Why is the matrix $(A^{-1}+B^{-1})$ not equal to $(A+B)^{-1}$?

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Homework Help Overview

The discussion revolves around the properties of invertible matrices, specifically examining the relationship between the matrix expressions \(A^{-1} + B^{-1}\) and \((A + B)^{-1}\). Participants are exploring why these two expressions are not equal when \(A\), \(B\), and \(A + B\) are invertible matrices of the same size.

Discussion Character

  • Conceptual clarification, Assumption checking, Exploratory

Approaches and Questions Raised

  • Participants discuss the implications of the equation \(A(A^{-1}+B^{-1})B(A+B)^{-1}=I\) and what it indicates about \(A^{-1}+B^{-1}\). There are inquiries into the mathematical proof behind the inequality \(A^{-1} + B^{-1} \neq (A + B)^{-1}\), with suggestions to explore specific cases or perform matrix multiplications to investigate the relationship.

Discussion Status

The conversation is ongoing, with participants sharing insights and prompting further exploration of the concepts. Some have noted that the inequality appears "obvious" based on earlier discussions, yet there remains a desire to understand the reasoning behind it more deeply.

Contextual Notes

Participants are encouraged to consider simple numerical examples to illustrate the differences in behavior between the two matrix expressions. There is an acknowledgment of the potential for confusion stemming from the properties of addition and inversion in matrix algebra.

alingy1
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Show that if A, B and A+B are invertible matrices with the same size, then
$$A(A^{-1}+B^{-1})B(A+B)^{-1}=I$$

What does the result in the first part tell you about the matrix $$(A^{-1}+B^{-1})$$?

I get the first part. Help me with the second part. My book says that the matrix $$(A^{-1}+B^{-1})$$ is not equal to $$(A+B)^{-1}$$
How did they mathematically prove that?
 
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alingy1 said:
My book says that the matrix $$(A^{-1}+B^{-1})$$ is not equal to $$(A+B)^{-1}$$
How did they mathematically prove that?

Multiply ##(A^{-1}+B^{-1})## with ##(A+B)##. Do you get ##I##?

ehild
 
alingy1 said:
Show that if A, B and A+B are invertible matrices with the same size, then
$$A(A^{-1}+B^{-1})B(A+B)^{-1}=I$$

What does the result in the first part tell you about the matrix $$(A^{-1}+B^{-1})$$?

I get the first part. Help me with the second part. My book says that the matrix $$(A^{-1}+B^{-1})$$ is not equal to $$(A+B)^{-1}$$
How did they mathematically prove that?

Think about it, is adding two matrices together and then taking the inverse of the resulting matrix the same as taking the inverse of the two matrices individually and summing the result? If you try this for some easy 2x2 cases you will see it does not hold.
 
Does it surprise you? For a and b numbers, [itex]\frac{1}{a}+ \frac{1}{b}[/itex] is generally NOT equal to [itex]\frac{1}{a+ b}[/itex].
 
Hmmm ... the statement that ##(A^{-1} + B^{-1}) \ne (A+B)^{-1}## should be rather "obvious" for the reasons given in the other posts, but I don't quite see the why the result of the first part should make you think of it.
 

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