Math Problem Statement

Find the products A^2 and AB. Are these products upper triangular?

Solution

The image shows a matrix multiplication problem involving upper triangular matrices AA and BB. The matrices are defined, and the task is to find their products A2A^2 and ABAB, and determine whether these products are upper triangular.

Definitions:

  • Upper triangular matrix: A matrix is upper triangular if all the elements below the main diagonal are zero, i.e., aij=0a_{ij} = 0 for i>ji > j.

Given Matrices:

  • Matrix AA: 8 & 1 & -4 \\ 0 & 3 & 6 \\ 0 & 0 & 10 \end{bmatrix}$$
  • Matrix BB: 9 & 10 & 0 \\ 0 & 3 & 6 \\ 0 & 0 & -5 \end{bmatrix}$$

Matrix Products:

  1. Product ABAB:

    • From the image, the result of ABAB is: 0 & 0 & 72 \\ 0 & 27 & 89 \\ 90 & 39 & -41 \end{bmatrix}$$

    This matrix is not upper triangular because it has non-zero elements below the diagonal (specifically, 90 and 39).

  2. Product A2A^2:

    • From the image, the result of A2A^2 is: 64 & 0 & 11 \\ 0 & 9 & 0 \\ 100 & 78 & 0 \end{bmatrix}$$

    This matrix is also not upper triangular, as the entries below the diagonal are not zero (e.g., 100 and 78).

Conclusion:

Both products, ABAB and A2A^2, are not upper triangular. The calculations suggest that only AA and BB themselves are upper triangular, but their products do not maintain this property.

Would you like a detailed explanation of the multiplication process? Here are some related questions:

  1. What are the conditions for the product of two upper triangular matrices to also be upper triangular?
  2. Can a matrix product ever be upper triangular if one of the factors is not?
  3. How does the structure of matrix AA influence the result of A2A^2?
  4. What properties do upper triangular matrices maintain under addition and multiplication?
  5. How are determinants and eigenvalues of triangular matrices calculated?

Tip: When multiplying matrices, check the structure of the product to ensure it maintains properties like being triangular or symmetric.

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Math Problem Analysis

Mathematical Concepts

Linear Algebra
Matrix Multiplication
Upper Triangular Matrices

Formulas

Matrix multiplication formula
Conditions for a matrix to be upper triangular

Theorems

Theorem: The product of two upper triangular matrices is upper triangular

Suitable Grade Level

College (Linear Algebra course)