Math Problem Statement
Find rank
Find the rank of the given matrix.
Solution
To find the rank of the matrix , which is given as:
1 & 2 & 3 \\ 1 & 4 & 2 \\ 2 & 6 & 5 \end{bmatrix},$$ we will perform row reduction to bring the matrix to its row echelon form, and then count the number of non-zero rows. Let's compute this step-by-step. --- ### Step 1: Write the matrix $$A = \begin{bmatrix} 1 & 2 & 3 \\ 1 & 4 & 2 \\ 2 & 6 & 5 \end{bmatrix}.$$ --- ### Step 2: Eliminate entries below the first pivot (row 1, column 1) Subtract row 1 from row 2: $$R_2 = R_2 - R_1 \implies \begin{bmatrix} 1 & 2 & 3 \\ 0 & 2 & -1 \\ 2 & 6 & 5 \end{bmatrix}.$$ Next, eliminate row 3, column 1, by subtracting $$2 \times R_1$$ from $$R_3$$: $$R_3 = R_3 - 2R_1 \implies \begin{bmatrix} 1 & 2 & 3 \\ 0 & 2 & -1 \\ 0 & 2 & -1 \end{bmatrix}.$$ --- ### Step 3: Eliminate entries below the pivot in column 2 Subtract $$R_2$$ from $$R_3$$: $$R_3 = R_3 - R_2 \implies \begin{bmatrix} 1 & 2 & 3 \\ 0 & 2 & -1 \\ 0 & 0 & 0 \end{bmatrix}.$$ --- ### Step 4: Count the non-zero rows The matrix in row-echelon form is: $$\begin{bmatrix} 1 & 2 & 3 \\ 0 & 2 & -1 \\ 0 & 0 & 0 \end{bmatrix}.$$ There are **2 non-zero rows**, so the rank of the matrix is: $$\text{Rank}(A) = 2.$$ Let me know if you'd like further clarification or additional examples! --- ### Related Questions: 1. How is rank related to the determinant of a square matrix? 2. What is the significance of a full-rank matrix? 3. How would you find the rank of a $$4 \times 4$$ matrix? 4. How does row echelon form differ from reduced row echelon form? 5. Can a non-square matrix have a rank equal to its largest dimension? --- ### Tip: When finding the rank of a matrix, always focus on row operations that simplify the matrix systematically to identify the number of linearly independent rows.Ask a new question for Free
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Math Problem Analysis
Mathematical Concepts
Matrix Algebra
Rank of a Matrix
Row Echelon Form
Formulas
Rank is the number of non-zero rows in the row echelon form of a matrix.
Theorems
Row Echelon Form
Elementary Row Operations
Suitable Grade Level
Grades 10-12
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