Upper Triangular Matrices
1. **Problem Statement:** We are given two 3x3 upper triangular matrices:
$$A = \begin{bmatrix} a & 1 & 3 \\ 0 & e & 4 \\ 0 & 0 & 2 \end{bmatrix}, \quad B = \begin{bmatrix} \psi & r & 0 \\ 0 & 1 & \phi \\ 0 & 0 & f \end{bmatrix}$$
2. **Goal:** Understand properties such as the product, determinant, or eigenvalues of these matrices.
3. **Key Properties of Upper Triangular Matrices:**
- The determinant is the product of the diagonal elements.
- The eigenvalues are the diagonal elements.
- The product of two upper triangular matrices is also upper triangular.
4. **Determinants:**
- For matrix $A$, $$\det(A) = a \times e \times 2 = 2ae$$
- For matrix $B$, $$\det(B) = \psi \times 1 \times f = \psi f$$
5. **Eigenvalues:**
- For $A$: $a$, $e$, and $2$
- For $B$: $\psi$, $1$, and $f$
6. **Matrix Product $C = AB$:**
Calculate $C = AB$ where
$$C_{ij} = \sum_{k=1}^3 A_{ik} B_{kj}$$
Calculate each element:
- $C_{11} = a\psi + 1 \times 0 + 3 \times 0 = a\psi$
- $C_{12} = a r + 1 \times 1 + 3 \times 0 = a r + 1$
- $C_{13} = a \times 0 + 1 \times \phi + 3 \times f = \phi + 3f$
- $C_{21} = 0 \times \psi + e \times 0 + 4 \times 0 = 0$
- $C_{22} = 0 \times r + e \times 1 + 4 \times 0 = e$
- $C_{23} = 0 \times 0 + e \times \phi + 4 \times f = e\phi + 4f$
- $C_{31} = 0 \times \psi + 0 \times 0 + 2 \times 0 = 0$
- $C_{32} = 0 \times r + 0 \times 1 + 2 \times 0 = 0$
- $C_{33} = 0 \times 0 + 0 \times \phi + 2 \times f = 2f$
So,
$$C = \begin{bmatrix} a\psi & a r + 1 & \phi + 3f \\ 0 & e & e\phi + 4f \\ 0 & 0 & 2f \end{bmatrix}$$
7. **Summary:**
- Both $A$ and $B$ are upper triangular.
- Their determinants are $2ae$ and $\psi f$ respectively.
- Their eigenvalues are the diagonal elements.
- The product $AB$ is also upper triangular with the matrix $C$ as above.
This analysis helps understand matrix multiplication and properties of upper triangular matrices.