Math Problem Statement

Nyatakan bilangan baris, bilangan lajur, dan peringkat matriks bagi setiap matriks yang diberikan.

Solution

To solve the question, we will analyze each matrix provided and determine the following:

  1. Bilangan baris (number of rows): Count the number of rows in the matrix.
  2. Bilangan lajur (number of columns): Count the number of columns in the matrix.
  3. Peringkat (rank of the matrix): Find the rank of each matrix, which is the maximum number of linearly independent rows or columns.

Here is the breakdown for each matrix:

(i) (235)\begin{pmatrix} 23 \\ -5 \end{pmatrix}

  1. Number of rows (baris): 2.
  2. Number of columns (lajur): 1.
  3. Rank: As it is a column matrix with two non-zero elements, the rank is 11.

(ii) (214265)\begin{pmatrix} 2 & 1 & 4 \\ -2 & 6 & 5 \end{pmatrix}

  1. Number of rows (baris): 2.

  2. Number of columns (lajur): 3.

  3. Rank: Using row reduction:

    • Row 1: [2 1 4][2 \ 1 \ 4]
    • Row 2: [2 6 5][-2 \ 6 \ 5]

    Perform R2R2+R1R_2 \to R_2 + R_1:

    2 & 1 & 4 \\ 0 & 7 & 9 \end{pmatrix}$$ Since both rows are independent, the rank is $$2$$.

(iii) (7513581)\begin{pmatrix} 7 & 5 \\ -1 & 35 \\ 8 & 1 \end{pmatrix}

  1. Number of rows (baris): 3.

  2. Number of columns (lajur): 2.

  3. Rank: Using row reduction:

    • Row 1: [7 5][7 \ 5]
    • Row 2: [1 35][-1 \ 35]
    • Row 3: [8 1][8 \ 1]

    Perform Gaussian elimination:

    1. Use the first row as a pivot. Perform R2R2+17R1R_2 \to R_2 + \frac{1}{7} R_1 and R3R387R1R_3 \to R_3 - \frac{8}{7} R_1.
    2. Reduce further to check linear independence.

    After reduction, two rows remain independent, so the rank is 22.

Let me know if you'd like to see the full details of the row reduction or any clarification.


Relative questions:

  1. What is the process to determine the rank of a matrix?
  2. How can the Gaussian elimination method simplify solving matrix rank problems?
  3. What is the difference between a row matrix and a column matrix?
  4. How does the number of rows and columns affect the rank of a matrix?
  5. Can a rectangular matrix have a rank higher than the smaller dimension (rows or columns)?

Tip: Always check for row or column dependence to determine the rank, as dependent rows/columns reduce the rank.

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Math Problem Analysis

Mathematical Concepts

Matrix Properties
Rank of a Matrix
Row and Column Counting

Formulas

Matrix rank determination using Gaussian elimination

Theorems

Rank theorem: The rank of a matrix is the dimension of its row space or column space

Suitable Grade Level

Grades 10-12