Math Problem Statement
giải và kết luận đáp án 2 câu
Solution
To solve the inverse of matrix for both matrices given in the image, we will use the Gauss-Jordan elimination method, which involves transforming the augmented matrix into .
a) For matrix :
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Step 1: Write the augmented matrix , where is the identity matrix:
1 & 1 & 1 & | & 1 & 0 & 0 \\ 0 & 1 & 1 & | & 0 & 1 & 0 \\ 0 & 0 & 1 & | & 0 & 0 & 1 \\ \end{pmatrix}$$ -
Step 2: Apply row operations to turn the left-hand side into the identity matrix.
- Row 1 is already fine. Focus on Row 2.
- Subtract Row 2 from Row 1:
Thus, the final matrix becomes:
1 & 0 & 0 & | & 1 & -1 & 1 \\ 0 & 1 & 0 & | & 0 & 1 & -1 \\ 0 & 0 & 1 & | & 0 & 0 & 1 \end{pmatrix}$$ -
Conclusion: The inverse of matrix is:
1 & -1 & 1 \\ 0 & 1 & -1 \\ 0 & 0 & 1 \end{pmatrix}$$
b) For matrix :
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Step 1: Write the augmented matrix :
1 & 1 & 1 & | & 1 & 0 & 0 \\ 2 & 3 & 1 & | & 0 & 1 & 0 \\ 3 & 4 & 0 & | & 0 & 0 & 1 \end{pmatrix}$$ -
Step 2: Apply row operations to transform into the identity matrix.
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First, subtract 2 times Row 1 from Row 2:
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Subtract 3 times Row 1 from Row 3:
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Now subtract Row 2 from Row 3 to get:
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Divide Row 3 by -2:
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Add 1 times Row 3 to Row 2:
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Subtract 1 times Row 3 from Row 1:
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Conclusion: The inverse of matrix is:
\frac{5}{2} & -\frac{1}{2} & \frac{1}{2} \\ -\frac{3}{2} & \frac{1}{2} & -\frac{1}{2} \\ \frac{1}{2} & \frac{1}{2} & -\frac{1}{2} \end{pmatrix}$$
Let me know if you'd like any details about the steps or if you have further questions!
Related questions:
- How is the determinant of a matrix related to its invertibility?
- Can a matrix with a determinant of 0 have an inverse? Why or why not?
- What is the significance of row reduction in finding the inverse of a matrix?
- How does the Gauss-Jordan elimination method differ from other methods of finding the inverse?
- Can non-square matrices have inverses? Why or why not?
Tip: Always check if a matrix is invertible by calculating its determinant before attempting to find its inverse!
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Math Problem Analysis
Mathematical Concepts
Linear Algebra
Matrix Inversion
Gauss-Jordan Elimination
Formulas
A^{-1} = Inverse of matrix A using Gauss-Jordan elimination
Row reduction
Theorems
Gauss-Jordan Elimination
Suitable Grade Level
Undergraduate (Math/Engineering)
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