If $A$, $B$ are two normal operators such that: $A+B=AB$ does it follow that $AB=BA$?
$A+B=AB$ does it follows that $AB=BA$?
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1does it work for symmetric matrices? – 2017-01-29
4 Answers
First, note that if $C$ is a normal operator which has a left inverse $D$ (so $DC=I$), then $C$ is invertible (and thus $D$ is its inverse and $CD=I$ as well). This follows from the spectral theorem: you can identify your Hilbert space with $L^2(X)$ for some semifinite measure space $X$ and $C$ with multiplication by $f$ for some $f\in L^\infty(X)$. If $0$ is in the essential range of $f$, then this means that for any $\epsilon>0$ there exists $g\in L^2(X)$ such that $\|fg\|<\epsilon\|g\|$ (choose $g$ to be supported on the set where $|f|<\epsilon$). Since $DC=I$, we must have $D(fg)=g$ so $\|D\|\geq\|g\|/\|fg\|>1/\epsilon$. Since $\epsilon$ is arbitrary, this is a contradiction. Thus $0$ is not in the essential range of $f$, so $1/f\in L^\infty(X)$, and multiplication by $1/f$ is an inverse for $C$.
(Probably there is a more elementary argument that avoids spectral theory, but this is all I can come up with at the moment.)
Now note that $A+B=AB$ implies $(I-A)(I-B)=I-A-B+AB=I$. Since $I-B$ is normal, by the result above this implies $(I-B)(I-A)=I$ as well. That is, $I-A-B+BA=I$, or $BA=A+B=AB$.
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4If $DC=I$ then $D$ is surjective, and $C^*D^*=I$ so $D^*$ is injective. If $D$ is normal this implies $D$ is injective (because $\|Dx\|=\|D^*x\|$ for all $x$). Then $D$ is surjective and injective so it is invertible. – 2017-01-30
In the finite dimensional case:
We have $(A-I)$ invertible because $$(A-I)(B-I)=AB-B-A+I=AB-(A+B)+I=I.$$ Note that this doesn't show invertibility if our vector space is infinite dimensional. To convince yourself with matrices, take the determinant of the above expression.
Now since $(A-I)B=A$, $$A(A-I)B=A^2=(A-I)BA.$$ Because $A(A-I)=(A-I)A$, this means $$(A-I)AB=(A-I)BA.$$ Invertibility was shown so we cancel to obtain the result.
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1It is nontrivial that $(A-I)(B-I)=I$ implies $A-I$ is invertible--you must use the normality of $A$. – 2017-01-29
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0I don't follow. Take determinants and you get $\det(A-I)\det(B-I)=1$, and hence $\det(A-I) \neq 0$. – 2017-01-29
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2Given the phrasing and tags on the question, it seems clear it is asking about operators on a possibly infinite-dimensional Hilbert space. – 2017-01-29
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0Good point. Thank you. – 2017-01-29
Rearrange the equation to \begin{eqnarray*} (A-1)B=A \end{eqnarray*} Now assume (A-1) is non singular \begin{eqnarray*} B=(A-1)^{-1}A \end{eqnarray*} Geometrically expand $(A-1)^{-1}$ ... so B can be expressed as a sum of powers of A , A will commute with each of these terms, so A commutes with B.
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1An argument like this can be made to work, but you can't necessarily expand $(A-1)^{-1}$ as a geometric series (the series need not converge). – 2017-01-29
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0Instead of expanding in a power-series we can compute the commutator $[B,A]$ by using that $A = (A - 1) + 1$. – 2017-01-29
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0For the finite dimensional case it's true, for the infinite dimensional case i proved this result when A and B are self adjoint or invertible, now i wonder if i have this result when A and B are normal (bounded or not), or one of them is normal and the other is self adjoint or unitary or compact. – 2017-01-30
There is a flaw in my first line equation.
First we will solve this problem: Let $X$ and $Y$ be normal and let $XY=I$. We will show $XY=YX$.
We have by normality $$||X^*Yz||=||XYz||= ||Iy|| = ||I^*y||=||(XY)^*y||= ||Y^*X^*z||=||YX^*z||.$$ It follows that $X^*Y$ is normal since normal operators are precisely those that have $||Tx||=||T^*x||$ for all $x$. This means $$(X^*Y)Y^*X=Y^*X(X^*Y),$$ and by swapping the middle terms on each side $$X^*Y^*YX=Y^*X^*XY.$$ Thus, $||(YX-XY)z||=0$ for all $z$ so $XY=YX$.
Next we realize that $(A-I)(B-I)=(B-I)(A-I)$ implies that $AB=BA$ by expanding and canceling and that $X=(A-I)$ and $Y=(B-I)$ are normal operators with $XY=I$. (Expand and cancel to verify this.)
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0Normal operators are those that commute with their adjoint, not those that preserve the norm. – 2017-01-30
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0I'm pretty sure they are equivalent: https://en.wikipedia.org/wiki/Normal_operator – 2017-01-30
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0I misspoke, they preserve the norm in that $||Ax||=||A^*x||$. Sorry. – 2017-01-30