Slice monogenic functions of a Clifford variable via the $S$-functional calculus
By Fabrizio Colombo, David P. Kimsey, Stefano Pinton, and Irene Sabadini
Abstract
In this paper we define a new function theory of slice monogenic functions of a Clifford variable using the $S$-functional calculus for Clifford numbers. Previous attempts of such a function theory were obstructed by the fact that Clifford algebras, of sufficiently high order, have zero divisors. The fact that Clifford algebras have zero divisors does not pose any difficulty whatsoever with respect to our approach. The new class of functions introduced in this paper will be called the class of slice monogenic Clifford functions to stress the fact that they are defined on open sets of the Clifford algebra $\mathbb{R}_n$. The methodology can be generalized, for example, to handle the case of noncommuting matrix variables.
1. Introduction
This paper is inspired by recent advances in the spectral theory on the $S$-spectrum for Clifford operators in Reference 7, where fully Clifford operators play a crucial role in the approach. These new developments in operator theory have deep consequences on the function theory of slice monogenic functions because they highlight properties and potentialities of the Cauchy formula of slice monogenic functions that have impact on future researches.
In the literature, the various hyperholomorphic function theories for Clifford algebra valued functions mainly consider smooth functions defined on an open set $U$ in the Euclidean space $\mathbb{R}^{n+1}$ and not in the whole Clifford algebra $\mathbb{R}_n$ (we denote by $\mathbb{R}_n$ the Clifford algebra over $n$ imaginary units $e_i$,$e_i^2=-1$).
When the hyperholomorphic functions with values in a Clifford algebra, or, more in general, in an associative algebra were introduced, no restrictions were imposed on the domain; see e.g. Reference 27Reference 32 and references therein. However, it was soon realized that the presence of zero divisors in the domain could complicate the analysis of the hyperholomorphic functions; see e.g. Reference 31. Thus, the problem of treating a function theory on more general domains in the algebra remained unsolved, a part the case of bicomplex numbers; see Reference 29 and the references therein.
The more recent theory of slice hyperholomorphic functions started in the quaternionic case with the paper Reference 20. Then it was first generalized to the case of functions with values in a Clifford algebra, see Reference 11Reference 13Reference 14, which were further studied in Reference 8Reference 15Reference 30, in the algebra of octonions Reference 21, and also to the case of a real alternative algebra Reference 22, using however a different, although related, definition.
Later, other variations of the notion of slice hyperholomorphicity were introduced; see Reference 10Reference 18Reference 25Reference 26; however all of them have in common the fact that the domain of the functions can be expressed as the union of complex planes. In the particular case of Clifford algebras, this means that one cannot consider a fully Clifford variable as input of a function.
The function theory of slice hyperholomorphic functions was developed under the need of providing all the necessary tools to develop the so-called $S$-functional calculus for $n$-tuples of operators, see Reference 2Reference 12Reference 16Reference 19 and Reference 15, which was defined for paravector operators and was based on the Cauchy formula for slice monogenic functions and on the $S$-spectrum.
In 2020 the first and second authors proved the spectral theorem for fully Clifford operators based on the $S$-spectrum in Reference 7. The fact that the spectral theorem exists in such a general setting gives a strong motivation to consider the $S$-functional calculus for fully Clifford operators and, more generally, also for operators acting on a two-sided modules over more general algebras. In fact, in Reference 6 it is shown that $S$-functional calculus and its properties can be extended to fully Clifford operators or more general operators. The fact the $S$-spectrum is defined for operators acting on two sided modules over a real alternative algebra (which includes all Clifford algebras of the form $\mathbb{R}_n$) and that the basic properties remain intact (i.e., the $S$-spectrum of a bounded operator is a non-empty compact set) was observed in Reference 23 and used for analysis of semigroups.
The main novelty of this paper is to use the spectral theory on the $S$-spectrum to define slice monogenic functions of a Clifford variable. The strategy is general and can be used in other cases that we shall discuss in the last section of the paper. We point out that the idea of using operator theory to obtain results in function theory is not new. In fact, several results for noncommuting variables are obtained via the Taylor functional calculus; see the book Reference 24 for further discussions.
To explain how the strategy based on the $S$-spectrum works, we first make some observations on the Cauchy formulas of the theory of several complex variables and of monogenic functions. Then we compare these two formulas with the Cauchy formula of slice monogenic functions and we show the consequences on the function theories.
is defined in $\mathbb{C}^n\!\setminus \! \{(z_1,\ldots ,z_n)\}$ and the Cauchy formula for holomorphic functions in $n$ complex variables $z_1,\ldots ,z_n$ is given by
where $d\lambda =d\lambda _1\cdots d\lambda _n$ and $f$ is any holomorphic function in a neighbourhood of the point $(z_1, \ldots , z_n)\in \mathbb{C}^n$. For each $j = 1,\ldots , n$ the simple closed contour $C_j$ surrounds $z_j$ and $C_1\times \ldots \times {C}_n$ is contained in the domain of $f$ in $\mathbb{C}^n$. It is clear that in this formula one can form functions of $n$-tuples operators $A_j$ for $j=1,\ldots ,n$, by replacing $\lambda _j- z_j$ by $\lambda _j\mathcal{I}- A_j$. Since $\lambda _j$ and $z_j$ are complex numbers, then $A_j$, for $j=1,\ldots ,n$, have to be complex operators.
Let us now consider another higher dimensional generalization, namely one of hyperholomorphic functions. Let $\mathbb{R}_n$ be the real Clifford algebra over $n$ imaginary units $e_1,\ldots ,e_n$ satisfying the relations $e_\ell e_m+e_me_\ell =0$,$\ell \not = m$,$e_\ell ^2=-1.$ If $U\subseteq \mathbb{R}^{n+1}$ is an open set, a function $f:\ U\subseteq \mathbb{R}^{n+1}\to \mathbb{R}_n$ can be interpreted as a function of the paravector $x=x_0+e_1x_1+\ldots +e_nx_n$. The monogenic Cauchy kernel, see Reference 3Reference 17, is
where $\sigma _n\coloneq 2\pi ^{\frac{n+1}{2}}/ \Gamma \Big (\frac{n+1}{2}\Big )$ is the volume of unit sphere in $\mathbb{R}^{n+1}$. Let $f$ be a left monogenic function on an open set that contains $\overline{U}$; then the Cauchy formula
$$\begin{equation} f(x)=\int _{\partial U} G_s(x)\eta (s) f(s)dS(s) \cssId{CF2}{\tag{1.2}} \end{equation}$$
holds, for every $x$ in $U$, where $U$ is an open set in $\mathbb{R}^{n+1}$ with smooth boundary $\partial U$,$\eta (s)$ is the outer unit normal to $\partial U$ and $dS(s)$ is the scalar element of surface area on $\partial U$. Also in this case, the Cauchy kernel contains the difference of the coordinates $s_j-x_j$ so to define a functional calculus, for consistency, the differences $s_j-x_j$ can be replaced by the operators $s_j\mathcal{I}- T_j$, where $T_j$ are real operators with real spectrum. It is unclear how to give a meaning to the monogenic Cauchy formula Equation 1.2 when we suppose to replace the variable $x$ by a paravector operator $T=T_0+e_1T_1+\dots +e_nT_n$ or, more in general, by a fully Clifford operator. The same problem occurs also with formula Equation 1.1 which cannot work for such operators.
The Cauchy formula for slice monogenic function has a greater flexibility because the paravector variables $s$ and $x$, appearing in the slice monogenic Cauchy kernel, play different roles. Consider the left slice monogenic Cauchy kernel
$$\begin{equation*} S_L^{-1}(s,x)\coloneq -(x^2 -2 \mathrm{Re} (s) x+|s|^2)^{-1}(x-\overline{s}), \end{equation*}$$
where $x,s\in \mathbb{R}^{n+1}$, and $x\not \in [s]$ (see Section 2 for the notations) are paravectors. From a heuristic point of view, we see that the variable $x$ appears with a different role with respect to the variable $s$ and this is clearly visible if one is willing to replace $x$ or $s$ by an operator $T$. In the case of $s$, we have to give meaning to $\mathrm{Re} (s)$ and to $|s|^2$ in terms of the operator $T$. But with respect to $x$ we only have to give meaning to powers of $T$, in fact only the square of $T$. Any mathematical object $T$ whose powers have a meaning is a possible candidate for the replacement. In the original version of the $S$-functional calculus the paravector $x$ is replaced by a paravector operator $T=T_0+T_1e_1+\cdots +T_ne_n$ with not necessarily commuting components $T_j$,$j=0,\ldots ,n$.
The functional calculus for fully Clifford operators opens the way to define slice monogenic functions of a Clifford variable $\hat{x}\in \mathbb{R}_n$ using the slice monogenic Cauchy formula. To this end, we define the $S$-spectrum of the Clifford number $\hat{x}$ as
$$\begin{equation*} \sigma _S(\hat{x})=\{s\in \mathbb{R}^{n+1} : \hat{x}^2-2\mathrm{Re}(s)\hat{x} +|s|^2 \ \ \text{ is not invertible in} \ \mathbb{R}_n\}. \end{equation*}$$
Now let $\hat{x}\in \mathbb{R}_n$ and let $U\subset \mathbb{R}^{n+1}$ be a bounded slice Cauchy domain that contains $\sigma _S(\hat{x})$ and for $\mathrm{j}\in \mathbb{S}$($\mathbb{S}$ is the sphere of paravectors $s$ with $s_0=0$,$s^2=-1$) we set $ds_\mathrm{j}=ds (-\mathrm{j})$. Assume that $f$ is a (left) slice monogenic function on a set that contains $\overline{U}$ and assume that $U$ contains the $S$-spectrum of $\hat{x}$. We define the (left) slice monogenic function of the Clifford variable $\hat{x}$ as
The function $f(\hat{x})$ is well defined because then the integral Equation 1.3 depends neither on $U$ nor on the imaginary unit $\mathrm{j}\in \mathbb{S}$. Observe that in the case $\hat{x}$ is a paravector then the definition Equation 1.3 becomes the Cauchy formula for slice monogenic functions.
When $\hat{x}$ varies in a set $W$ contained in $\mathbb{R}_n$, the formula gives a function of $\hat{x}$ since $U$ is chosen sufficiently large such that it contains $\sigma _S(\hat{x})$ for all $\hat{x} \in W$. A similar definition holds in more general cases, for example, in the case of matrix variables.
2. Preliminary results
In this section we collect the preliminary results which are needed in the sequel. An element in the Clifford algebra $\mathbb{R}_n$ will be denoted by $\hat{x}=\sum _A e_Ax_A$, with $x_A\in \mathbb{R}$, where $A=\{ \ell _1\ldots \ell _r\}\in \mathcal{P}\{1,2,\ldots , n\},\ \ \ell _1<\ldots <\ell _r$ is a multi-index and $e_A=e_{\ell _1} e_{\ell _2}\ldots e_{\ell _r}$,$e_\emptyset =1$. An element $(x_0,x_1,\ldots ,x_n)\in \mathbb{R}^{n+1}$ will be identified with the element $x=x_0+\underline{x}=x_0+ \sum _{\ell =1}^nx_\ell e_\ell \in \mathbb{R}_n$ and will be called a paravector and the real part $x_0$ of $x$ will also be denoted by $\mathrm{Re}(x)$. The norm of $x\in \mathbb{R}^{n+1}$ is defined as $|x|^2=x_0^2+x_1^2+\ldots +x_n^2$. More generally the norm of $\hat{x}$ is given by $|\hat{x}|^2=\sum _A |x_A|^2$ and is called the Euclidean norm. The conjugate of $x$ is defined by $\bar{x}=x_0-\underline{x}=x_0- \sum _{\ell =1}^nx_\ell e_\ell .$ With a slight abuse of notation if $x \in \mathbb{R}_n$ is a paravector, then we will write $x\in \mathbb{R}^{n+1}$.
Note that for $\mathrm{j}\in \mathbb{S}$ we obviously have $\mathrm{j}^2=-1$. Given an element $x=x_0+\underline{x}\in \mathbb{R}^{n+1}$ let us set $\mathrm{j}_x=\underline{x}/|\underline{x}|$ if $\underline{x}\not =0,$ and given an element $x\in \mathbb{R}^{n+1}$, the set
is an $(n-1)$-dimensional sphere in $\mathbb{R}^{n+1}$. The vector space $\mathbb{R}+\mathrm{j}\mathbb{R}$ passing through $1$ and $\mathrm{j}\in \mathbb{S}$ will be denoted by $\mathbb{C}_\mathrm{j}$ and an element belonging to $\mathbb{C}_\mathrm{j}$ will be indicated by $u+\mathrm{j}v$, for $u$,$v\in \mathbb{R}$.
We recall the definition of slice monogenic functions which is slightly different from the original one; this definition allows us to define functions on axially symmetric domains that do not necessarily intersect the real axis. The proofs are minor modifications of the ones in Reference 15.
Definition 2.2 is nowadays systematically used in operator theory, see Reference 4Reference 5, and also for vector-valued operator functions.
The following results are well known.
3. Slice monogenic functions of a Clifford variable
Using the results in the previous section, we can now define monogenic function of a Clifford variable that is not necessarily a paravector. We start with some examples considering a slice monogenic polynomial $P(x)=\sum _{m=0}^Mx^ma_m,\ \ a_m\in \mathbb{R}_n$ of order $M$. We can define the slice monogenic polynomial of the Clifford number $\hat{x}\in \mathbb{R}_n$ by simply replacing the paravector $x$ by $\hat{x}$ and we get $P(\hat{x})=\sum _{m=0}^M\hat{x}^ma_m,\ \ a_m\in \mathbb{R}_n.$ In the case we consider a power series expansion of a slice monogenic function $f$ that converges in a suitable ball centered at the origin, replacing $x$ by $\hat{x}$ we get $f(\hat{x})=\sum _{m=0}^{+\infty }\hat{x}^ma_m,\ \ a_m\in \mathbb{R}_n$ and $f(\hat{x})$ is well defined for those Clifford numbers $\hat{x}$ such that the series is absolutely convergent. If $x=x_0+x_1e_1+\cdots +x_ne_n$ and $s=x_0+s_1e_1+\cdots +s_ne_n$ are paravectors, then the Cauchy kernels are expressed in power series as
It is equivalent to the Euclidean norm $|\hat{x}|$ but more convenient in some circumstances. In fact, for the norm $|\hat{x}|_1$ we have that $|\hat{x}^m|_1\leq |\hat{x}|^m_1$ while for the Euclidean norm there is a constant $C\geq 1$ such that $|\hat{x}^m|\leq C^m|\hat{x}|^m$. In order to avoid the constant $C$ we will use the norm $|\cdot |_1$, for fully Clifford numbers, and we write $|\cdot |$ instead of $|\cdot |_1$ when no confusion arises.
Now observe that we can define the $S$-resolvent functions associated with the Clifford number $\hat{x}\in \mathbb{R}_n$ as follows.
Theorem 3.4 shows that, when we replace the paravector $x$ by the Clifford number $\hat{x}$ in the Cauchy kernel expansion, the sum of the series is formally obtained by replacing $x$ by $\hat{x}$ in the Cauchy kernel.
It is now natural to define the $S$-spectrum and the $S$-resolvent set of a Clifford number $\hat{x}\in \mathbb{R}_n$ (cf. Reference 23).
In general, we have:
Observe that the $S$-resolvent functions are slice monogenic with respect to the variable $s$ for all $s\in \rho _S(\hat{x})$, cfr. Lemma 2.5, but it is not slice monogenic in $\hat{x}$.
The following result is adapted for Clifford numbers from the functional calculus for paravector operators.
Thanks to Theorem 3.12 Definition 3.13 is well posed.
The next result shows that Definition 3.13 is consistent with polynomials and powers series expansions of slice monogenic functions where we formally replace the paravector variable $x$ by the Clifford variable $\hat{x}$.
Since slice monogenic functions of a Clifford variable are defined via a functional calculus the product of two of such functions is well defined when we have the product rule for the functional calculus. In order to do this we recall that the $S$-resolvent functions satisfy the $S$-resolvent equation, as it can be checked by a direct computation. We have the following results.
The left and the right $S$-resolvent equations cannot be considered the generalization of the classical resolvent equation. The $S$-resolvent equation entangles the $S$-resolvent functions and the slice monogenic Cauchy kernel in the following way.
As a consequence of the $S$-resolvent equation we obtain the product rule.
Theorem 3.19 can be proved following the proof in the case of paravector operators and so we omit the proof.
4. Further consequences of the $S$-functional calculus
In the preceding sections, we discussed how the use of operator theory allows to extend the definition of slice monogenic functions from paravectors to all the elements in a Clifford algebra. But this may go beyond Clifford numbers. We now give further examples to illustrate the advantages of our method based on the $S$-functional calculus.
4.1. Composition of slice monogenic functions with monogenic functions
The definition of slice monogenic functions of a Clifford variable has important implications in the function theory of monogenic functions because it allows to define the composition of a slice monogenic function with a monogenic function. This composition is otherwise undefined between these functions. In fact, let $U_0$ be an open set and let $\breve{f}:U_0\subseteq \mathbb{R}^{n+1}\to \mathbb{R}_n$ be a monogenic function. We determine the $S$-spectrum of $\breve{f}(x)$
and, given the slice monogenic function $f$ defined on an axially symmetric domain $U$ which contains $\sigma _S(\breve{f}(x))$, we define the composition $f(\breve{f})(x)$ as
One has to pay attention also on the dependence on $x$ in the definition of the $S$-spectrum. This fact has many profound consequences on the function theory.
4.2. Slice monogenic functions of an octonionic variable
Let $\mathbb{O}$ be the noncommutative and nonassociative division algebra of octonions. We define the $S$-spectrum associated with an octonionic number as follows:
We can obviously choose $\mathcal{S}=\mathbb{O}$ but other cases are possible. With $\mathcal{S}=\mathbb{H}$, we have a quaternionic spectrum of an octonion and we can consider the functional calculus for slice hyperholomorphic functions of a quaternionic variable and with quaternionic values, thus obtaining that $f(Q)$ is a function with values in $\mathbb{O}_{\mathbb{H}}\coloneq \mathbb{O}\otimes \mathbb{H}$,
In principle, we could also consider the algebraic tensor product $\mathbb{O}\otimes \mathbb{R}_n$ over the reals of $\mathbb{O}$ with the Clifford algebra $\mathbb{R}_n$ and we set $\mathbb{O}_{n}\coloneq \mathbb{O}\otimes \mathbb{R}_n$. Using the $S$-functional calculus we can now define slice monogenic functions (with coefficients in $\mathbb{R}_n$) of an octonionic variable and with values in $\mathbb{O}_n$.
We use the $S$-resolvent functions and the $S$-functional calculus defined for slice hyperholomorphic functions (with quaternionic coefficients) of an octonionic variable.
It would be interesting to investigate possible extensions of the results in Reference 26Reference 28 according to this new definitions. We will not pursue this here.
4.3. Noncommuting matrix variables
As another example, we consider the case of $(n+1)$ noncommuting matrices. Precisely let $X_j\in \mathbb{R}^{d\times d}$, for $d\in \mathbb{N}$, and fix a Clifford algebra $\mathbb{R}_n$. We make the identification
to identify $(n+1)$-tuples of $d\times d$ real matrices with a $d\times d$ matrix with paravector entries. The $S$-spectrum of the $(n+1)$-tuple of noncommuting matrices $(X_0,X_1,\ldots ,X_n)$ is defined as:
Note that we can consider $2^n$-tuples of matrices identified with $\mathbf{X}\!=\!\sum _{|A|=0}^n\! X_Ae_A$ whose $S$-spectrum$\sigma _S(\mathbf{X})$ is given above. This approach may give more useful properties on the operator $\mathbf{X}$. Moreover, the $S$-resolvent functions keep the same form:
Via the $S$-functional calculus we can define slice monogenic functions (with coefficients in $\mathbb{R}_n$) of the noncommuting matrices $\mathbf{X}$. In particular the case of intrinsic functions contains all special functions that have power series expansion like the exponential, sine, cosine, Bessel, more in general hypergeometric functions to name a few.
Acknowledgments
The authors would like to thank both the referees for carefully reading the manuscript and for their comments.
Definition 3.13 (Slice monogenic functions of a Clifford variable).
Theorem 3.19.
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The first author was partially supported by the PRIN project Direct and inverse problems for partial differential equations: theoretical aspects and applications.
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author={Colombo, Fabrizio},
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