a' x a - x + b' b = 0
#
# whichever is appropriate.  Uses Schur decomposition as in Kitagawa
# (1977).

# Written by A. S. Hodel (scotte@eng.auburn.edu) August 1993.

  if ((n = is_square (a)) == 0)
    fprintf (stderr, "warning: dlyap: a must be square");
  endif

  if ((m = is_square (b)) == 0)
    [n1, m] = size (b);
    if (n1 == n)
      b = b*b';
      m = n1;
    else
      b = b'*b;
      a = a';
    endif
  endif

  if (n != m)
    fprintf (stderr, "warning: dlyap: a,b not conformably dimensioned");
  endif

  # Solve the equation column by column.

  [u, s] = schur (a);
  b = u'*b*u;

  j = n;
  while (j > 0)
    j1 = j;

# Check for Schur block.

    if (j == 1)
      blksiz = 1;
    elseif (s (j, j-1) != 0)
      blksiz = 2;
      j = j - 1;
    else
      blksiz = 1;
    endif

    Ajj = kron (s (j:j1, j:j1), s) - eye (blksiz*n);

    rhs = reshape (b (:, j:j1), blksiz*n, 1);

    if (j1 < n)
      rhs2 = s*(x (:, (j1+1):n) * s (j:j1, (j1+1):n)');
      rhs = rhs + reshape (rhs2, blksiz*n, 1);
    endif

    v = - Ajj\rhs;
    x (:, j) = v (1:n);

    if(blksiz == 2)
      x (:, j1) = v ((n+1):blksiz*n);
    endif

    j = j - 1;

  endwhile

# Back-transform to original coordinates.

  x = u*x*u';

endfunction