Math Problem Statement

Find the rank of the matrix using canonical form.

Solution

It appears that you're working on determining the rank of a matrix using its canonical form. Let's walk through the solution steps presented in the image:

  1. Matrix AA: The matrix you're working with is:

    2 & 1 & 3 & 4 \\ 0 & 3 & 4 & 1 \\ 2 & 3 & 7 & 5 \\ 2 & 5 & 11 & 6 \end{bmatrix}$$
  2. Row Reduction: The steps show a process of performing row operations to transform the matrix into row echelon form.

  3. Row Operations:

    • First, R1R_1 is divided by 2.
    • Then R3R_3 is replaced by R32R1R_3 - 2R_1.
    • R4R_4 is replaced by R42R1R_4 - 2R_1.
    • Further row reductions are performed to simplify the matrix.
  4. Final Matrix: After performing all the row operations, the matrix becomes:

    1 & 0.5 & 1.5 & 2 \\ 0 & 2 & 4 & 1 \\ 0 & 0 & 4 & 1 \\ 0 & 0 & 4 & 8 & 2 \end{bmatrix}$$ From this, you can see that there are 3 non-zero rows, indicating that the rank of the matrix is **3**.

The conclusion seems correct based on the row-reduction process, and the matrix's rank is indeed 3.

Let me know if you want further details on the row operations or need help with a related topic.


Here are 5 related questions to deepen your understanding:

  1. What is the definition of the rank of a matrix?
  2. Why is the canonical form useful for finding the rank of a matrix?
  3. Can a matrix have a rank larger than the number of rows or columns?
  4. How can you determine the rank of a matrix using determinants?
  5. What is the relationship between the rank of a matrix and its nullity?

Tip: When performing row operations, always aim to simplify the leading entries of each row (pivot points) while keeping the rows above and below them zero.

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Math Problem Analysis

Mathematical Concepts

Linear Algebra
Matrix Rank
Row Echelon Form

Formulas

Row operations for canonical form
Matrix rank

Theorems

Rank theorem (or dimension theorem)
Row reduction theorem

Suitable Grade Level

Grades 11-12 and college level