6.2 Spectrum and Functional Calculus

Definition 6.2.1 (Spectrum).label Let $A$ be a unital algebra over $\com$. For each $x\in A$, the set

\begin{align*}\spec{A}{x}=\curl{\lam\in\com:(x-\lam)\text{ is not invertible}}\end{align*}

is called the spectrum of $x$ in $A$. The complement of $\spec{A}{x}$ in $\com$ is called the resolvent of $x$. Note that we identify $\lam\in\com$ with $\lam 1$ in the algebra.

If $A$ is not unital then the quasi-spectrum $\qspec{A}{x}$ of $x\in A$ is the spectrum $\spec{A_I}{x}$ of $x$ in $A_{I}$ where $A_{I}$ is the algebra obtained by adjunction of an identity to $A$. The quasi-spectrum $\qspec{A}{x}$ always contains zero.

Definition 6.2.2 (Spectral Radius).label For each element $x$ of an algebra $A$ over $\com$, the quantity

\begin{align*}\norm{x}{sp}=\sup\curl{\abs{\lam}:\lam\in\qspec{A}{x}}\end{align*}

is called the spectral radius of $x$

Proposition 6.2.3 (Cyclic Permutation of Inverse).label If $A$ is a unital algebra over $\com$, then for any $x,y\in A$, we have

\begin{align*}\spec{A}{xy}\cup\curl{0}=\spec{A}{yx}\cup\curl{0}\end{align*}

In particular for every $x,y\in A$

\begin{align*}\norm{xy}{sp}=\norm{yx}{sp}\end{align*}

Proof. Suppose $\lam\nin \spec{A}{xy}\cup\curl{0}$ then $(xy-\lam)\inv=u$ exists.

\begin{align*}(xy-\lam)u=u(xy-\lam)=1\implies xyu=uxy=1+\lam u\end{align*}

from which we conclude

\begin{align*}(yx-\lam)(yux-1)=y(xyu)x-yx-\lam y(u)x+\lam=\lam&&(yux-1)(yx-\lam)=y(uxy)x-yx-\lam y(u)x+\lam=\lam\end{align*}

which shows $yx-\lam$ is invertible and $\lam\nin \spec{A}{yx}\cup\curl{0}$. By symmetry, $\spec{A}{xy}\cup\curl{0}=\spec{A}{yx}\cup\curl{0}$. Lastly we have

\begin{align*}\norm{xy}{sp}&=\sup\curl{\abs{\lam}:\lam\in\qspec{A}{xy}}=\sup\curl{\abs{\lam}:\lam\in\qspec{A}{xy}\cup\curl{0}}=\sup\curl{\abs{\lam}:\lam\in\qspec{A}{yx}\cup\curl{0}}\\&=\sup\curl{\abs{\lam}:\lam\in\qspec{A}{yx}}=\norm{yx}{sp}\end{align*}

noting that we are taking supremum over non-negative values.$\square$

Remark 6.2.4.label Notice to permute $xy$ we simply apply $y(\cd)x$

Proposition 6.2.5.label Let $A$ be a Banach algebra then for any $x\in A$

$\spec{A}{x}$ is compact so $\norm{x}{sp}\leq\norm{x}{}<\infty$

Proof. By Lemma 6.1.7 we assume that $A$ is unital. Let $x\in A$ and consider the continuous map $f:\lam\in \com\mto x-\lam \in A$. The resolvent of $x$ is the inverse image $f\inv(G(A))$ thus is open by Proposition 6.1.17 so $\spec{A}{x}$ is closed. Suppose now $\abs{\lam}>\norm{x}{}$ then $\norm{\frac{x}{\lam}}{}<1$ so by Proposition 6.1.16 the series $\sums{\infty}{n=0}\braks{\frac{x}{\lam}}^{n}$ converges to $\braks{\frac{x}{\lam}-1}\inv$. Hence

\begin{align*}(x-\lam 1)\inv=\frac{1}{\lam}\parens{\frac{1}{\lam}-x}\inv\end{align*}

and $\lam$ is in the resolvent of $x$. Therefore, $\spec{A}{x}$ is contained in the disk $\abs{\lam}\leq \norm{x}{}$. Hence it is compact.$\square$

Proposition 6.2.6.label Let $A$ be a Banach algebra then

\begin{align*}\norm{x}{sp}=\limit{n\to\infty}\norm{x^n}{}^{1/n}\end{align*}

Proof. Let $r(x)=\limitinf{n\to\infty}\norm{x^n}{}^{1/n}$ then the power series $-\sums{\infty}{n=0}\frac{x^{n}}{\lam^{n+1}}$ converges for $\abs{\lam}>r(x)$ and this is the inverse $(x-\lam)\inv$. Hence

\begin{align*}\limitinf{n\to\infty}\norm{x^n}{}^{1/n}=r(x)\geq \sup\curl{\abs{\lam}:\lam\in\spec{A}{x}}=\norm{x}{sp}\end{align*}

Let $f(\lam)=(x-\lam)\inv$ for $\lam\nin\spec{A}{x}$. By Proposition 6.1.17 with $x\bij x-\lam$ and $x_{0}\bij x-\lam_{0}$ then if $\abs{(x-\lam)-(x-\lam_0)}<\norm{f(\lam_0)}{}\inv$ for $\lam_{0}\nin\spec{A}{x}$ and $\lam\in\com$ then $\lam\in B\parens{\lam_0,\norm{f(\lam_0)}{}\inv}\suf G(A)$ thus $\lam\nin \spec{A}{x}$ and

\begin{align*}f(\lam)=\sums{\infty}{n=0}(\lam-\lam_{0})^{n}f(\lam_{0})^{n+1}\end{align*}

Hence $f(\lam)$ is a holomorphic function on the resolvent of $x$. The power series $\sums{\infty}{n=0}\frac{x^{n}}{\lam^{n+1}}$ is the Laurent expansion of $f(\lam)$ at $\infty$. Let $\p$ be a bounded linear functional of $A$ then

\begin{align*}f_{\p}(\lam)\define\inner{f(\lam)}{\p}\end{align*}

is a holomorphic function on the resolvent of $x$, where $\inner{a}{\p}$ denotes the value of $\p$ at $a\in A$. The function $f_{\p}(\lam)$ is holomorphic for $\abs{\lam}>\norm{x}{sp};$ hence its Laurent expansion $\sums{\infty}{n=0}\frac{\inner{x^n}{\p}}{\lam^{n+1}}$ converges for $\abs{\lam}>\norm{x}{sp}$. Hence we have

\begin{align*}\limit{n\to\infty}\frac{\inner{x^n}{\p}}{\lam^{n+1}}=0,\p\in A^{*}\end{align*}

By uniform boundedness theorem, the sequence $\curl{\frac{x^{n}}{\lam^{n+1}}}$ is bounded for $\abs{\lam}>\norm{x}{sp}$ so that for any $\abs{\lam}>\norm{x}{sp}$, there exists $\al>0$ such that $\norm{x^n}{}\leq\al\abs{\lam}^{n+1}$, $n=1,2,...$. Therefore, we have

\begin{align*}\limitsup{n\to\infty}\norm{x^n}{}^{1/n}\leq\limit{n\to\infty}\al^{1/n}\abs{\lam}=\abs{\lam}\end{align*}

Thus

\begin{align*}\limitsup{n\to\infty}\norm{x^n}{}^{1/n}\leq \norm{x}{sp}\end{align*}

$\square$

Theorem 6.2.7.label Let $A$ be a unital Banach algebra then for any $x\in A$, $\spec{A}{x}\neq\emp$

Proof. Suppose $\spec{A}{x}=\emp$ for some $x\in A$. Using notation as in Proposition 6.2.6, the function $f_{\p}(\lam)$ is holomorphic everywhere; hence it is entire. But $\limit{\lam\to\infty}f_{\p}(\lam)=0$ so $f_{\p}$ is identically zero by Liouville’s Theorem, which means that $\inner{f(\lam)}{\p}\equiv 0$ for every $\p\in A^{*}$. Hence $f(\lam)\equiv 0$ contradicting $f(\lam)=(x-\lam)\inv$.$\square$

Proposition 6.2.8 (Division Banach Algebra).label Let $A$ be a Banach algebra and a division ring then $A\iso \com$

Proof. Let $x\in A$ then by Theorem 6.2.7, let $\lam\in \spec{A}{x}$. By definition $x-\lam$ is not invertible so $x=\lam$ by assumption.$\square$

Definition 6.2.9 (Functional Calculus).label Let $A$ be a unital Banach algebra and fix $x\in A$. Let $f$ be a holomorphic function in an open neighborhood $U_{f}$ of $\spec{A}{x}$ and $C\suf U_{f}$ be a smooth simple closed curve enclosing $\spec{A}{x}$ with positive orientation. We define

\begin{align*}f(x)\define\frac{1}{2\pi i}\integral{C}{}f(\lam)(\lam-x)\inv d\lam\end{align*}

where the integral is a Bochner intergral in the Banach algebra $A$.

Proof. For each $\p\in A^{*}$, we consider a continuous function $\lam\mto f(\lam)\inner{(\lam-x)\inv}{\p}\in\com$ on the curve $C$. Define a linear functional

\begin{align*}F:A^{*}\to \com&&\p\mto \frac{1}{2\pi i}\integral{C}{}f(\lam)\inner{(\lam-x)\inv}{\p}d\lam\end{align*}

then $F\in A^{**}$ since

\begin{align*}\abs{F(\p)}\leq\frac{l}{2\pi}\norm{\p}{}\SUP{\lam\in\com}\norm{f(\lam)(\lam-x)\inv}{}\end{align*}

where $l$ is the length of the curve $C$. Hence we may write

\begin{align*}\inner{F}{\p}=F(\p)=\frac{1}{2\pi i}\integral{C}{}f(\lam)\inner{(\lam-x)\inv}{\p}d\lam\end{align*}

OTOH, the $A$-valued function $\lam\mto f(\lam)(\lam-x)\inv$ is continuous so the limit

\begin{align*}y\define\frac{1}{2\pi i}\limit{\max\abs{\lam_j-\lam_{j+1}}\to 0}\sums{n}{j=0}f(\lam_{j})(\lam_{j}-x)\inv(\lam_{j}-\lam_{j+1})\end{align*}

exists, where $\curl{\lam_0,...,\lam_n,\lam_{n+1}=\lam_0}$ is a partition of the curve $C$. Then $\inner{y}{\p}=\inner{F}{\p}$ for all $\p\in A^{*}$. Hence $F\in A\suf A^{**}$. By Cauchy’s theorem for contour integrals, $F$ does not depend on the curve $C$. Therefore we denote $F$ by $f(x)$ and write

\begin{align*}f(x)=\frac{1}{2\pi i}\integral{C}{}f(\lam)(\lam-x)\inv d\lam\end{align*}

$\square$

Proposition 6.2.10 (Spectrum Evaluation Homomorphism).label Using the same notations as Definition 6.2.9. Let $\holo{\cali{N}\parens{\spec{A}{x}}}{A}$ be the algebra of all functions holomorphic in a neighborhood of $\spec{A}{x}$ into $A$ then

\begin{align*}\Phi_{x}:\holoa\to A&&f\mto f(x)\end{align*}

is a homomorphism such that

\begin{align*}\Phi_{x}(1)=1_{A}&&\Phi_{x}(\indi{\com})=x\end{align*}

where $1$ is the constant function and $\indi{\com}:\lam\in\com\mto \lam\in\com$

Proof. Let $f,g$ be functions holomoprhic in neighborhoods $U_{f},U_{g}$ of $\spec{A}{x}$, respectively. Let $U=U_{f}\cap U_{g}$, and $C_{i}$ ($i=1,2$) be smooth simple closed curve in $U$ enclosing $\spec{A}{x}$ such that $C_{2}$ lies inside $C_{1}$ then

\begin{align*}f(x)g(x)&=\parens{\frac{1}{2\pi i}\integral{C_1}{}f(\lam)(\lam-x)\inv d\lam}\parens{\frac{1}{2\pi i}\integral{C_2}{}g(\mu)(\mu-x)\inv d\mu}\\&=-\frac{1}{4\pi^{2}}\iintegral{C_1\ti C_2}{}f(\lam)g(\mu)(\lam-x)\inv(\mu-x)\inv d\lam d\mu\\&=-\frac{1}{4\pi^{2}}\iintegral{C_1\ti C_2}{}\frac{f(\lam) g(\mu)}{\lam-\mu}(\mu-x)\inv d\lam d\mu+\frac{1}{4\pi^{2}}\iintegral{C_1\ti C_2}{}\frac{f(\lam) g(\mu)}{\lam-\mu}(\lam-x)\inv d\lam d\mu\end{align*}

where the last equality is by partial fractions. Since $\frac{g(\mu)}{\lam-\mu}$ is holomorphic inside the curve $C_{2}$ if $\lam$ lies on $C_{1}$

\begin{align*}\frac{1}{4\pi^{2}}\integral{C_1}{}\parens{\integral{C_2}{}\frac{g(\mu)}{\lam-\mu}d\mu}f(\lam)(\lam-x)\inv d\lam=0\end{align*}

Hence we get the map $f\mto f(x)$ is a homomorphism

\begin{align*}f(x)g(x)&=\frac{1}{2\pi i}\parens{\integral{C_2}{}\frac{1}{2\pi i}\integral{C_1}{}\frac{f(\lam)}{\lam-\mu}d\lam}g(\mu)(\mu-x)\inv d\mu\\&=\frac{1}{2\pi i}\integral{C_2}{}f(\mu)g(\mu)(\mu-x)\inv d\mu\\&=(fg)(x)\end{align*}

Suppose now $f(\lam)\equiv 1,\lam\in\com$ then

\begin{align*}f(x)=\frac{1}{2\pi i}\integral{C}{}(\lam-x)\inv d\lam\end{align*}

where we pick $C=\curl{\lam:\abs{\lam}=\norm{x}{}+\e}$ for some $\e>0$. We have then

\begin{align*}(\lam-x)\inv=\sums{\infty}{n=0}\frac{x^{n}}{\lam^{n+1}}\end{align*}

uniformly for every $\lam\in C$. Hence by residue theorem

\begin{align*}f(x)=\frac{1}{2\pi i}\integral{C}{}\sums{\infty}{n=0}\frac{x^{n}}{\lam^{n+1}}d\lam=\sums{\infty}{n=0}\frac{1}{2\pi i}\parens{\integral{C}{}\frac{1}{\lam^{n+1}}d\lam}x^{n}=1\end{align*}

Similarly if $f(\lam)=\lam,\fall \lam\in \com$ then $f(x)=x$.$\square$

Proposition 6.2.11 (Spectral Mapping Theorem).label Let $A$ be a unital Banach algebra and fix $x\in A$. If $f\in \holo{\spec{A}{x}}{\com}$ then

\begin{align*}\spec{A}{f(x)}=f\parens{\spec{A}{x}}\end{align*}

Furthermore, if $g\in \holo{f(\spec{A}{x})}{\com}$ then

\begin{align*}(g\circ f)(x)=g(f(x))\end{align*}

Proof. If $\mu\nin f\parens{\spec{A}{x}}$ then $h(\lam)=\frac{1}{f(\lam)-\mu}\in\holo{\cali{N}\parens{\spec{A}{x}}}{\com}$. By Proposition 6.2.10

\begin{align*}(f(x)-\mu)h(x)=h(x)(f(x)-\mu)=(h(f-\mu))(x)=1\end{align*}

Hence $\mu\in\com\del\spec{A}{f(x)}$. Conversely if $\mu\in f(\spec{A}{x})$ then $\mu=f(\lam_{0})$ for some $\lam_{0}\in \spec{A}{x}$. Since $f\in\holo{\cali{N}\parens{\spec{A}{x}}}{\com}$, $\exists h\in\holon{\spec{A}{x}}{\com}$ such that

\begin{align*}f(\lam)-\mu=(\lam-\lam_{0})h(\lam)\end{align*}

By Proposition 6.2.10

\begin{align*}f(x)-\mu=(x-\lam_{0})h(x)=h(x)(x-\lam_{0})\end{align*}

Since $x-\lam_{0}$ is not invertible, neither is $y-\mu$ thus $\mu\in \spec{A}{f(x)}$

Lastly pick smooth simple closed curves $C_{1}$ and $C_{2}$ such that $C_{1}$ encloses $f\parens{\spec{A}{x}}$ and is contained in the domain of $g$, $C_{2}$ encloses preimage of $C_{1}$ under $f$ and is contained in the domain of $f$. We compute

\begin{align*}(g\circ f)(x)&=\frac{1}{2\pi i}\integral{C_1}{}(g\circ f)(\lam)(\lam-x)\inv d\lam\\&=-\frac{1}{4\pi^{2}}\integral{C_1}{}\parens{\integral{C_2}{}g(\mu)(\mu-f(\lam))\inv d\mu}(\lam-x)\inv d\lam\\&=-\frac{1}{4\pi^{2}}\integral{C_2}{}g(\mu)\parens{\integral{C_1}{}(\mu-f(\lam))\inv(\lam-x)\inv d\lam}d\mu\\&=\frac{1}{2\pi i}\integral{C_2}{}g(\mu)(\mu-f(x))\inv d\mu\\&=g(f(x))\end{align*}

$\square$

Proposition 6.2.12.label Let $A$ be a unital Banach algebra and $U\suf \com$ open then $E_{U}=\curl{x\in A:\spec{A}{x}\suf U}\suf A$ is open.

Proof. Let $x_{0}\in E_{U}$, the function $\lam\in U^{c}\mto (x_{0}-\lam)\inv\in A$ is continuous with

\begin{align*}\limit{\abs{\lam}\to\infty}\norm{(x_0-\lam)\inv}{}=0\implies \SUP{\lam\in U^c}\norm{(x_0-\lam)\inv}{}<\infty\end{align*}

Let $\de=\INF{\lam\in U^c}\frac{1}{\norm{(x_0-\lam)\inv}{}}>0$. If $\norm{x-x_0}{}<\de$ then for any $\lam\in U^{c}$ we have

\begin{align*}\norm{(x_0-\lam)-(x-\lam)}{}<\frac{1}{\norm{(x_0-\lam)\inv}{}}\end{align*}

hence $(x-\lam)\inv$ exists by 6.1.17, so $\spec{A}{x}\suf U$ and $x\in E_{U}$ as desired.$\square$

Definition 6.2.13 (Exponential and Logarithmic).label Let $A$ be a unital Banach algebra for each $x\in A$. The exponential

\begin{align*}\exp:\com\to \com&&\lam=a+bi\mto \exp(a+bi)=e^{a}(\cos b+i\sin b)=\sums{\infty}{n=0}\frac{(a+bi)^{n}}{n!}\end{align*}

is an entire function, we define

\begin{align*}\exp x=\sums{\infty}{n=0}\frac{x^{n}}{n!}\end{align*}

which is an absolutely convergent power series where $x^{0}=1$. If $x,y\in A$ commute then

\begin{align*}\exp(x+y)=(\exp x)(\exp y)\end{align*}

In particular $\fall x\in A$

\begin{align*}\exp(-x)=(\exp x)\inv\end{align*}

hence

\begin{align*}\exp:A\to G(A)\end{align*}

Furthermore $\fall t_{0},t,s\in\R$

\begin{align*}\exp(s+t)x=(\exp sx)(\exp tx)&&\limit{t\to t_0}\norm{\exp tx-\exp t_0x}{}=0\end{align*}

thus $\curl{\exp tx:t\in\R}$ is a continuous one parameter subgroup of $G(A)$. The map

\begin{align*}[0,1]\to G(A)&&t\mto \exp tx\end{align*}

is a path joining $1$ to $\exp x$ hence $\exp x$ lies in the connected component $G_{0}(A)$ of $G(A)$ containing the identity. $G_{0}(A)$ (which is closed) is called the principal component of $G(A)$. By 6.1.17, $G(A)$ is open in the Banach space $A$ so it is locally path-connected so $G_{0}(A)$ is a clopen subgroup of $G(A)$. Since $x\in G(A)\mto axa\inv \in G(A)$ is a group automorphism of $G(A)$ for each $a\in G(A)$ which leaves the identity fixed, $G_{0}(A)$ is a normal subgroup of $G(A)$. The quotient group $G(A)/G_{0}(A)$ is called the index group of $A$.

If $\spec{A}{x}$ is contained in the domain of the principal logarithm $\text{Log}:\com\del(-\infty,0]\to\com$ then $\log x\define\text{Log}x$ by 6.2.10. If $\spec{A}{x}\suf \text{dom(Log)}$ then by 6.2.11 we have

\begin{align*}\spec{A}{\log x}=\text{Log}\parens{\spec{A}{x}}&&\exp\log x=x\end{align*}

since $\exp$ is entire. If $\norm{x-1}{sp}<1$ i.e. $\spec{A}{x}\suf\curl{\lam\in \com:\abs{\lam-1}<1}\suf \com\del(-\infty,0]$ then $\log x$ can be written as the absolutely convergent power series

\begin{align*}\log x=-\sums{\infty}{n=1}\frac{(1-x)^{n}}{n}\end{align*}

Proposition 6.2.14.label Let $x$ be an element of a unital Banach algebra $A$. If $\spec{A}{x}\suf\curl{\lam\in \com:-\pi<\Im\lam<\pi}$ then

\begin{align*}\log\exp x=x\end{align*}

Proof. By Spectral Mapping 6.2.11

\begin{align*}\spec{A}{\exp x}=\exp\parens{\spec{A}{x}}\end{align*}

Furthermore $\spec{A}{x}\suf\curl{\lam\in \com:-\pi<\Im\lam<\pi}$ hence

\begin{align*}\spec{A}{\exp x}=\exp\parens{\spec{A}{x}}\suf\com\del(-\infty,0]\end{align*}

This shows that $\spec{A}{\exp x}\suf\text{dom(Log)}$ so $\log\in \holon{\spec{A}{\exp x}}{\com}$ and by Spectral Mapping 6.2.11 with $f=\exp, g=\log$ we have

\begin{align*}\log\exp x=x\end{align*}

$\square$