On Fredholm operator on Hilbert spaces












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$begingroup$


Let $u: H to H'$ be a continuous linear operator and $H,H'$ be Hilbert spaces. Let $u^ast$ denotes its adjoint.



By definition, an operator $u$ is called Fredholm if and only if $ker u$ has finite dimension and $mathrm{im}(u)$ has finite codimension.



My book states that



"...$u$ is Fredholm if and only if $u(H)$ is closed and $ker u$ and $ker u^ast$ are both finite dimensional"



I am not sure but I beleive that closedness of $u(H)$ is redundant, that is, the following is true:



$u$ is Fredholm if and only if $ker u$ and $ker u^ast$ are finite-dimensional.



My proof:



$implies$: If $u$ is Fredholm then by definition $ker u$ is finite dimensional. Also, $(u(H))^bot =ker u^ast$. If $V$ is a vector space and $U$ a subspace then the dimension of all complements of $U$ are equal, in particular, equal to the orthogonal complement. Hence $ker u^ast$ is finite dimensional.



$Longleftarrow$: Let $ker u$ and $ker u^ast$ be finite dimensional. By the same argument as before, $u(H)$ has finite codimension. Since $ker u$ is finite dimensional it follows that $u$ is Fredholm.




Where is the mistake in my proof? What am I missing here?











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$endgroup$












  • $begingroup$
    I'm confused by your proof. If the definition of "$u$ is Fredholm" is "$u(H)$ is closed, $ker u$ is finite dimensional, and $ker u^*$ is finite dimensional", then the $implies$ direction of your theorem is trivial. And in the reverse direction I don't see that you have even tried to show that having $ker u$ and $ker u^*$ finite dimensional implies that $u(H)$ is closed (and indeed this implication is not true).
    $endgroup$
    – Nate Eldredge
    Jan 17 '15 at 3:40










  • $begingroup$
    Whether $u(H)$ has finite codimension depends on how you define "codimension". Either way, it doesn't imply that $u(H)$ is closed.
    $endgroup$
    – Nate Eldredge
    Jan 17 '15 at 3:48






  • 2




    $begingroup$
    As a counterexample, there are plenty of operators that are injective and have dense range (so that the adjoint is injective) but do not have closed range. One example is the operator $u$ on $L^2([0,1])$ defined by $(uf)(x) = xf(x)$.
    $endgroup$
    – Nate Eldredge
    Jan 17 '15 at 3:51










  • $begingroup$
    @NateEldredge No the definition is different, I added it to my question.
    $endgroup$
    – user167889
    Jan 17 '15 at 4:12
















2












$begingroup$


Let $u: H to H'$ be a continuous linear operator and $H,H'$ be Hilbert spaces. Let $u^ast$ denotes its adjoint.



By definition, an operator $u$ is called Fredholm if and only if $ker u$ has finite dimension and $mathrm{im}(u)$ has finite codimension.



My book states that



"...$u$ is Fredholm if and only if $u(H)$ is closed and $ker u$ and $ker u^ast$ are both finite dimensional"



I am not sure but I beleive that closedness of $u(H)$ is redundant, that is, the following is true:



$u$ is Fredholm if and only if $ker u$ and $ker u^ast$ are finite-dimensional.



My proof:



$implies$: If $u$ is Fredholm then by definition $ker u$ is finite dimensional. Also, $(u(H))^bot =ker u^ast$. If $V$ is a vector space and $U$ a subspace then the dimension of all complements of $U$ are equal, in particular, equal to the orthogonal complement. Hence $ker u^ast$ is finite dimensional.



$Longleftarrow$: Let $ker u$ and $ker u^ast$ be finite dimensional. By the same argument as before, $u(H)$ has finite codimension. Since $ker u$ is finite dimensional it follows that $u$ is Fredholm.




Where is the mistake in my proof? What am I missing here?











share|cite|improve this question











$endgroup$












  • $begingroup$
    I'm confused by your proof. If the definition of "$u$ is Fredholm" is "$u(H)$ is closed, $ker u$ is finite dimensional, and $ker u^*$ is finite dimensional", then the $implies$ direction of your theorem is trivial. And in the reverse direction I don't see that you have even tried to show that having $ker u$ and $ker u^*$ finite dimensional implies that $u(H)$ is closed (and indeed this implication is not true).
    $endgroup$
    – Nate Eldredge
    Jan 17 '15 at 3:40










  • $begingroup$
    Whether $u(H)$ has finite codimension depends on how you define "codimension". Either way, it doesn't imply that $u(H)$ is closed.
    $endgroup$
    – Nate Eldredge
    Jan 17 '15 at 3:48






  • 2




    $begingroup$
    As a counterexample, there are plenty of operators that are injective and have dense range (so that the adjoint is injective) but do not have closed range. One example is the operator $u$ on $L^2([0,1])$ defined by $(uf)(x) = xf(x)$.
    $endgroup$
    – Nate Eldredge
    Jan 17 '15 at 3:51










  • $begingroup$
    @NateEldredge No the definition is different, I added it to my question.
    $endgroup$
    – user167889
    Jan 17 '15 at 4:12














2












2








2


1



$begingroup$


Let $u: H to H'$ be a continuous linear operator and $H,H'$ be Hilbert spaces. Let $u^ast$ denotes its adjoint.



By definition, an operator $u$ is called Fredholm if and only if $ker u$ has finite dimension and $mathrm{im}(u)$ has finite codimension.



My book states that



"...$u$ is Fredholm if and only if $u(H)$ is closed and $ker u$ and $ker u^ast$ are both finite dimensional"



I am not sure but I beleive that closedness of $u(H)$ is redundant, that is, the following is true:



$u$ is Fredholm if and only if $ker u$ and $ker u^ast$ are finite-dimensional.



My proof:



$implies$: If $u$ is Fredholm then by definition $ker u$ is finite dimensional. Also, $(u(H))^bot =ker u^ast$. If $V$ is a vector space and $U$ a subspace then the dimension of all complements of $U$ are equal, in particular, equal to the orthogonal complement. Hence $ker u^ast$ is finite dimensional.



$Longleftarrow$: Let $ker u$ and $ker u^ast$ be finite dimensional. By the same argument as before, $u(H)$ has finite codimension. Since $ker u$ is finite dimensional it follows that $u$ is Fredholm.




Where is the mistake in my proof? What am I missing here?











share|cite|improve this question











$endgroup$




Let $u: H to H'$ be a continuous linear operator and $H,H'$ be Hilbert spaces. Let $u^ast$ denotes its adjoint.



By definition, an operator $u$ is called Fredholm if and only if $ker u$ has finite dimension and $mathrm{im}(u)$ has finite codimension.



My book states that



"...$u$ is Fredholm if and only if $u(H)$ is closed and $ker u$ and $ker u^ast$ are both finite dimensional"



I am not sure but I beleive that closedness of $u(H)$ is redundant, that is, the following is true:



$u$ is Fredholm if and only if $ker u$ and $ker u^ast$ are finite-dimensional.



My proof:



$implies$: If $u$ is Fredholm then by definition $ker u$ is finite dimensional. Also, $(u(H))^bot =ker u^ast$. If $V$ is a vector space and $U$ a subspace then the dimension of all complements of $U$ are equal, in particular, equal to the orthogonal complement. Hence $ker u^ast$ is finite dimensional.



$Longleftarrow$: Let $ker u$ and $ker u^ast$ be finite dimensional. By the same argument as before, $u(H)$ has finite codimension. Since $ker u$ is finite dimensional it follows that $u$ is Fredholm.




Where is the mistake in my proof? What am I missing here?








functional-analysis operator-theory






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share|cite|improve this question













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edited Jan 17 '15 at 4:12

























asked Jan 17 '15 at 3:26







user167889



















  • $begingroup$
    I'm confused by your proof. If the definition of "$u$ is Fredholm" is "$u(H)$ is closed, $ker u$ is finite dimensional, and $ker u^*$ is finite dimensional", then the $implies$ direction of your theorem is trivial. And in the reverse direction I don't see that you have even tried to show that having $ker u$ and $ker u^*$ finite dimensional implies that $u(H)$ is closed (and indeed this implication is not true).
    $endgroup$
    – Nate Eldredge
    Jan 17 '15 at 3:40










  • $begingroup$
    Whether $u(H)$ has finite codimension depends on how you define "codimension". Either way, it doesn't imply that $u(H)$ is closed.
    $endgroup$
    – Nate Eldredge
    Jan 17 '15 at 3:48






  • 2




    $begingroup$
    As a counterexample, there are plenty of operators that are injective and have dense range (so that the adjoint is injective) but do not have closed range. One example is the operator $u$ on $L^2([0,1])$ defined by $(uf)(x) = xf(x)$.
    $endgroup$
    – Nate Eldredge
    Jan 17 '15 at 3:51










  • $begingroup$
    @NateEldredge No the definition is different, I added it to my question.
    $endgroup$
    – user167889
    Jan 17 '15 at 4:12


















  • $begingroup$
    I'm confused by your proof. If the definition of "$u$ is Fredholm" is "$u(H)$ is closed, $ker u$ is finite dimensional, and $ker u^*$ is finite dimensional", then the $implies$ direction of your theorem is trivial. And in the reverse direction I don't see that you have even tried to show that having $ker u$ and $ker u^*$ finite dimensional implies that $u(H)$ is closed (and indeed this implication is not true).
    $endgroup$
    – Nate Eldredge
    Jan 17 '15 at 3:40










  • $begingroup$
    Whether $u(H)$ has finite codimension depends on how you define "codimension". Either way, it doesn't imply that $u(H)$ is closed.
    $endgroup$
    – Nate Eldredge
    Jan 17 '15 at 3:48






  • 2




    $begingroup$
    As a counterexample, there are plenty of operators that are injective and have dense range (so that the adjoint is injective) but do not have closed range. One example is the operator $u$ on $L^2([0,1])$ defined by $(uf)(x) = xf(x)$.
    $endgroup$
    – Nate Eldredge
    Jan 17 '15 at 3:51










  • $begingroup$
    @NateEldredge No the definition is different, I added it to my question.
    $endgroup$
    – user167889
    Jan 17 '15 at 4:12
















$begingroup$
I'm confused by your proof. If the definition of "$u$ is Fredholm" is "$u(H)$ is closed, $ker u$ is finite dimensional, and $ker u^*$ is finite dimensional", then the $implies$ direction of your theorem is trivial. And in the reverse direction I don't see that you have even tried to show that having $ker u$ and $ker u^*$ finite dimensional implies that $u(H)$ is closed (and indeed this implication is not true).
$endgroup$
– Nate Eldredge
Jan 17 '15 at 3:40




$begingroup$
I'm confused by your proof. If the definition of "$u$ is Fredholm" is "$u(H)$ is closed, $ker u$ is finite dimensional, and $ker u^*$ is finite dimensional", then the $implies$ direction of your theorem is trivial. And in the reverse direction I don't see that you have even tried to show that having $ker u$ and $ker u^*$ finite dimensional implies that $u(H)$ is closed (and indeed this implication is not true).
$endgroup$
– Nate Eldredge
Jan 17 '15 at 3:40












$begingroup$
Whether $u(H)$ has finite codimension depends on how you define "codimension". Either way, it doesn't imply that $u(H)$ is closed.
$endgroup$
– Nate Eldredge
Jan 17 '15 at 3:48




$begingroup$
Whether $u(H)$ has finite codimension depends on how you define "codimension". Either way, it doesn't imply that $u(H)$ is closed.
$endgroup$
– Nate Eldredge
Jan 17 '15 at 3:48




2




2




$begingroup$
As a counterexample, there are plenty of operators that are injective and have dense range (so that the adjoint is injective) but do not have closed range. One example is the operator $u$ on $L^2([0,1])$ defined by $(uf)(x) = xf(x)$.
$endgroup$
– Nate Eldredge
Jan 17 '15 at 3:51




$begingroup$
As a counterexample, there are plenty of operators that are injective and have dense range (so that the adjoint is injective) but do not have closed range. One example is the operator $u$ on $L^2([0,1])$ defined by $(uf)(x) = xf(x)$.
$endgroup$
– Nate Eldredge
Jan 17 '15 at 3:51












$begingroup$
@NateEldredge No the definition is different, I added it to my question.
$endgroup$
– user167889
Jan 17 '15 at 4:12




$begingroup$
@NateEldredge No the definition is different, I added it to my question.
$endgroup$
– user167889
Jan 17 '15 at 4:12










2 Answers
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The problem is that "$u(H)^perp$ has finite dimension" does not imply "$u(H)$ has finite codimension".



"Codimension" is meant in the algebraic sense. For a (not necessarily closed) linear subspace $E subset H$, "$E$ has finite codimension" means (among other equivalent definitions) "there exists a finite dimensional subspace $F subset H$ such that for every $x in H$, there exist unique $y in E$, $z in F$ such that $x=y+z$". In other words, $H = E oplus F$ as a direct sum of vector spaces.



Let's consider the example I gave in my comment: $H = L^2((0,1))$ (it's simpler if we leave off the endpoints) and $u$ defined by $(uf)(x) = xf(x)$. Note that $u$ is injective since if $uf = 0$ we have $x f(x) = 0$ and hence $f(x) = 0$ for almost every $x in (0,1)$. So $ker u = 0$ which is finite dimensional.



It's easy to check that $u$ is self-adjoint, so we have $ker u^* = ker u = 0$ as well.



Also, we can see directly that $u(H)^perp = 0$. Suppose $g in u(H)^perp$; then in particular $langle ug, g rangle = 0$. This says that $int_0^1 x g(x)^2,dx = 0$, so that $x g(x)^2 = 0$ and hence $g(x) = 0$ almost everywhere.



But $u(H)$ has infinite codimension. For $0 < p < 1/2$, let $f_p(x) = x^{-p}$. Note that $f_p notin u(H)$ since if we had $u g_p = f_p$, we would have to have $g_p(x) = x^{-p-1}$ almost everywhere; but those functions are not in $L^2((0,1))$. Moreover, the uncountable set of functions ${f_p}$ is linearly independent. So if we let $F$ be the linear span of all the ${f_p}$, then $F$ has infinite (even uncountable) dimension and $u(H) cap F = 0$; the codimension of $u(H)$ is infinite (even uncountable).



So for this operator $u$, we have that $ker u$ and $ker u^*$ are both finite dimensional (actually zero dimensional) but $u$ is not Fredholm.



Another way to think about the issue is that the orthogonal complement $E^perp$ is not in general an algebraic complement of $E$; it's an algebraic complement of the closure of $E$. (You may be confused since in finite dimensions, $E^perp$ is an algebraic complement of $E$; but in finite dimensions all linear subspaces are closed.) In particular, having $E^perp = 0$ does not imply $E = H$; it only implies that $E$ is dense in $H$, but dense subspaces can still have large codimension.



As a final remark, it is not true in general that a linear subspace $E$ with finite codimension is closed (consider the kernel of a discontinuous linear functional, which has codimension 1). However, it is true in the special case that $E$ is the image of a continuous operator on a complete space.






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  • $begingroup$
    In the second paragraph, why is $f(x) =0$ only for almost every $x in (0,1)$?
    $endgroup$
    – user167889
    Jan 18 '15 at 2:35










  • $begingroup$
    @student: Maybe the phrasing could have been clearer: from $uf=0$ we can only conclude that $x f(x) = 0$ for almost every $x$, and for those $x$ we have $f(x)=0$.
    $endgroup$
    – Nate Eldredge
    Jan 18 '15 at 2:40










  • $begingroup$
    I am sorry if my questions are stupid, I am really trying to understand this. Regarding the very first sentence in your answer: it seems to contradict the sentence from Encyclopedia of Maths that I quote here. The encyclopedia claims that all the complements have the same dimension... or at least it is how I understand it. (I am now about to study the second half of your answer, maybe it will already resolve my confusion....)
    $endgroup$
    – user167889
    Jan 18 '15 at 2:41






  • 1




    $begingroup$
    @student: When I say "$uf=0$", I mean "equal as elements of $L^2([0,1])$". Remember that formally, the elements of $L^2([0,1])$ are equivalence classes of functions mod almost everywhere equality. To be very pedantic, I should have defined $u([f])$ to be $[g]$ where $g$ is the function defined by $g(x)=xf(x)$, and verified that this is well defined. Then saying "$uf=0$" really means $u([f]) = [0]$, that is, the equivalence class $u([f])$ is the equivalence class of 0.
    $endgroup$
    – Nate Eldredge
    Jan 18 '15 at 2:48






  • 1




    $begingroup$
    Regarding the Encyclopedia of Mathematics article: it's poorly written, since in a general vector space there is no notion of an orthogonal complement. In any vector space $X$, a complement of a vector subspace $E$ is, as in my second paragraph, a subspace $F$ such that for any $x in X$ there exist unique $y in E, z in F$ such that $x=y+z$. In a Hilbert space, if $E$ is a closed subspace, then the orthogonal complement is a complement in this sense, but as my example shows, that is not true if $E$ is not closed.
    $endgroup$
    – Nate Eldredge
    Jan 18 '15 at 2:52





















0












$begingroup$

Although your proof is not right, your statement that closedness of u(H) is redundant in the definition of Fredholm operator is true, in that




$H/uH$ is finite-dimensional implies $uH$ is closed.




Proof. Suppose that $[e_1],cdots,[e_n]$ is a basis of $H/uH$, and $H_0=operatorname{span}{e_1,cdots,e_n}subset H.$ Then $H=uHoplus H_0$.($e_1,cdots,e_nnotin uH$, so $H_0cap uH={0};$ for any $hin H$, suppose $[h]=k_1[e_1]+cdots+ k_n[e_n]$, then $h-k_1e_1-cdots-k_ne_nin uH$ because $[h-k_1e_1-cdots-k_ne_n]=[h]-[h]=0$, thus $H=uH+H_0$.)



Let $Phi: H/ker utimes H_0to H(=uHoplus H_0), (h+ker u,k)mapsto uh+k$, then $Phi$ is a continuous linear bijection:



(1)$Phi$ is well-defined. If $(h+ker u, k)=(h'+ker u, k')$, then $h-h'in ker u$ and $k=k'$, so $u(h)+k=u(h')+k'$.



(2)$Phi$ is injective. If $hin H$ and $kin H_0$ satisfy $uh+k=0$, then $uh=0$ and $k=0$ for $H=uHoplus H_0$, i.e., $(h+ker u,k)=0$



(3)$Phi$ is surjective. Of course.



Since that $H_0$ is finite-dimensional, $H/ker uoplus H_0$ is a Banach space, so we can apply the Open Mapping Theorem to $Phi$, $Phi$ has a continuous linear invert $Phi^{-1}$, and thus is bounded below. Hence $uH=Phi(H/ker utimes {0})$ is closed.






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    2 Answers
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    2 Answers
    2






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    active

    oldest

    votes









    2












    $begingroup$

    The problem is that "$u(H)^perp$ has finite dimension" does not imply "$u(H)$ has finite codimension".



    "Codimension" is meant in the algebraic sense. For a (not necessarily closed) linear subspace $E subset H$, "$E$ has finite codimension" means (among other equivalent definitions) "there exists a finite dimensional subspace $F subset H$ such that for every $x in H$, there exist unique $y in E$, $z in F$ such that $x=y+z$". In other words, $H = E oplus F$ as a direct sum of vector spaces.



    Let's consider the example I gave in my comment: $H = L^2((0,1))$ (it's simpler if we leave off the endpoints) and $u$ defined by $(uf)(x) = xf(x)$. Note that $u$ is injective since if $uf = 0$ we have $x f(x) = 0$ and hence $f(x) = 0$ for almost every $x in (0,1)$. So $ker u = 0$ which is finite dimensional.



    It's easy to check that $u$ is self-adjoint, so we have $ker u^* = ker u = 0$ as well.



    Also, we can see directly that $u(H)^perp = 0$. Suppose $g in u(H)^perp$; then in particular $langle ug, g rangle = 0$. This says that $int_0^1 x g(x)^2,dx = 0$, so that $x g(x)^2 = 0$ and hence $g(x) = 0$ almost everywhere.



    But $u(H)$ has infinite codimension. For $0 < p < 1/2$, let $f_p(x) = x^{-p}$. Note that $f_p notin u(H)$ since if we had $u g_p = f_p$, we would have to have $g_p(x) = x^{-p-1}$ almost everywhere; but those functions are not in $L^2((0,1))$. Moreover, the uncountable set of functions ${f_p}$ is linearly independent. So if we let $F$ be the linear span of all the ${f_p}$, then $F$ has infinite (even uncountable) dimension and $u(H) cap F = 0$; the codimension of $u(H)$ is infinite (even uncountable).



    So for this operator $u$, we have that $ker u$ and $ker u^*$ are both finite dimensional (actually zero dimensional) but $u$ is not Fredholm.



    Another way to think about the issue is that the orthogonal complement $E^perp$ is not in general an algebraic complement of $E$; it's an algebraic complement of the closure of $E$. (You may be confused since in finite dimensions, $E^perp$ is an algebraic complement of $E$; but in finite dimensions all linear subspaces are closed.) In particular, having $E^perp = 0$ does not imply $E = H$; it only implies that $E$ is dense in $H$, but dense subspaces can still have large codimension.



    As a final remark, it is not true in general that a linear subspace $E$ with finite codimension is closed (consider the kernel of a discontinuous linear functional, which has codimension 1). However, it is true in the special case that $E$ is the image of a continuous operator on a complete space.






    share|cite|improve this answer









    $endgroup$













    • $begingroup$
      In the second paragraph, why is $f(x) =0$ only for almost every $x in (0,1)$?
      $endgroup$
      – user167889
      Jan 18 '15 at 2:35










    • $begingroup$
      @student: Maybe the phrasing could have been clearer: from $uf=0$ we can only conclude that $x f(x) = 0$ for almost every $x$, and for those $x$ we have $f(x)=0$.
      $endgroup$
      – Nate Eldredge
      Jan 18 '15 at 2:40










    • $begingroup$
      I am sorry if my questions are stupid, I am really trying to understand this. Regarding the very first sentence in your answer: it seems to contradict the sentence from Encyclopedia of Maths that I quote here. The encyclopedia claims that all the complements have the same dimension... or at least it is how I understand it. (I am now about to study the second half of your answer, maybe it will already resolve my confusion....)
      $endgroup$
      – user167889
      Jan 18 '15 at 2:41






    • 1




      $begingroup$
      @student: When I say "$uf=0$", I mean "equal as elements of $L^2([0,1])$". Remember that formally, the elements of $L^2([0,1])$ are equivalence classes of functions mod almost everywhere equality. To be very pedantic, I should have defined $u([f])$ to be $[g]$ where $g$ is the function defined by $g(x)=xf(x)$, and verified that this is well defined. Then saying "$uf=0$" really means $u([f]) = [0]$, that is, the equivalence class $u([f])$ is the equivalence class of 0.
      $endgroup$
      – Nate Eldredge
      Jan 18 '15 at 2:48






    • 1




      $begingroup$
      Regarding the Encyclopedia of Mathematics article: it's poorly written, since in a general vector space there is no notion of an orthogonal complement. In any vector space $X$, a complement of a vector subspace $E$ is, as in my second paragraph, a subspace $F$ such that for any $x in X$ there exist unique $y in E, z in F$ such that $x=y+z$. In a Hilbert space, if $E$ is a closed subspace, then the orthogonal complement is a complement in this sense, but as my example shows, that is not true if $E$ is not closed.
      $endgroup$
      – Nate Eldredge
      Jan 18 '15 at 2:52


















    2












    $begingroup$

    The problem is that "$u(H)^perp$ has finite dimension" does not imply "$u(H)$ has finite codimension".



    "Codimension" is meant in the algebraic sense. For a (not necessarily closed) linear subspace $E subset H$, "$E$ has finite codimension" means (among other equivalent definitions) "there exists a finite dimensional subspace $F subset H$ such that for every $x in H$, there exist unique $y in E$, $z in F$ such that $x=y+z$". In other words, $H = E oplus F$ as a direct sum of vector spaces.



    Let's consider the example I gave in my comment: $H = L^2((0,1))$ (it's simpler if we leave off the endpoints) and $u$ defined by $(uf)(x) = xf(x)$. Note that $u$ is injective since if $uf = 0$ we have $x f(x) = 0$ and hence $f(x) = 0$ for almost every $x in (0,1)$. So $ker u = 0$ which is finite dimensional.



    It's easy to check that $u$ is self-adjoint, so we have $ker u^* = ker u = 0$ as well.



    Also, we can see directly that $u(H)^perp = 0$. Suppose $g in u(H)^perp$; then in particular $langle ug, g rangle = 0$. This says that $int_0^1 x g(x)^2,dx = 0$, so that $x g(x)^2 = 0$ and hence $g(x) = 0$ almost everywhere.



    But $u(H)$ has infinite codimension. For $0 < p < 1/2$, let $f_p(x) = x^{-p}$. Note that $f_p notin u(H)$ since if we had $u g_p = f_p$, we would have to have $g_p(x) = x^{-p-1}$ almost everywhere; but those functions are not in $L^2((0,1))$. Moreover, the uncountable set of functions ${f_p}$ is linearly independent. So if we let $F$ be the linear span of all the ${f_p}$, then $F$ has infinite (even uncountable) dimension and $u(H) cap F = 0$; the codimension of $u(H)$ is infinite (even uncountable).



    So for this operator $u$, we have that $ker u$ and $ker u^*$ are both finite dimensional (actually zero dimensional) but $u$ is not Fredholm.



    Another way to think about the issue is that the orthogonal complement $E^perp$ is not in general an algebraic complement of $E$; it's an algebraic complement of the closure of $E$. (You may be confused since in finite dimensions, $E^perp$ is an algebraic complement of $E$; but in finite dimensions all linear subspaces are closed.) In particular, having $E^perp = 0$ does not imply $E = H$; it only implies that $E$ is dense in $H$, but dense subspaces can still have large codimension.



    As a final remark, it is not true in general that a linear subspace $E$ with finite codimension is closed (consider the kernel of a discontinuous linear functional, which has codimension 1). However, it is true in the special case that $E$ is the image of a continuous operator on a complete space.






    share|cite|improve this answer









    $endgroup$













    • $begingroup$
      In the second paragraph, why is $f(x) =0$ only for almost every $x in (0,1)$?
      $endgroup$
      – user167889
      Jan 18 '15 at 2:35










    • $begingroup$
      @student: Maybe the phrasing could have been clearer: from $uf=0$ we can only conclude that $x f(x) = 0$ for almost every $x$, and for those $x$ we have $f(x)=0$.
      $endgroup$
      – Nate Eldredge
      Jan 18 '15 at 2:40










    • $begingroup$
      I am sorry if my questions are stupid, I am really trying to understand this. Regarding the very first sentence in your answer: it seems to contradict the sentence from Encyclopedia of Maths that I quote here. The encyclopedia claims that all the complements have the same dimension... or at least it is how I understand it. (I am now about to study the second half of your answer, maybe it will already resolve my confusion....)
      $endgroup$
      – user167889
      Jan 18 '15 at 2:41






    • 1




      $begingroup$
      @student: When I say "$uf=0$", I mean "equal as elements of $L^2([0,1])$". Remember that formally, the elements of $L^2([0,1])$ are equivalence classes of functions mod almost everywhere equality. To be very pedantic, I should have defined $u([f])$ to be $[g]$ where $g$ is the function defined by $g(x)=xf(x)$, and verified that this is well defined. Then saying "$uf=0$" really means $u([f]) = [0]$, that is, the equivalence class $u([f])$ is the equivalence class of 0.
      $endgroup$
      – Nate Eldredge
      Jan 18 '15 at 2:48






    • 1




      $begingroup$
      Regarding the Encyclopedia of Mathematics article: it's poorly written, since in a general vector space there is no notion of an orthogonal complement. In any vector space $X$, a complement of a vector subspace $E$ is, as in my second paragraph, a subspace $F$ such that for any $x in X$ there exist unique $y in E, z in F$ such that $x=y+z$. In a Hilbert space, if $E$ is a closed subspace, then the orthogonal complement is a complement in this sense, but as my example shows, that is not true if $E$ is not closed.
      $endgroup$
      – Nate Eldredge
      Jan 18 '15 at 2:52
















    2












    2








    2





    $begingroup$

    The problem is that "$u(H)^perp$ has finite dimension" does not imply "$u(H)$ has finite codimension".



    "Codimension" is meant in the algebraic sense. For a (not necessarily closed) linear subspace $E subset H$, "$E$ has finite codimension" means (among other equivalent definitions) "there exists a finite dimensional subspace $F subset H$ such that for every $x in H$, there exist unique $y in E$, $z in F$ such that $x=y+z$". In other words, $H = E oplus F$ as a direct sum of vector spaces.



    Let's consider the example I gave in my comment: $H = L^2((0,1))$ (it's simpler if we leave off the endpoints) and $u$ defined by $(uf)(x) = xf(x)$. Note that $u$ is injective since if $uf = 0$ we have $x f(x) = 0$ and hence $f(x) = 0$ for almost every $x in (0,1)$. So $ker u = 0$ which is finite dimensional.



    It's easy to check that $u$ is self-adjoint, so we have $ker u^* = ker u = 0$ as well.



    Also, we can see directly that $u(H)^perp = 0$. Suppose $g in u(H)^perp$; then in particular $langle ug, g rangle = 0$. This says that $int_0^1 x g(x)^2,dx = 0$, so that $x g(x)^2 = 0$ and hence $g(x) = 0$ almost everywhere.



    But $u(H)$ has infinite codimension. For $0 < p < 1/2$, let $f_p(x) = x^{-p}$. Note that $f_p notin u(H)$ since if we had $u g_p = f_p$, we would have to have $g_p(x) = x^{-p-1}$ almost everywhere; but those functions are not in $L^2((0,1))$. Moreover, the uncountable set of functions ${f_p}$ is linearly independent. So if we let $F$ be the linear span of all the ${f_p}$, then $F$ has infinite (even uncountable) dimension and $u(H) cap F = 0$; the codimension of $u(H)$ is infinite (even uncountable).



    So for this operator $u$, we have that $ker u$ and $ker u^*$ are both finite dimensional (actually zero dimensional) but $u$ is not Fredholm.



    Another way to think about the issue is that the orthogonal complement $E^perp$ is not in general an algebraic complement of $E$; it's an algebraic complement of the closure of $E$. (You may be confused since in finite dimensions, $E^perp$ is an algebraic complement of $E$; but in finite dimensions all linear subspaces are closed.) In particular, having $E^perp = 0$ does not imply $E = H$; it only implies that $E$ is dense in $H$, but dense subspaces can still have large codimension.



    As a final remark, it is not true in general that a linear subspace $E$ with finite codimension is closed (consider the kernel of a discontinuous linear functional, which has codimension 1). However, it is true in the special case that $E$ is the image of a continuous operator on a complete space.






    share|cite|improve this answer









    $endgroup$



    The problem is that "$u(H)^perp$ has finite dimension" does not imply "$u(H)$ has finite codimension".



    "Codimension" is meant in the algebraic sense. For a (not necessarily closed) linear subspace $E subset H$, "$E$ has finite codimension" means (among other equivalent definitions) "there exists a finite dimensional subspace $F subset H$ such that for every $x in H$, there exist unique $y in E$, $z in F$ such that $x=y+z$". In other words, $H = E oplus F$ as a direct sum of vector spaces.



    Let's consider the example I gave in my comment: $H = L^2((0,1))$ (it's simpler if we leave off the endpoints) and $u$ defined by $(uf)(x) = xf(x)$. Note that $u$ is injective since if $uf = 0$ we have $x f(x) = 0$ and hence $f(x) = 0$ for almost every $x in (0,1)$. So $ker u = 0$ which is finite dimensional.



    It's easy to check that $u$ is self-adjoint, so we have $ker u^* = ker u = 0$ as well.



    Also, we can see directly that $u(H)^perp = 0$. Suppose $g in u(H)^perp$; then in particular $langle ug, g rangle = 0$. This says that $int_0^1 x g(x)^2,dx = 0$, so that $x g(x)^2 = 0$ and hence $g(x) = 0$ almost everywhere.



    But $u(H)$ has infinite codimension. For $0 < p < 1/2$, let $f_p(x) = x^{-p}$. Note that $f_p notin u(H)$ since if we had $u g_p = f_p$, we would have to have $g_p(x) = x^{-p-1}$ almost everywhere; but those functions are not in $L^2((0,1))$. Moreover, the uncountable set of functions ${f_p}$ is linearly independent. So if we let $F$ be the linear span of all the ${f_p}$, then $F$ has infinite (even uncountable) dimension and $u(H) cap F = 0$; the codimension of $u(H)$ is infinite (even uncountable).



    So for this operator $u$, we have that $ker u$ and $ker u^*$ are both finite dimensional (actually zero dimensional) but $u$ is not Fredholm.



    Another way to think about the issue is that the orthogonal complement $E^perp$ is not in general an algebraic complement of $E$; it's an algebraic complement of the closure of $E$. (You may be confused since in finite dimensions, $E^perp$ is an algebraic complement of $E$; but in finite dimensions all linear subspaces are closed.) In particular, having $E^perp = 0$ does not imply $E = H$; it only implies that $E$ is dense in $H$, but dense subspaces can still have large codimension.



    As a final remark, it is not true in general that a linear subspace $E$ with finite codimension is closed (consider the kernel of a discontinuous linear functional, which has codimension 1). However, it is true in the special case that $E$ is the image of a continuous operator on a complete space.







    share|cite|improve this answer












    share|cite|improve this answer



    share|cite|improve this answer










    answered Jan 17 '15 at 17:22









    Nate EldredgeNate Eldredge

    63k682171




    63k682171












    • $begingroup$
      In the second paragraph, why is $f(x) =0$ only for almost every $x in (0,1)$?
      $endgroup$
      – user167889
      Jan 18 '15 at 2:35










    • $begingroup$
      @student: Maybe the phrasing could have been clearer: from $uf=0$ we can only conclude that $x f(x) = 0$ for almost every $x$, and for those $x$ we have $f(x)=0$.
      $endgroup$
      – Nate Eldredge
      Jan 18 '15 at 2:40










    • $begingroup$
      I am sorry if my questions are stupid, I am really trying to understand this. Regarding the very first sentence in your answer: it seems to contradict the sentence from Encyclopedia of Maths that I quote here. The encyclopedia claims that all the complements have the same dimension... or at least it is how I understand it. (I am now about to study the second half of your answer, maybe it will already resolve my confusion....)
      $endgroup$
      – user167889
      Jan 18 '15 at 2:41






    • 1




      $begingroup$
      @student: When I say "$uf=0$", I mean "equal as elements of $L^2([0,1])$". Remember that formally, the elements of $L^2([0,1])$ are equivalence classes of functions mod almost everywhere equality. To be very pedantic, I should have defined $u([f])$ to be $[g]$ where $g$ is the function defined by $g(x)=xf(x)$, and verified that this is well defined. Then saying "$uf=0$" really means $u([f]) = [0]$, that is, the equivalence class $u([f])$ is the equivalence class of 0.
      $endgroup$
      – Nate Eldredge
      Jan 18 '15 at 2:48






    • 1




      $begingroup$
      Regarding the Encyclopedia of Mathematics article: it's poorly written, since in a general vector space there is no notion of an orthogonal complement. In any vector space $X$, a complement of a vector subspace $E$ is, as in my second paragraph, a subspace $F$ such that for any $x in X$ there exist unique $y in E, z in F$ such that $x=y+z$. In a Hilbert space, if $E$ is a closed subspace, then the orthogonal complement is a complement in this sense, but as my example shows, that is not true if $E$ is not closed.
      $endgroup$
      – Nate Eldredge
      Jan 18 '15 at 2:52




















    • $begingroup$
      In the second paragraph, why is $f(x) =0$ only for almost every $x in (0,1)$?
      $endgroup$
      – user167889
      Jan 18 '15 at 2:35










    • $begingroup$
      @student: Maybe the phrasing could have been clearer: from $uf=0$ we can only conclude that $x f(x) = 0$ for almost every $x$, and for those $x$ we have $f(x)=0$.
      $endgroup$
      – Nate Eldredge
      Jan 18 '15 at 2:40










    • $begingroup$
      I am sorry if my questions are stupid, I am really trying to understand this. Regarding the very first sentence in your answer: it seems to contradict the sentence from Encyclopedia of Maths that I quote here. The encyclopedia claims that all the complements have the same dimension... or at least it is how I understand it. (I am now about to study the second half of your answer, maybe it will already resolve my confusion....)
      $endgroup$
      – user167889
      Jan 18 '15 at 2:41






    • 1




      $begingroup$
      @student: When I say "$uf=0$", I mean "equal as elements of $L^2([0,1])$". Remember that formally, the elements of $L^2([0,1])$ are equivalence classes of functions mod almost everywhere equality. To be very pedantic, I should have defined $u([f])$ to be $[g]$ where $g$ is the function defined by $g(x)=xf(x)$, and verified that this is well defined. Then saying "$uf=0$" really means $u([f]) = [0]$, that is, the equivalence class $u([f])$ is the equivalence class of 0.
      $endgroup$
      – Nate Eldredge
      Jan 18 '15 at 2:48






    • 1




      $begingroup$
      Regarding the Encyclopedia of Mathematics article: it's poorly written, since in a general vector space there is no notion of an orthogonal complement. In any vector space $X$, a complement of a vector subspace $E$ is, as in my second paragraph, a subspace $F$ such that for any $x in X$ there exist unique $y in E, z in F$ such that $x=y+z$. In a Hilbert space, if $E$ is a closed subspace, then the orthogonal complement is a complement in this sense, but as my example shows, that is not true if $E$ is not closed.
      $endgroup$
      – Nate Eldredge
      Jan 18 '15 at 2:52


















    $begingroup$
    In the second paragraph, why is $f(x) =0$ only for almost every $x in (0,1)$?
    $endgroup$
    – user167889
    Jan 18 '15 at 2:35




    $begingroup$
    In the second paragraph, why is $f(x) =0$ only for almost every $x in (0,1)$?
    $endgroup$
    – user167889
    Jan 18 '15 at 2:35












    $begingroup$
    @student: Maybe the phrasing could have been clearer: from $uf=0$ we can only conclude that $x f(x) = 0$ for almost every $x$, and for those $x$ we have $f(x)=0$.
    $endgroup$
    – Nate Eldredge
    Jan 18 '15 at 2:40




    $begingroup$
    @student: Maybe the phrasing could have been clearer: from $uf=0$ we can only conclude that $x f(x) = 0$ for almost every $x$, and for those $x$ we have $f(x)=0$.
    $endgroup$
    – Nate Eldredge
    Jan 18 '15 at 2:40












    $begingroup$
    I am sorry if my questions are stupid, I am really trying to understand this. Regarding the very first sentence in your answer: it seems to contradict the sentence from Encyclopedia of Maths that I quote here. The encyclopedia claims that all the complements have the same dimension... or at least it is how I understand it. (I am now about to study the second half of your answer, maybe it will already resolve my confusion....)
    $endgroup$
    – user167889
    Jan 18 '15 at 2:41




    $begingroup$
    I am sorry if my questions are stupid, I am really trying to understand this. Regarding the very first sentence in your answer: it seems to contradict the sentence from Encyclopedia of Maths that I quote here. The encyclopedia claims that all the complements have the same dimension... or at least it is how I understand it. (I am now about to study the second half of your answer, maybe it will already resolve my confusion....)
    $endgroup$
    – user167889
    Jan 18 '15 at 2:41




    1




    1




    $begingroup$
    @student: When I say "$uf=0$", I mean "equal as elements of $L^2([0,1])$". Remember that formally, the elements of $L^2([0,1])$ are equivalence classes of functions mod almost everywhere equality. To be very pedantic, I should have defined $u([f])$ to be $[g]$ where $g$ is the function defined by $g(x)=xf(x)$, and verified that this is well defined. Then saying "$uf=0$" really means $u([f]) = [0]$, that is, the equivalence class $u([f])$ is the equivalence class of 0.
    $endgroup$
    – Nate Eldredge
    Jan 18 '15 at 2:48




    $begingroup$
    @student: When I say "$uf=0$", I mean "equal as elements of $L^2([0,1])$". Remember that formally, the elements of $L^2([0,1])$ are equivalence classes of functions mod almost everywhere equality. To be very pedantic, I should have defined $u([f])$ to be $[g]$ where $g$ is the function defined by $g(x)=xf(x)$, and verified that this is well defined. Then saying "$uf=0$" really means $u([f]) = [0]$, that is, the equivalence class $u([f])$ is the equivalence class of 0.
    $endgroup$
    – Nate Eldredge
    Jan 18 '15 at 2:48




    1




    1




    $begingroup$
    Regarding the Encyclopedia of Mathematics article: it's poorly written, since in a general vector space there is no notion of an orthogonal complement. In any vector space $X$, a complement of a vector subspace $E$ is, as in my second paragraph, a subspace $F$ such that for any $x in X$ there exist unique $y in E, z in F$ such that $x=y+z$. In a Hilbert space, if $E$ is a closed subspace, then the orthogonal complement is a complement in this sense, but as my example shows, that is not true if $E$ is not closed.
    $endgroup$
    – Nate Eldredge
    Jan 18 '15 at 2:52






    $begingroup$
    Regarding the Encyclopedia of Mathematics article: it's poorly written, since in a general vector space there is no notion of an orthogonal complement. In any vector space $X$, a complement of a vector subspace $E$ is, as in my second paragraph, a subspace $F$ such that for any $x in X$ there exist unique $y in E, z in F$ such that $x=y+z$. In a Hilbert space, if $E$ is a closed subspace, then the orthogonal complement is a complement in this sense, but as my example shows, that is not true if $E$ is not closed.
    $endgroup$
    – Nate Eldredge
    Jan 18 '15 at 2:52













    0












    $begingroup$

    Although your proof is not right, your statement that closedness of u(H) is redundant in the definition of Fredholm operator is true, in that




    $H/uH$ is finite-dimensional implies $uH$ is closed.




    Proof. Suppose that $[e_1],cdots,[e_n]$ is a basis of $H/uH$, and $H_0=operatorname{span}{e_1,cdots,e_n}subset H.$ Then $H=uHoplus H_0$.($e_1,cdots,e_nnotin uH$, so $H_0cap uH={0};$ for any $hin H$, suppose $[h]=k_1[e_1]+cdots+ k_n[e_n]$, then $h-k_1e_1-cdots-k_ne_nin uH$ because $[h-k_1e_1-cdots-k_ne_n]=[h]-[h]=0$, thus $H=uH+H_0$.)



    Let $Phi: H/ker utimes H_0to H(=uHoplus H_0), (h+ker u,k)mapsto uh+k$, then $Phi$ is a continuous linear bijection:



    (1)$Phi$ is well-defined. If $(h+ker u, k)=(h'+ker u, k')$, then $h-h'in ker u$ and $k=k'$, so $u(h)+k=u(h')+k'$.



    (2)$Phi$ is injective. If $hin H$ and $kin H_0$ satisfy $uh+k=0$, then $uh=0$ and $k=0$ for $H=uHoplus H_0$, i.e., $(h+ker u,k)=0$



    (3)$Phi$ is surjective. Of course.



    Since that $H_0$ is finite-dimensional, $H/ker uoplus H_0$ is a Banach space, so we can apply the Open Mapping Theorem to $Phi$, $Phi$ has a continuous linear invert $Phi^{-1}$, and thus is bounded below. Hence $uH=Phi(H/ker utimes {0})$ is closed.






    share|cite|improve this answer









    $endgroup$


















      0












      $begingroup$

      Although your proof is not right, your statement that closedness of u(H) is redundant in the definition of Fredholm operator is true, in that




      $H/uH$ is finite-dimensional implies $uH$ is closed.




      Proof. Suppose that $[e_1],cdots,[e_n]$ is a basis of $H/uH$, and $H_0=operatorname{span}{e_1,cdots,e_n}subset H.$ Then $H=uHoplus H_0$.($e_1,cdots,e_nnotin uH$, so $H_0cap uH={0};$ for any $hin H$, suppose $[h]=k_1[e_1]+cdots+ k_n[e_n]$, then $h-k_1e_1-cdots-k_ne_nin uH$ because $[h-k_1e_1-cdots-k_ne_n]=[h]-[h]=0$, thus $H=uH+H_0$.)



      Let $Phi: H/ker utimes H_0to H(=uHoplus H_0), (h+ker u,k)mapsto uh+k$, then $Phi$ is a continuous linear bijection:



      (1)$Phi$ is well-defined. If $(h+ker u, k)=(h'+ker u, k')$, then $h-h'in ker u$ and $k=k'$, so $u(h)+k=u(h')+k'$.



      (2)$Phi$ is injective. If $hin H$ and $kin H_0$ satisfy $uh+k=0$, then $uh=0$ and $k=0$ for $H=uHoplus H_0$, i.e., $(h+ker u,k)=0$



      (3)$Phi$ is surjective. Of course.



      Since that $H_0$ is finite-dimensional, $H/ker uoplus H_0$ is a Banach space, so we can apply the Open Mapping Theorem to $Phi$, $Phi$ has a continuous linear invert $Phi^{-1}$, and thus is bounded below. Hence $uH=Phi(H/ker utimes {0})$ is closed.






      share|cite|improve this answer









      $endgroup$
















        0












        0








        0





        $begingroup$

        Although your proof is not right, your statement that closedness of u(H) is redundant in the definition of Fredholm operator is true, in that




        $H/uH$ is finite-dimensional implies $uH$ is closed.




        Proof. Suppose that $[e_1],cdots,[e_n]$ is a basis of $H/uH$, and $H_0=operatorname{span}{e_1,cdots,e_n}subset H.$ Then $H=uHoplus H_0$.($e_1,cdots,e_nnotin uH$, so $H_0cap uH={0};$ for any $hin H$, suppose $[h]=k_1[e_1]+cdots+ k_n[e_n]$, then $h-k_1e_1-cdots-k_ne_nin uH$ because $[h-k_1e_1-cdots-k_ne_n]=[h]-[h]=0$, thus $H=uH+H_0$.)



        Let $Phi: H/ker utimes H_0to H(=uHoplus H_0), (h+ker u,k)mapsto uh+k$, then $Phi$ is a continuous linear bijection:



        (1)$Phi$ is well-defined. If $(h+ker u, k)=(h'+ker u, k')$, then $h-h'in ker u$ and $k=k'$, so $u(h)+k=u(h')+k'$.



        (2)$Phi$ is injective. If $hin H$ and $kin H_0$ satisfy $uh+k=0$, then $uh=0$ and $k=0$ for $H=uHoplus H_0$, i.e., $(h+ker u,k)=0$



        (3)$Phi$ is surjective. Of course.



        Since that $H_0$ is finite-dimensional, $H/ker uoplus H_0$ is a Banach space, so we can apply the Open Mapping Theorem to $Phi$, $Phi$ has a continuous linear invert $Phi^{-1}$, and thus is bounded below. Hence $uH=Phi(H/ker utimes {0})$ is closed.






        share|cite|improve this answer









        $endgroup$



        Although your proof is not right, your statement that closedness of u(H) is redundant in the definition of Fredholm operator is true, in that




        $H/uH$ is finite-dimensional implies $uH$ is closed.




        Proof. Suppose that $[e_1],cdots,[e_n]$ is a basis of $H/uH$, and $H_0=operatorname{span}{e_1,cdots,e_n}subset H.$ Then $H=uHoplus H_0$.($e_1,cdots,e_nnotin uH$, so $H_0cap uH={0};$ for any $hin H$, suppose $[h]=k_1[e_1]+cdots+ k_n[e_n]$, then $h-k_1e_1-cdots-k_ne_nin uH$ because $[h-k_1e_1-cdots-k_ne_n]=[h]-[h]=0$, thus $H=uH+H_0$.)



        Let $Phi: H/ker utimes H_0to H(=uHoplus H_0), (h+ker u,k)mapsto uh+k$, then $Phi$ is a continuous linear bijection:



        (1)$Phi$ is well-defined. If $(h+ker u, k)=(h'+ker u, k')$, then $h-h'in ker u$ and $k=k'$, so $u(h)+k=u(h')+k'$.



        (2)$Phi$ is injective. If $hin H$ and $kin H_0$ satisfy $uh+k=0$, then $uh=0$ and $k=0$ for $H=uHoplus H_0$, i.e., $(h+ker u,k)=0$



        (3)$Phi$ is surjective. Of course.



        Since that $H_0$ is finite-dimensional, $H/ker uoplus H_0$ is a Banach space, so we can apply the Open Mapping Theorem to $Phi$, $Phi$ has a continuous linear invert $Phi^{-1}$, and thus is bounded below. Hence $uH=Phi(H/ker utimes {0})$ is closed.







        share|cite|improve this answer












        share|cite|improve this answer



        share|cite|improve this answer










        answered Dec 5 '18 at 7:27









        C.DingC.Ding

        1,3911321




        1,3911321






























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