Math Problem Statement
Let A and B be invertible n × n matrices. Prove that In − AB is also invertible if and only if A−1 − B is invertible.
Solution
To prove that is invertible if and only if is invertible, we can proceed as follows:
Forward Direction: If is invertible, then is invertible.
Assume that is invertible. We need to show that is also invertible.
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Start with the assumption:
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Consider the matrix product :
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Rewrite the expression :
Notice that the matrix on the right-hand side can be factored:
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Since is invertible, there exists a matrix such that:
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Multiply both sides by :
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From the expression above, we see that : Since is invertible (as a product of invertible matrices), must also be invertible.
Reverse Direction: If is invertible, then is invertible.
Now assume that is invertible. We need to show that is also invertible.
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Start with the assumption:
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Multiply both sides of the equation by :
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Since and is invertible, then is a product of invertible matrices and , hence is also invertible.
Conclusion:
Thus, we have shown that is invertible if and only if is invertible.
Do you want more details or have any questions?
Here are some related questions you might find interesting:
- What properties do invertible matrices satisfy?
- How can we use determinant properties to determine the invertibility of a matrix?
- Can you generalize the result to block matrices?
- How does the proof change if and are not square matrices?
- What are some applications of this result in linear algebra?
Tip: When working with matrix proofs, remember that the invertibility of a matrix product depends on the invertibility of the individual matrices involved.
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Math Problem Analysis
Mathematical Concepts
Linear Algebra
Matrix Invertibility
Matrix Multiplication
Formulas
Invertibility condition: A matrix is invertible if there exists a matrix B such that AB = BA = I_n
Product of matrices: A(I_n - AB) = A - AAB = A - AB
Factoring: A(I_n - AB) = A(I_n - B)
Theorems
Invertible Matrix Theorem: A matrix is invertible if and only if it has a non-zero determinant
Invertibility of Matrix Products: The product of two invertible matrices is also invertible
Suitable Grade Level
Undergraduate Level (First-Year College)
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