Solving Matrices Equations: Finding X for A*X*B^T = C

  • Thread starter Thread starter oxxiissiixxo
  • Start date Start date
  • Tags Tags
    Matrices
Click For Summary
SUMMARY

This discussion focuses on solving matrix equations, specifically finding matrices X that satisfy the equations A*X*B^T = C and U_1X + XU_2 = Z. The LU factorizations of matrices A and B are essential for determining the conditions under which solutions exist. Additionally, the discussion outlines an algorithm to find X in O(mn(m+n)) floating-point operations and specifies conditions on upper-triangular matrices U_1 and U_2 for unique solutions.

PREREQUISITES
  • Understanding of LU factorization in linear algebra
  • Familiarity with matrix operations and properties
  • Knowledge of upper-triangular matrices
  • Basic concepts of floating-point operations (flops)
NEXT STEPS
  • Study LU factorization techniques for matrix equations
  • Learn about algorithms for solving linear matrix equations
  • Research the properties of upper-triangular matrices and their implications
  • Explore examples of matrix equations with unique and non-unique solutions
USEFUL FOR

Mathematicians, students in linear algebra, and anyone involved in computational mathematics or algorithm development for solving matrix equations.

oxxiissiixxo
Messages
27
Reaction score
0

Homework Statement


1)Find all matrices X that satisfy the equation A*X*B^T = C, in terms of the LU
factorizations of A and B. State the precise conditions under which there are no
solutions.

B^T is the transpose of B.

2) Let U_1 and U_2 be two upper-triangular matrices. Let Z be an m × n matrix. Let
X be an unknown matrix that satisfies the equation
U_1X + XU_2 = Z.
A. Give an algorithm to find X in O(mn(m+ n)) flops (floating-point operations).
B. Find conditions on U_1 and U_2 which guarantee the existence of a unique solution
X.
C. Give a non-trivial example (U_1 is not equal to 0, U_2 is not equal to 0, X is not equal to 0) where those conditions are
not satisfied and
U_1X + XU_2 = 0.


Homework Equations





The Attempt at a Solution


any hints?
 
Physics news on Phys.org
anyone has any hints? how should i attempt these problems?
 

Similar threads

  • · Replies 18 ·
Replies
18
Views
3K
  • · Replies 2 ·
Replies
2
Views
1K
Replies
2
Views
2K
  • · Replies 5 ·
Replies
5
Views
2K
  • · Replies 8 ·
Replies
8
Views
2K
Replies
3
Views
2K
Replies
9
Views
2K
Replies
4
Views
2K
  • · Replies 1 ·
Replies
1
Views
3K
  • · Replies 7 ·
Replies
7
Views
2K