Math Problem Statement
What is wrong with the following "proof" that every matrix with at least two rows is row equivalent to a matrix with a zero row? (Select all that apply.)Perform R2 + R1 and R1 + R2. Now rows 1 and 2 are identical. Now perform R2 − R1 to obtain a row of zeros in the second row.
Only one row operation can be performed at a time. R2 − R1 is not a valid row operation. The result of R2 − R1 is 2R2 not a row of zeros. R1 + R2 is not a valid row operation. The result does not address what is in row three. R2 + R1 is not a valid row operation.
Solution
Let's analyze the steps of the "proof" and identify the errors.
Step-by-Step Breakdown:
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Perform :
- This is a valid row operation. You add the corresponding elements of to and replace with the result. After this operation, will become .
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Perform :
- This is also a valid row operation. You add the corresponding elements of to and replace with the result. After this operation, will become the same as the new (i.e., ), making the two rows identical.
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Perform :
- This is a valid row operation. However, after the previous steps, . Subtracting from will not give a row of zeros because the subtraction does not result in zero unless was zero to begin with. Instead, would result in remaining unchanged or a row of zeros only if the rows were identical before the operation. The mistake here is in assuming that would automatically lead to a zero row in every case, which is not true.
Evaluation of Statements:
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Only one row operation can be performed at a time.
- Incorrect: Multiple row operations can be performed sequentially.
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is not a valid row operation.
- Incorrect: is a valid row operation.
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The result of is not a row of zeros.
- Incorrect: The result of depends on the values in and . It does not necessarily result in . This statement seems to misinterpret the operation.
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is not a valid row operation.
- Incorrect: is a valid row operation.
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The result does not address what is in row three.
- Correct: The proof only considers two rows and does not generalize to matrices with more than two rows.
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is not a valid row operation.
- Incorrect: is a valid row operation.
Conclusion:
The correct issues in the "proof" are:
- The result does not address what is in row three.
Would you like further details, or have any other questions? Here are some related questions to expand on this topic:
- What are the valid row operations in matrix theory?
- How can you prove that two matrices are row equivalent?
- What is a reduced row echelon form, and how is it related to row operations?
- How can you determine if a matrix is row equivalent to a zero row matrix?
- What are some common mistakes when performing row operations?
Tip: Always ensure that row operations and their consequences are properly understood before making conclusions in a proof.
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Math Problem Analysis
Mathematical Concepts
Linear Algebra
Matrix Row Operations
Row Equivalence
Formulas
Row Operations: R_i + R_j, R_i - R_j, kR_i (where k is a scalar)
Theorems
Row Equivalence Theorem
Matrix Theory
Suitable Grade Level
Undergraduate
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