Math Problem Statement
Solution
To solve the question, we will analyze each matrix provided and determine the following:
- Bilangan baris (number of rows): Count the number of rows in the matrix.
- Bilangan lajur (number of columns): Count the number of columns in the matrix.
- 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)
- Number of rows (baris): 2.
- Number of columns (lajur): 1.
- Rank: As it is a column matrix with two non-zero elements, the rank is .
(ii)
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Number of rows (baris): 2.
-
Number of columns (lajur): 3.
-
Rank: Using row reduction:
- Row 1:
- Row 2:
Perform :
2 & 1 & 4 \\ 0 & 7 & 9 \end{pmatrix}$$ Since both rows are independent, the rank is $$2$$.
(iii)
-
Number of rows (baris): 3.
-
Number of columns (lajur): 2.
-
Rank: Using row reduction:
- Row 1:
- Row 2:
- Row 3:
Perform Gaussian elimination:
- Use the first row as a pivot. Perform and .
- Reduce further to check linear independence.
After reduction, two rows remain independent, so the rank is .
Let me know if you'd like to see the full details of the row reduction or any clarification.
Relative questions:
- What is the process to determine the rank of a matrix?
- How can the Gaussian elimination method simplify solving matrix rank problems?
- What is the difference between a row matrix and a column matrix?
- How does the number of rows and columns affect the rank of a matrix?
- 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