Math Problem Statement

b. Using these elementary matrices, give an expression for B in terms of A.

Solution

Given the elementary matrices E1,E2,E3,E_1, E_2, E_3, and E4E_4 from part (a), we can express the matrix BB in terms of the matrix AA using these matrices.

Concept

When you apply a sequence of row operations to a matrix AA, the resulting matrix BB can be expressed as the product of the corresponding elementary matrices multiplied by AA.

Expression for BB

If we apply the row operations in the given sequence:

  1. The first operation 1.25R1R11.25R_1 \rightarrow R_1 corresponds to multiplying AA by E1E_1.
  2. The second operation R3+R2R3R_3 + R_2 \rightarrow R_3 corresponds to multiplying the result by E2E_2.
  3. The third operation R2R2R3R_2 \rightarrow R_2 - R_3 corresponds to multiplying the result by E3E_3.
  4. The final operation 0.8R3R30.8R_3 \rightarrow R_3 corresponds to multiplying the result by E4E_4.

Thus, the matrix BB is obtained by applying all these operations sequentially:

B=E4E3E2E1AB = E_4 \cdot E_3 \cdot E_2 \cdot E_1 \cdot A

Interpretation

  • Matrix Multiplication Order: The order in which the matrices are multiplied is crucial. The first elementary matrix applied (corresponding to the first row operation) is multiplied directly by AA. Subsequent matrices are multiplied to the left of the result.
  • Resulting Matrix: This expression gives BB as the final matrix after all row operations have been performed on AA.

Would you like to see how to compute BB using specific matrices AA and the elementary matrices we found? Here are some related questions you might explore:

  1. How do you determine the product of multiple matrices like E4E3E2E1E_4 \cdot E_3 \cdot E_2 \cdot E_1?
  2. What would happen if the order of multiplication of elementary matrices was changed?
  3. Can you express AA in terms of BB using the inverse of the elementary matrices?
  4. How can this method be extended to solve linear systems of equations?
  5. What is the relationship between elementary matrices and the LU decomposition?

Tip: When working with matrix multiplication, always pay attention to the order, as matrix multiplication is not commutative (i.e., ABBAAB \neq BA in general).

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Math Problem Analysis

Mathematical Concepts

Matrix Operations
Elementary Matrices
Matrix Multiplication

Formulas

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Theorems

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Suitable Grade Level

Undergraduate