Math Problem Statement
Solution
Let's go through the problem step by step:
We are given a matrix and a sequence of elementary row operations that transform into the identity matrix. Our task is to express the matrix , which is the identity matrix, as a product of elementary matrices that correspond to those operations.
The given row reduction operations:
The original matrix is:
The row operations are:
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: Swap row 1 with row 2.
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: Subtract row 1 from row 3.
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: Divide row 2 by 2.
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: Subtract row 2 from row 3.
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: Subtract row 3 from row 1.
After these operations, we get the identity matrix .
Step-by-step analysis of each operation:
Each of these operations corresponds to an elementary matrix. To find the product of elementary matrices, we create a matrix for each of the row operations:
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: This is a row swap matrix, so the elementary matrix is:
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: This corresponds to subtracting row 1 from row 3:
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: This is scaling row 2 by :
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: This corresponds to subtracting row 2 from row 3:
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: This corresponds to subtracting row 3 from row 1:
Now, multiplying these elementary matrices together:
Conclusion:
By comparing the given options with the product of elementary matrices, Option A is correct. It correctly expresses the matrix as a product of the elementary matrices corresponding to the row operations performed.
Would you like more details about how to multiply these matrices, or do you have any other questions?
Here are 5 related questions for further practice:
- How do elementary row operations affect the determinant of a matrix?
- What is the significance of an elementary matrix in matrix theory?
- How can row reduction be used to compute the inverse of a matrix?
- How do you identify the elementary matrix corresponding to a specific row operation?
- Can every square matrix be reduced to the identity matrix using elementary row operations?
Tip: To find the inverse of a matrix, use elementary row operations to transform the matrix into the identity matrix, while applying the same operations to the identity matrix.
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Math Problem Analysis
Mathematical Concepts
Linear Algebra
Matrix Row Reduction
Elementary Matrices
Formulas
Elementary matrix multiplication
Row operation matrix transformations
Theorems
Elementary Matrix Theorem
Inverse Matrix Theorem
Suitable Grade Level
University/College Level (Linear Algebra)
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