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The following question is from Exercise $\S 11.11$ in A Course in Operator Theory written by John B. Conway:

Suppose $\{N_1, \cdots, N_p\}$ is a finite set of mutually commuting normal operators in $B(H)$ such that for each $1\leq j, k\leq p$, $N_j N_k^* = N_k^* N_j$. Show that there is a unique spectral measure $E$ defined on a compact subset $X$ of $\mathbb{C}^p$ such that for each $1\leq k \leq p$, we have $$N_k = \int_X z_k\,d E(z)$$ where, for each $z\in\mathbb{C}^p$, $z_k$ is the $k$-the coordinate of $z$

My attempt is to apply the definition of joint spectrum introduced in this post. The definition is that, given a $n$-tuple of commuting normal operators $\{N_1, \cdots, N_p\}$, we say a point $z\in\mathbb{C}^p$ is in their joint spectrum iff for any $U_1, \cdots, U_p, V_1, \cdots, V_p\in B(H)$, we have:

$$ \sum_{i\leq p}U_i (z_i - N_i)\neq I_H,\hspace{1cm} \sum_{i \leq p}(z_i - N_i)V_i \neq I_H $$

If we use $\Sigma$ to denote the joint spectrum of $\{N_1, \cdots, N_p\}$, whenever $\lambda-N_k$ is invertible, we then have:

$$ (0, 0, \cdots, \lambda, 0, \cdots, 0)\in \mathbb{C}\backslash\Sigma \hspace{0.5cm}\implies\hspace{0.5cm} \lambda\in P_k(\mathbb{C}\backslash\Sigma) \hspace{0.5cm}\implies\hspace{0.5cm} P_k(\Sigma)\subseteq\sigma(N_k) \hspace{0.5cm}\implies\hspace{0.5cm} \Sigma\subseteq\times_{k=1}^p\sigma(N_k) $$

Then, my questions are:

  1. How to show $\Sigma$ is closed? (p.s. later in this paper I found a proof).
  2. How to define the desired spectral measure $E$ on $\Sigma$ such that $N_k = \int_{\Sigma}z_k\,d E(z)$ (since possibly $P_k(\Sigma)$ might be properly contained in $\sigma(N_k)$)? When will $\Sigma$ be equal to $\times_{k=1}^p\sigma(N_k)$?
  3. Is there a normal operator $M$ defined on another Hilbert space such that the spectral measure of $M$ coincides with the $E$?
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I would suggest using the following way more straightforward definition of joint spectrum. Consider $\mathcal A=C^*(N_1,\ldots,N_p)$. Then $\mathcal A$ is an abelian C$^*$-algebra, so $\mathcal A\simeq C(X)$ where $X$ is the character space of $\mathcal A$. The joint spectrum is then the set $$ \sigma(N_1,\ldots,N_p)=\{((\gamma(N_1),\ldots,\gamma(N_p)):\ \gamma\in X\}\subset\prod_{k=1}^p\sigma(N_k). $$ It follows from the definitions that $\sigma(N_1,\ldots,N_p)$ is homeomorphic to $X$ (as in the single variable case), which gives $\mathcal A\simeq C(\sigma(N_1,\ldots,N_p))$. One can then consider the representation $\rho:C(\sigma(N_1,\ldots,N_p))\to B(H)$ induced by $\rho(z_k)=N_k$. By Theorem IX.1.14 in Conway's A Course in Functional Analysis there exists a spectral measure $E$ on the Borel sets of $\sigma(N_1,\ldots,N_p)$ such that $$ \rho(f)=\int_{\sigma(N_1,\ldots,N_p)}f\,dE. $$

I think it's almost impossible for the joint spectrum to be equal to the Cartesian product of the spectra. The joint spectrum is more akin as a "curve" (in the $p=2$ case).

Finally, I cannot make sense of your last question. A single operator will have a a spectral measure on a compact subset of $\mathbb C$, whereas the one constructed here is defined over a compact subset of $\mathbb C^p$.

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  • $\begingroup$ Thank you for your answer! May I ask how do you know that the joint spectrum is equal to the set $\Big\{ \Big(\, (\gamma(N_1), \gamma(N_2), \cdots, \gamma(N_p) \,\Big): \gamma\in X \Big\}$? Also, could you elaborate a bit on what you meant by the joint spectrum is like a "curve"? Do you mean there could exist a continuously changing tuple of $(U_1, U_2, \cdots, U_p)$, and $(\lambda_1, \lambda_2, \cdots, \lambda_p)$ such that $\sum_{i\leq p}U_i(\lambda_i - N_i)$ is equal to (or distant away from) the identity when $\{U_i\}, \{\lambda_i\}$ is continuously changing? $\endgroup$
    – Sanae
    Commented Sep 23, 2022 at 0:40
  • $\begingroup$ Now I realize my last question is not accurate. It is inspired by a theorem in later chapters in the textbook, which states that when $H$ is separable, I can find a self-adjoint $A\in B(H)$ such that $C^*(A)$ contains each $N_i$. I first wonder if I could find a normal operator whose spectral measure coincides with the one defined on $\bigcup_{i\leq p}\sigma(N_i)$. I wonder will this happen when $\{\sigma(N_i)\}_i$ is mutually disjoint, so that the sum of their spectral measures, which is another spectral measure on $\bigcup_{i\leq p}\sigma(N_i)$, can return a new normal operator. $\endgroup$
    – Sanae
    Commented Sep 23, 2022 at 0:50
  • $\begingroup$ I'm defining the joint spectrum that way. It is a way in which it is straightforward to see that it is homeomorphic to the character space of $C^*(N_1,\ldots,N_p)$, so one gets the expected isomorphism $C^*(N_1,\ldots,N_p)\simeq C(\sigma(N_1,\ldots,N_p)$. And it is a direct generalization of what one does in one variable. The definition you used I have to admit I don't understand it (I mean, I understand the terminology and even the analogy with the one-operator case, but it says nothing to me). $\endgroup$ Commented Sep 23, 2022 at 1:06
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    $\begingroup$ For the $N_j$ to act separately what you need is not that the spectra is dsjoint, but that the spectral measures act on pairwise orthogonal subspaces. That is, you need $E_j(\Delta)E_k(\Delta')=0$ whenever $k\ne j$ and for all $\Delta,\Delta'$. In that case the operators behave as if they were the components of a direct sum. $\endgroup$ Commented Sep 23, 2022 at 1:10
  • $\begingroup$ I noticed I didn't answer the "curve" question. What I mean is that the Cartesian product of two intervals is a rectangle; but if you have two operators each with spectrum an interval, the joint spectrum is more likely to look like a curve within that rectangle. For instance, suppose that $f,g\in C[0,1]$ satisfy $fg=0$ and both have range $[0,1]$. The characters are the point evaluations. So the joint spectrum is $$\sigma(f,g)=\{(f(x),g(x)):\ x\in[0,1]\}=([0,1]\times\{0\})\cup(\{0\}\times[0,1]).$$ $\endgroup$ Commented Sep 23, 2022 at 15:47

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