Math Problem Statement
a. Find elementary matrices E1, E2, E3, and E4 that perform these row operations.
Solution
To solve this problem, we need to determine the elementary matrices and corresponding to the given row operations.
Understanding the Problem
Given a sequence of row operations, elementary matrices represent these operations when multiplied by the original matrix. Let's break down the operations applied to the identity matrix to find each elementary matrix.
The row operations shown in the image are as follows:
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This operation scales the first row by 1.25. -
This operation adds the second row to the third row. -
This operation subtracts the third row from the second row. -
This operation scales the third row by 0.8.
Finding the Elementary Matrices
Each elementary matrix is obtained by applying the corresponding row operation to the identity matrix.
1.
- Start with the identity matrix: 1 & 0 & 0 \\ 0 & 1 & 0 \\ 0 & 0 & 1 \end{pmatrix}$$
- Apply the operation: 1.25 & 0 & 0 \\ 0 & 1 & 0 \\ 0 & 0 & 1 \end{pmatrix}$$
2.
- Start with the identity matrix: 1 & 0 & 0 \\ 0 & 1 & 0 \\ 0 & 0 & 1 \end{pmatrix}$$
- Apply the operation: 1 & 0 & 0 \\ 0 & 1 & 0 \\ 0 & 1 & 1 \end{pmatrix}$$
3.
- Start with the identity matrix: 1 & 0 & 0 \\ 0 & 1 & 0 \\ 0 & 0 & 1 \end{pmatrix}$$
- Apply the operation: 1 & 0 & 0 \\ 0 & 1 & -1 \\ 0 & 0 & 1 \end{pmatrix}$$
4.
- Start with the identity matrix: 1 & 0 & 0 \\ 0 & 1 & 0 \\ 0 & 0 & 1 \end{pmatrix}$$
- Apply the operation: 1 & 0 & 0 \\ 0 & 1 & 0 \\ 0 & 0 & 0.8 \end{pmatrix}$$
Summary
The elementary matrices and are:
Would you like a detailed explanation on any specific part of this? Here are some questions to consider:
- What is the role of an elementary matrix in linear algebra?
- How can you determine the inverse of an elementary matrix?
- How does multiplying a matrix by an elementary matrix affect its determinant?
- Can a sequence of elementary matrices represent any invertible matrix?
- How would the process differ if one of the row operations was swapping two rows?
Tip: Elementary matrices are extremely useful for performing Gaussian elimination and finding the inverse of matrices efficiently.
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Math Problem Analysis
Mathematical Concepts
Linear Algebra
Elementary Matrices
Row Operations
Formulas
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Theorems
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Suitable Grade Level
Undergraduate Level