Math Problem Statement

Calculate the trace of the product of two matrices.

Solution

The given problem asks us to find the trace of a matrix that results from multiplying two matrices:

A=[1222],B=[2103]A = \begin{bmatrix} 1 & 2 \\ -2 & 2 \end{bmatrix}, \quad B = \begin{bmatrix} 2 & 1 \\ 0 & 3 \end{bmatrix}

First, let me multiply these two matrices AA and BB:

Step 1: Matrix Multiplication A×BA \times B

The product of matrices AA and BB, denoted as C=A×BC = A \times B, is calculated as follows:

C=[1222][2103]C = \begin{bmatrix} 1 & 2 \\ -2 & 2 \end{bmatrix} \begin{bmatrix} 2 & 1 \\ 0 & 3 \end{bmatrix}

To multiply these matrices, we calculate each element cijc_{ij} of the resulting matrix CC:

  • c11=(12)+(20)=2c_{11} = (1 \cdot 2) + (2 \cdot 0) = 2
  • c12=(11)+(23)=1+6=7c_{12} = (1 \cdot 1) + (2 \cdot 3) = 1 + 6 = 7
  • c21=(22)+(20)=4c_{21} = (-2 \cdot 2) + (2 \cdot 0) = -4
  • c22=(21)+(23)=2+6=4c_{22} = (-2 \cdot 1) + (2 \cdot 3) = -2 + 6 = 4

Thus, the product matrix CC is:

C=[2744]C = \begin{bmatrix} 2 & 7 \\ -4 & 4 \end{bmatrix}

Step 2: Calculate the Trace

The trace of a matrix is the sum of the elements on the main diagonal. For matrix CC:

Trace(C)=c11+c22=2+4=6\text{Trace}(C) = c_{11} + c_{22} = 2 + 4 = 6

Final Answer

The trace of the resulting matrix is:

6\boxed{6}

Do you want any additional details or have further questions?

Here are some related questions that may expand your understanding:

  1. What are the properties of the trace of a matrix?
  2. How do you find the determinant of a product of two matrices?
  3. Can you explain the significance of the trace in linear algebra?
  4. What happens to the trace if we transpose the resulting matrix?
  5. How does matrix multiplication affect eigenvalues and their sum?

Tip: The trace of a matrix is invariant under transposition, meaning Tr(A)=Tr(AT)\text{Tr}(A) = \text{Tr}(A^T). This can be useful in simplifying computations involving traces.

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Math Problem Analysis

Mathematical Concepts

Matrix Multiplication
Trace of a Matrix

Formulas

Trace formula: Tr(A) = sum of diagonal elements of A
Matrix multiplication formula

Theorems

Properties of the trace of a matrix

Suitable Grade Level

Grades 10-12