p-Adic Number Fields Acting On W*-Probability Spaces
Department of Mathematics, 421 Ambrose Hall, Saint Ambrose University, 518 W. Locust St., Davenport, Iowa, 52803, U. S. A.Abstract
In this paper, we study how a p-adic number field
acts on an arbitrarily fixed W*-algebra, and how it affects the original free-probabilistic information on the W*-algebra, for each prime p. In particular, by understanding the σ-algebra
of
as a semigroup equipped with the setintersection, we act
on a unital tracial W*-probability space (M,tr), creating the corresponding semigroup W*-dynamical system. From such a dynamical system, construct the crossed product W*-algebra equipped with a suitable linear functional. We study free probability on such W*-dynamical operator-algebraic structures determined by primes, and those on corresponding free products of such structures over primes. As application, we study cases where given W*-probability spaces are generated by countable discrete groups.
Keywords: Free Probability, Free Probability Spaces, p-Adic Number Fields, Von Neumann Algebras, W*-Dynamical Systems, Crossed Product W*-Algebras.
Received September 30, 2016; Revised December 11, 2016; Accepted February 09, 2017
Copyright © 2017 Science and Education Publishing. All Rights Reserved.Cite this article:
- Ilwoo Cho. p-Adic Number Fields Acting On W*-Probability Spaces. Turkish Journal of Analysis and Number Theory. Vol. 5, No. 2, 2017, pp 31-56. https://pubs.sciepub.com/tjant/5/2/2
- Cho, Ilwoo. "p-Adic Number Fields Acting On W*-Probability Spaces." Turkish Journal of Analysis and Number Theory 5.2 (2017): 31-56.
- Cho, I. (2017). p-Adic Number Fields Acting On W*-Probability Spaces. Turkish Journal of Analysis and Number Theory, 5(2), 31-56.
- Cho, Ilwoo. "p-Adic Number Fields Acting On W*-Probability Spaces." Turkish Journal of Analysis and Number Theory 5, no. 2 (2017): 31-56.
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1. Introduction
The main purposes of this paper are (i) to consider how a prime p acts on a fixed unital tracial
-probability space, (ii) to study operator-algebraic, and operator-theoretic information of crossed product
-algebras obtained from
-dynamical systems obtained from (i), and (iii) to investigate free probability on free product of crossed product
-algebras of (ii). Also, we apply our main results to the cases where a fixed unital tracial
-probability space is generated by a countable discrete group.
The relations between primes and operator algebras have been studied in various different approaches. For instance, we studied how primes act on certain types of von Neumann algebras, especially, generated by p-adic, and Adelic measure spaces (e.g., [3, 6]). Meanwhile, in [4] and [5], primes are regarded as linear functionals acting on arithmetic functions. In such a case, one can understand arithmetic functions as Krein-space operators (for fixed primes), under certain Krein-space representations (e.g., [8]). Also, in [7], we considered free-probabilistic structures on a Hecke algebra
for a fixed prime p. For more about number-theoretic motivation, see e.g., [9, 10, 13].
In [1], we considered free-distributional data of certain operators in a C*-algebra
, induced by a (pure-algebraic)
-algebra
consisting of all measurable functions over
under Hilbert-space representation, for a prime
For all
we defined C*-probability spaces
, where
are kind of “filtered" linear functionals implying the number-theoretic data on
in terms of the usual p-adic integration on
for a prime
From the system
![]() |
of C*-probability spaces, the free product C*-probability space
![]() |
is constructed, and the free probability on this C*-probability space, called the Adelic probability space, is studied.
In [2], we established weighted-semicircular elements, and corresponding semicircular elements in certain Banach
-probability spaces induced by a C*-probability space
![]() |
Especially, the weighted-semicircularity of [2] is dictated by free-distributional data on
obtained in [1].
Motivated by the main results of [1] and [2], we here study how our p-adic-analytic structures affect the original free-probabilistic data on arbitrarily fixed unital tracial
-probability spaces. To do that, we establish suitable W*-dynamical systems induced by the σ-algebra
of
. From such dynamical systems, we construct corresponding crossed product
-algebras, and investigate
-probability on them. In particular, we focus on how p-adic-analytic data (containing number-theoretic information) affect the original free-distributional data.
Remark and Emphasis Even though our proceeding works are highly motivated by those of [1] and [2], the aims, approaches, tools, theories and results are totally independent from each other.
1.2. OverviewIn Sections 2, we briey introduce backgrounds and a motivation of our works. In particular, we introduce p-adic number fields
for primes
and consider p-adic calculus on
based on p-adic calculus, we construct free-probabilistic models on the *-algebras
consisting of all measurable functions on
for primes
Free products of *-probability spaces is observed, too.
In Section 3, we understand the σ-algebra
as a semigroup equipped with the set-intersection, for a fixed prime
and then act this semigroup on an arbitrarily taken unital tracial
-probability space
. A
-dynamical system is well-established by the semigroup acting on
and the corresponding crossed product
-algebra is considered. By determining a suitable linear functional on such a crossed product
-algebra, free-probabilistic informations are investigated.
In Section 4, certain “sub"-free-probabilistic structures of the
-probability spaces of Section 3 are established and studied.
In Section 5, from the
-probability spaces of Section 4, we construct free product
-probability spaces, and study operator-algebraic, and operator-theoretic (especially, spectral-theoretic) properties of such free product
-probability spaces.
As an application of our main results of Sections 4 and 5, we restrict our interests to the cases where a fixed unital tracial
-probability space is induced by a countable discrete group, in Section 6. For example, we concentrate on the case where a fixed group is a free group with multi generators.
2. Preliminaries
In this section, we briey mention about backgrounds of our works.
2.1. Free ProbabilityReaders can check fundamental analytic-and-combinatorial free probability from [12] and [14] (and the cited papers therein). Free probability is understood as the noncommutative operator-algebraic version of classical probability theory (covering commutative cases). The classical independence is replaced by the freeness, by replacing measures to linear functionals. It has various applications not only in pure mathematics (e.g., [11]), but also in related scientific topics (for example, see [1, 2, 3, 4, 8]). In particular, we will use combinatorial approach of Speicher (e.g., [12]).
Especially, in the text, without introducing detailed definitions and combinatorial backgrounds, free moments and free cumulants of operators will be computed. Also, we use free product of C*-probability spaces in the sense of [12] and [14], without detailed introduction. However, rough introduction would be given whenever they are needed in text.
2.2. Calculus on
Let
be the p-adic number fields for
equipped with the non-Archimedean p-norms
(on
), where
is the set of all primes in the natural numbers (or the positive integers)
This Banach space
is also understood as a measure space
![]() |
equipped with the left-and-right additive invariant Haar measure
on the σ-algebra
. Recall also that,
is a well-defined ring algebraically.
As a topological space, the p-adic number field
contains its basis elements
![]() | (2.2.1) |
satisfying the basis property,
![]() |
and the chain property,
![]() |
and the measure-theoretic data,
![]() |
for all
, where
![]() |
is the unit disk of
, consisting of all p-adic integers.
By understanding
as a measure space, one can establish a *-algebra
over
as a *-algebra consisting of all
-measurable functions
,
![]() |
where the sum
means a finite sum, and
are the usual characteristic functions of
. Of course, the adjoint
of
is defined to be
![]() |
where
mean the conjugates of
for all 
On
, one can naturally define a linear functional 
![]() |
and hence, the pair
orms a well-determined
-probability space. Remark that it is a “commutative"
-probability space (and hence, it is well-covered by (noncommutative) free probability theory).
Define now subsets
of
by
![]() | (2.2.3) |
We call such
-measurable subsets
the k-th boundaries of the basis elements
of (2.2.1), which are also
-measurable subsets, for all
By the basis property in (2.2.1), one obtains that
![]() | (2.2.4) |
where
means the disjoint union, and
![]() |
by the measure-theoretic information in (2.2.1), for all 
Now, let
be the vector space of all
-measurable functions on
, i.e.,
![]() | (2.2.5) |
So,
if and only if
![]() |
where
means the finite sum, and
are the usual characteristic functions of 
Then it forms a *-algebra over
. Indeed, the vector space
of (2.2.5) is an algebra under the usual functional addition, and multiplication. Also, this algebra
has the adjoint,
![]() |
where
having their conjugates
in
.
Let
Then one can define the p-adic integral of f by
![]() | (2.2.6) |
Note that, by (2.2.4), if
then there exists a subset
of
such that
![]() |
satisfying the following result.
Proposition 2.1. (See [1]) Let
and let
Then there exist
such that
![]() |
and
![]() |
where
is in the sense of (2.2.7).
By (2.2.8), one obtains that if
![]() |
then
![]() |
where
are in the sense of (2.2.8), for all
for all
, whenever
of (2.2.7) is nonempty in 

Throughout this section, fix a prime
and let
be the corresponding p-adic number field, and let
be the *-algebra consisting of all
-measurable functions on
In this section, let's establish a suitable free probabilistic model on the
-algebra
. Remark that free probability provides a universal tool to study free distributions on “noncommutative" algebras, and hence, it covers the cases where given algebras are “commutative." Remark that
is a commutative
-algebra, but, for our later purposes, we construct free-probabilistic settings on
.
Let
be the basis elements (2.2.1) of the topology for
i.e.,
![]() | (2.3.1) |
with their boundaries
![]() |
Define a linear functional
by
![]() | (2.3.2) |
Then, by (2.3.2), one obtains that
![]() |
since
![]() |
with help of (2.2.8), for all 
Moreover, by the commutativity on
,
![]() |
and hence, this linear functional
of (2.3.2) is a trace on
.
Definition 2.1. The free probability space
is called the p-adic free probability space, for
where
is the linear functional (2.3.2) on
.
Let
be in the sense of (2.3.1) in
and
for all
Then
![]() |
by (2.2.3), where
means the maximum in
.
Say
in
Then
in
, by (2.2.3). Therefore,
in
So, if
in
then
![]() |
Thus, one can verify that
![]() | (2.3.3) |
Inductive to (2.3.3), we obtain the following result.
Proposition 2.2. (See [1]) Let
for
Then
![]() | (2.3.4) |
and hence,
![]() |
Now, let
be the k-th boundary
of
in
for all
Then, for
one obtains that
![]() | (2.3.5) |
where
means the Kronecker delta, and hence,
![]() |
So, we obtain the following computations.
Proposition 2.3. Let
for
Then
![]() | (2.3.6) |
and hence,
![]() |
where
![]() |
Proof. The proof of (2.3.6) is done by (2.3.5).
Thus, one can get that, for any 
![]() |
where
is in the sense of (2.2.8)
![]() | (2.3.7) |
where
are in the sense of (2.2.8), for all 
Also, if
then
![]() | (2.3.8) |
where
![]() |
because 
In (2.3.8), it is clear that, if
is empty, then
![]() |
where
is the empty set in 
Thus, one can get that there exist
such that
![]() | (2.3.9) |
where
![]() |
by (2.3.8) and (2.2.10), for all 
By (2.3.9), we obtain the following general result under induction.
Theorem 2.4. Let
and let
for
for
Let
![]() |
where
are in the sense of (2.2.7), for
Then there exist
such that
![]() | (2.3.10) |
and
![]() |
Proof. The proof of (2.3.10) is done by induction on (2.3.9). For more details, see [1] and [2].
Of course, if
is empty in
then the formula (2.3.10) vanishes. By (2.3.10), we obtain that, if
![]() |
then
![]() | (2.3.11) |
where
are in the sense of (2.2.10), for all 
The above joint free-moment formula (2.3.11) provides a universal tool to compute the free-distributional data of free random variables in our p-adic free probability space 
Let
be arbitrary
-probability spaces, consisting of C*-algebras
, and corresponding linear functional
, for
where
is an arbitrary countable (finite or infinite) index set. The free product
-algebra 
![]() |
is the
-algebra generated by the noncommutative reduced words in
having a new linear functional
![]() |
The
-algebra A is understood as a Banach space,
![]() | (2.4.1) |
with
![]() |
where
![]() |
for all
and where the direct product
, and the tensor product
are topological on Banach spaces.
In particular, if an element
is of the form of free reduced word,
![]() |
then one can understand
as an equivalent Banach-space vector
![]() |
contained in a direct summand,
of (2.4.1).
We denote this relation by
![]() | (2.4.2) |
Of course, the left-hand side
means the
-algebra element of
while, the right-hand side
means the Banach-space vector of
in the sense of (2.4.1).
Remark that, if a is a free reduced word in A, then
![]() | (2.4.3) |
for all 
Notation and Remark Let
be a free reduced word in
as above. The power
in (2.4.3) means the k-th power of
as a new element of
which is regarded as a vector in
![]() |
To avoid the confusion, we may use the notation
, as a construction of new free “non-reduced" word,
![]() |
in
Note that only if
in the index set
then the above free non-reduced word
forms a free reduced word in 
For example, let
be a free reduced word with
![]() |
as a vector,
![]() |
Then
![]() |
in
but
![]() |
i.e.,
![]() |
as free reduced words in 
So, in the text below, if we use the term “
” for a fixed free reduced word
, then it is in the sense of (2.4.3). In the following text, we will not use the concept “
.” However, we want to emphasize the difference between
and
in the free product algebra
at this moment.
Similar to
and
, one can understand the adjoints
and
of a fixed free reduced word
in
i.e.,
![]() |
and
![]() |
in 
So, the free product linear functional
on
satisfies that, whenever
is a reduced free word in
satisfying (2.4.2), then
![]() | (2.4.4) |
by (2.4.3), for all
Sometimes, by abusing (2.4.3), one can / may write
![]() |
whenever
is a “free reduced word” in
for all 
Now, let
![]() |
We say that a is a free sum in
if all summands
of b are contained in “mutually-distinct” direct summands of a Banach space A of (2.4.1), as free reduced words. Then, similar to the above observation, one can realize that
![]() | (2.4.5) |
satisfying
![]() |
for all 
Here, remark that each summand
of (2.4.5) satisfies (2.4.4).
Notation and Remark Similar to the free-reduced-word case, if b is a free sum in the sense of (2.4.5), then one can consider
![]() |
where the summands
are forms of free “non-reduced” words in A. In the following text, we will not use the concept “
” in
. But, as before, we emphasize the difference between
and
, for a fixed free sum b of
.
For more about (free-probabilistic) free product algebras, and corresponding free probability spaces, see [11, 12, 14] and cited papers therein.
3. Act
on W*-Probability Spaces
In this section, we regard the
-algebra
of a p-adic number field
as a monoid equipped with its binary operation, the set-intersection
And we act this monoid
on arbitrarily given
-probability spaces. In other words, we construct a monoidal
-dynamical systems. And then, corresponding crossed product
-algebras are established. Free probability on such
-algebras is considered.
on W*-Probability SpacesLet
be a von Neumann algebra, i.e., it is a unital
-subalgebra of the operator algebra
consisting of all bounded operators on a Hilbert space
Assume further that we fix a linear functional tr on
satisfying
![]() |
for all
and
![]() |
where
means the identity operator of
, which is the identity operator of
. i.e., the linear functional
is a unital trace on
. So, the pair
forms a unital tracial
-probability space in the sense of [11] and [14].
For a prime
let
be the
-Hilbert space
over the p-adic number field
, i.e.,
![]() | (3.1.1) |
It has its inner product
,
![]() |
and the corresponding
-norm 
![]() |
Remark that, for any
this vector
is expressed by
![]() |
where
is a finite or an infinite (limit of finite) sum(s) under
-topology.
Let
be the Hilbert space where a fixed von Neumann algebra
acts, and let
be the
-Hilbert space (3.1.1). Then one has the tensor product Hilbert space
,
![]() | (3.1.2) |
for 
Understand now the
-algebra
of
as a semigroup equipped with its binary operation, the set-intersection
i.e.,
![]() |
Each element
of
is acting on
by
![]() | (3.1.3) |
for all 
i.e., there exists a well-defined semigroup-action
of the semigroup
such that
![]() | (3.1.4) |
acting on
, by (3.1.3).
This action
of the semigroup
acting on
, is called the characteristic(-functional) action. By the very definition (3.1.4) of
, we denote the images
of
simply by
, for all 
With help of the action
of (3.1.4), one can construct a semigroup-action
of
acting on the fixed von Neumann algebra
as follows
![]() | (3.1.5) |
where
is the tensor product Hilbert space (3.1.2). Indeed, one can understand
as
on
and m as
on
Then the image
of (3.1.5) is regarded as a process sending
![]() | (3.16) |
for
for all 
Theorem 3.1. Let
be in the sense of (3.1.5). Then the triple
forms a well-defined semigroup
-dynamical system in 
Proof. It suffices to show that
is indeed a well-defined semigroup action of
acting on
. By the definition (3.1.5), satisfying (3.1.6), one has that
![]() |
since
in 
![]() |
for all
for all
i.e.,
![]() |
for all 
Therefore, the morphism
is a well-defined semigroup-action of
acting on
in 
The above theorem shows that there is a well-defined semigroup
-dynamical system
in 
Definition 3.1. The semigroup
-dynamical system
is called the p-adic
-dynamical system in 
Let
be the p-adic
-dynamical system in
Then one can construct the corresponding crossed product
-algebra,
![]() | (3.1.7) |
by the
-subalgebra of
generated by
and
satisfying the
-relation:
![]() |
for all
for al
and
![]() |
i.e., the
-relation is
![]() | (3.1.8) |
and
![]() |
for all
and for all 
Definition 3.2. The crossed product
-algebra
of (3.1.7), with the
-relation (3.1.8), is called the p-adic dynamical
-algebra induced by the p-adic
-dynamical system
.
Now, let
be the von Neumann algebra
,
![]() | (3.1.9) |
which is the
-algebra acting on
. i.e., all elements of
are understood as the multiplication operators on
, i.e., if
is an arbitrary element of
of (3.1.9), then it is acting on
by
![]() |
where
is the multiplication operator on
,
![]() |
As usual, we denote multiplication operators
of
simply by 
Note that all elements
of
are expressed by the finite or infinite (limits of finite) sums
![]() |
under
-topology.
Let's define the tensor product
-algebra
of a given von Neumann algebra
, and the von Neumann algebra
, where
means the tensor product of von Neumann algebras.
Define now a
-subalgebra
by the conditional tensor product
-algebra of
and
.
![]() | (3.1.10) |
generated by
satisfying the
-relation:
![]() | (3.1.11) |
and
![]() | (3.1.12) |
for all
and
under linearity and product topology.
Then we obtain the following isomorphism theorem.
Theorem 3.2. Let
be the p-adic dynamical
-algebra (3.1.7) induced by the p-adic
-dynamical system
and let
be the conditional tensor product
-algebra (3.1.10) of
and
, satisfying (3.1.11). Then
![]() | (3.1.12) |
where “
” means “being *-isomorphic.”
Proof. Let
be the conditional tensor product
-algebra (3.1.10), satisfying the
-relation (3.1.11), and let
be the p-adic dynamical
-algebra (3.1.7) induced by the p-adic dynamical system
satisfying the
-relation (3.1.8). Define a morphism
![]() |
by the linear transformation satisfying
![]() | (3.1.13) |
for all
for all
and 
By the very definition (3.1.13) of the linear morphism
, one can verify it is bounded and injective. Moreover, for any generating elements
of
we can always find the elements
in
So, under topology, the morphism
is surjective, too. i.e.,
is a bijective bounded linear transformation.
Observe that
![]() |
by (3.1.11)
![]() |
by (3.1.8)
![]() |
for all
and 
And hence, for any
one has
![]() |
Therefore, this bijective linear transformation
is multiplicative, equivalently, it is a bounded algebra-isomorphism.
Also, it satisfies that
![]() |
by (3.1.11)
![]() |
in
, for all
for
and 
And hence, for any 
![]() |
Thus, the bounded algebra-isomorphism
is a *-isomorphism.
So, two von Neumann algebras
and
are *-isomorphic from each other since there exists a *-isomorphism
of (3.1.13).
By the structure theorem (3.1.12), one can understand the conditional tensor product
-algebra
![]() |
and the p-adic dynamical
-algebra
![]() |
as the same von Neumann algebra. In the rest of this paper, we use
and
alternatively, and we call these identified von Neumann algebras, a p-adic dynamical
-algebra.

In this section, we fix the p-adic dynamical
-algebra
![]() |
induced by a p-dynamical
-dynamical system
which is also understood as the conditional tensor product
-algebra
![]() |
where
is the
-von Neumann algebra 
As we assumed at the beginning of Section 9, let
be a fixed unital trace on
i.e., the pair
forms a unital tracial
-probability space. Define now a linear functional
on the
-Neumann algebra
by
![]() | (3.2.1) |
So, for any
the linear functional
of (3.2.1) satisfies that
![]() | (3.2.2) |
for some
for all
![]() |
by (2.2.8).
Since the morphism
of (3.2.1) is a well-defined linear functional, the pair
is a
-probability space.
Remark 3.1. Check the similarity-but-difference between our (pure-algebraic) *-probability spaces
, and the
-probability spaces
.
By (3.2.2), one obtains that
![]() |
for all 
Define now a bounded linear transformation from our p-adic dynamical
-algebra
to the
-von Neumann algebra 
![]() |
by
![]() | (3.2.3) |
Proposition 3.3. The linear morphisms
of (3.2.3) are conditional expectations from
onto
for all 
Proof. Since
by (3.1.12), the linear transformation
is bounded by the very definition (3.2.3).
![]() | (3.2.4) |
in 
Now, let
![]() |
and
![]() |
Then
![]() |
where
mean the iterated Cartesian product
(k-times), for all
for all sets 
![]() |
i.e.,
![]() | (3.2.5) |
for all
and 
Also,
satisfies that, for any
(as above),
![]() |
by (3.1.8) or (3.1.11)
![]() |
i.e.,
![]() | (3.2.6) |
Therefore, this surjective bounded linear transformation
of (3.2.3) is a conditional expectation from
onto
, by (3.2.4), (3.2.5) and (3.2.6).
So, the pair
of our p-adic dynamical
-algebra
, and the conditional expectation
of (3.2.3) forms an amalgamated
-valued
-probability space with amalgamation over
(e.g., [12]).
Remember that the von Neumann algebra
forms a well-determined
-probability space
, where
is in the sense of (3.2.1). One can define a linear functional
on
by
![]() | (3.2.9) |
where
is the conditional expectation (3.2.3) from
onto
, and
is the linear functional (3.2.1) on
, for 
Clearly, by the linearity of
and that of
, the morphism
of (3.2.9) is a well-defined linear functional on
inducing a corresponding
-probability space 
Definition 3.3. The
-probability spaces
of a p-adic dynamical
-algebra
and the linear functional
of (3.2.9) is called the p-adic dynamical
-probability spaces.

Let
and let
![]() |
be a p-adic dynamical
-algebra, and let
be the linear functional (3.2.9) on
, where
is the linear functional (3.2.1) on
, and
is the conditional expectation (3.2.3). Let
be the corresponding p-adic dynamical
-probability space.
In this section, we study free-distributional data on
in terms of
by computing free moments, and free cumulants of arbitrarily fixed free random variables of
In particular, we concentrate on studying free distributions of generating elements
of
, for
and 
Lemma 3.4. Let
for
and
Then there exist
such that
![]() | (3.3.1) |
and
![]() |
Proof. The proof of (3.3.1) is done by straightforward computations by the definition (3.2.9) of
Indeed,
![]() |
by (2.2.8).
From now on, for convenience, we will use the following notations;
Notation Denote
simply by
in
for all
and 
Now, observe that, if
for
for
then
![]() | (3.3.2) |
by (3.3.1), where
![]() |
where
are in the sense of (2.2.8).
Proposition 3.5. Let
and
for
for
Then
![]() | (3.3.3) |
where
![]() |
where
are in the sense of (2.2.8).
Proof. The free-moment formula (3.3.3) is proven by (3.3.2), under the
-relation (3.1.8) on 
The above joint free-moment formula (3.3.3) provides the free-distributional data of generating elements
of our p-adic dynamical
-probability space 
Based on (3.3.3), one can obtain that, for any
![]() |
for
for 
![]() |
by the Möbius inversion of [12]
![]() | (3.3.4) |
by (3.3.2) and (3.3.3), where
is the free cumulant with respect to
(e.g., [12]).
Now, let
be free random variables in
with
and
for
and let
be the n-tuples in
, for
Then
![]() | (3.3.5) |
with
![]() |
where
![]() |
by (3.3.4).
In particular, by (3.3.5), we obtain the following freeness condition on the p-adic dynamical
-algebra 
Theorem 3.6. Let
be free random variables in the p-adic dynamical
-probability space
, with
and
, for
. If
![]() | (3.3.6) |
![]() | (3.3.7) |
and if
and
are free in
then
and
are free in 
Proof. Let
be a “mixed” n-tuple in
, for
Then
![]() | (3.3.8) |
with
![]() |
for all
for all
where
![]() |
by (3.3.5).
Under the conditions (3.3.6) and (3.3.7), one has that
![]() |
for all
for all 
So, the formula (3.3.8) satisfies that
![]() |
where
is the free cumulant in terms of
on the
-probability space
.
![]() |
by the assumption that
and
are free in
.
Indeed, since all mixed free cumulants of
and
vanish, under conditions (3.3.6) and (3.3.7), all mixed free cumulants of
and
vanish, equivalently,
and
are free on
The above theorem shows that, under the assumptions (3.3.6) and (3.3.7), the freeness on
implies the freeness on 
4. Certain p-Adic Dynamical Subalgebras of 
Let p be a fixed prime in
and let
be a unital tracial
-probability space. And let
![]() |
be a p-adic dynamical
-algebra, inducing the p-adic dynamical
-probability space 
In this section, we are interested in certain sub-structures of the p-adic dynamical
-algebra
Define a
-subalgebra
of
by the
-algebra generated by
![]() |
i.e.,
![]() | (4.1) |
Since
are the mutually-orthogonal projections in
, satisfying
![]() | (4.2) |
and
![]() |
it is not difficult to obtain the following structure theorem of the
-subalgebra
of
.
Proposition 4.1. Let
be the
-subalgebra (4.1) of
. Then
![]() | (4.3) |
in
, where “
” means the direct product of
-algebras.
Proof. The structure theorem (4.3) is obtained by the relation (4.2) of the generators
of
.
Let
be the
-subalgebra (4.1) of
. Then one can construct the
-subalgebra
of our p-adic dynamical
-algebra
by
![]() | (4.4) |
where
is the conditional tensor product under the
-relation.
Since
the
-algebra
of (4.4) is understood as the
-subalgebra of
too.
Theorem 4.2. Let
be the
-subalgebra (4.4) of our p-adic dynamical
-algebra
Then
![]() | (4.5) |
Proof. Observe that
![]() |
where
is in the sense of (4.1) in 
![]() |
by (4.3)
![]() |
By (4.5), one can understand the
-subalgebra
is a certain diagonal-like subalgebra of 
Definition 4.1. Let
and let
be the p-adic dynamical
-algebra induced by the p-adic
-dynamical system
and let
be the
-subalgebra (4.4) of
This
-algebra
is called the p(-adic)-dynamical diagonal
-subalgebra of 
Recall that
has its well-defined linear functional
of (3.2.9). So, one can naturally restrict this linear functional on
. For convenience, we denote such a restricted linear functional again by
Thus, a
-probability space
is well-determined.
Definition 4.2. Let
be the p-dynamical diagonal
-subalgebra of a p-adic dynamical
-algebra
for a prime
Then the corresponding
-probability space
is said to be the p-dynamical diagonal
-probability space.
Let
be a p-dynamical diagonal
-probability space, and let
![]() | (4.6) |
for all 
Let
be in the sense of (4.6). Then, for any 
![]() | (4.7) |
by the
-relation on 
Therefore, one can get the following free-distributional data of free random variables
of (4.6), for all 
Proposition 4.3. Let
be a free random variable in a p-dynamical diagonal
-probability space
for
Then
![]() | (4.8) |
for all
Moreover, if
for
then
![]() | (4.9) |
with
![]() |
Proof. The free-moment formula (4.8) is obtained by (4.7) and (3.3.3). So, it suffices to prove the joint free-moment formula (4.9).
Let
and
Then
![]() |
by the
-relation on 
![]() |
i.e.,
![]() | (4.10) |
in 
Therefore, by (4.10), one has
![]() |
Therefore, the joint free-moment formula (4.9) holds.
The above free-moment formulas (4.8) and (4.9) characterize the free-moment of operators
in the sense of (4.6) in a p-dynamical diagonal
-probability space
So, we obtain the following generalized free-distributional data.
Theorem 4.4. Let
be a free random variable in a p-dynamical diagonal
-probability space
where
are in the sense of (4.6), for
for all
for
Then
![]() | (4.11) |
for all
for all 
Proof. Let
be given as above in
Then, for any
for
one can get that
![]() |
since
for all
or by (4.5)
![]() |
and hence, we obtain that
![]() |
Therefore, the free-moment formula (4.11) holds.
The above joint free-moment formula (4.11) characterizes the free-distributional data of elements of a p-dynamical diagonal
-probability space
under linearity.
Recall that the Euler totient function
is an arithmetic function,
![]() |
defined by
![]() | (4.12) |
for all 
It is well-known that if _ is the Euler totient function (4.12), then
![]() | (4.13) |
where
means “
divides
,” or “
is a divisor of
.”
For instance,
![]() | (4.14) |
by (4.12) and (4.13), for all 
Now, observe that, if
is in the sense of (4.6), and if
![]() |
then
![]() |
by (4.9) and (4.11)
![]() | (4.15) |
for all
Similar to (4.15), one can get that
![]() |
for all
by (4.8).
Motivated by (4.15) and (4.15)’, we define a new linear functional
on
by
![]() | (4.16) |
Then the pair
is a well-determined
-probability space, where
is in the sense of (4.16).
Definition 4.3. The
-probability space
of a p-dynamical diagonal
-algebra
, and the linear functional
of (4.16) is called the p-dynamical
-probability space of 
By the very construction, our p-dynamical
-probability space
has the following free-distributional information.
Theorem 4.5. Let
be a free random variable in a p-dynamical
-probability space
, where
are in the sense of (4.6) for
for all
for
and
is in the sense of (4.16). Then
![]() | (4.17) |
for all
for all 
Proof. Let
be given as above in the p-dynamical
-probability space
. Then, for any
for
one can get that
![]() |
since
, for all
or by (4.5)
![]() |
and hence, we obtain that
![]() |
Therefore, the free-moment formula (4.17) holds.
By the above free-moment formula (4.17), we obtain the following corollary.
Corollary 4.6. Let
be in the sense of (4.6) in the p-dynamical
-probability
Then
![]() | (4.18) |
and
![]() |
for all
for all 
Proof. The proof of (4.18) is done by (4.17). Also, the free-moment formulas of (4.18) can be proven by (4.15) and (4.15)’; under the definition (4.16).
5. Free Product W*-Probability Spaces of 
For a prime
one can have a corresponding p-dynamical diagonal
-algebra
from a
-dynamical system
![]() |
where
is a fixed unital tracial
-probability space. By defining a linear functional
on
one obtains the p-dynamical
-probability space
![]() |
For a fixed
-probability space
assume we have family
of
-probability spaces
for all
i.e., in the similar manner with Section 3, suppose we have
-probability spaces
![]() | (5.1) |
where
are in the sense of (3.1.5) for every prime
in 
Let
be the family (5.1) of prime-dynamical
-probability spaces
's. Now, we consider the free product
-probability space
,
![]() |
i.e.,
![]() | (5.2) |
Definition 5.1. The free product
-probability space
of (5.2) is called the Adelic-dynamical
-probability space over
.
By the very definition (5.2) of the Adelic-dynamical
-probability space
over
, we obtain the following structure theorem.
Theorem 5.1. Let
be our Adelic-dynamical
-probability space over
. Then
is
-isomorphic to the conditional tensor product
-algebra,
![]() | (5.3) |
where
are the
-subalgebras (4.1) of
for all
and
![]() |
satisfying that
![]() |
Proof. Let S be the Adelic-dynamical
-probability space (5.2) over a fixed
- probability space
Then, by the very construction (5.2), one obtains that
![]() |
in terms of the linear functional
where
satisfying,
![]() |
for all 
By the structure theorem (5.3), we understand the free product
-algebra
and its
-isomorphic
-algebra,
![]() | (5.4) |
as the same
-algebra.
Notation and Assumption For convenience, we denote the conditional-tensor factor, which is a free product
-algebra,
![]() | (5.5) |
i.e.,
![]() |
where
is in the sense of (5.4), and
is in the sense of (5.5).
By the structure theorem (5.3) of the Adelic-dynamical
-probability space
over
, we understand
and
as the same
-algebras, and denote them by
.
Let
be the Adelic-dynamical
-probability space over
, and let
![]() | (5.6) |
where
![]() |
with
for 
We are interested in the cases where a free random variable T of (5.6) is a free reduced word in
, equivalently, we are interested in the case where the prime-sequence
![]() |
from T of (5.6) is alternating (See (5.6)’, and Section 2.4).
By Section 2.4, for a fixed free reduced word T of (5.6), we have
![]() | (5.7) |
for all
meanwhile,
![]() |
as a free “non-reduced” word in
. Remark that only if
in
then the above free non-reduced word
of
forms a free reduced word in
.
Here, we are interested in the free-distributional data
of the free reduced word
of (5.6) in the Adelic-dynamical
-probability space
over
.
Theorem 5.2. Let
be a free reduced word (5.6) in the Adelicdynamical
-probability space
over a fixed
-probability space
, where
![]() |
for
for
Then there exist
such that
![]() | (5.8) |
and
![]() |
for all 
Note that the quantity
is free from the choice of the powers
of
, for all 
Proof. Let T be a free reduced word of
in the sense of (5.6). Then, by (5.7), one obtains that
![]() |
for all
So,
![]() |
by (4.17) and (4.18)
![]() |
for all 
The above free-moment formula (5.8) shows that, under certain rational-scalar-multiples, the free-distributional data of
are determined by the free-distributional data on a fixed
-probability space
, where
is free reduced word in the sense of (5.6) whose factors satisfy (5.6)’.
Now, let
![]() | (5.9) |
with
![]() |
for
for 
Suppose S of (5.9) is a free sum in
. Equivalently, assume that the primes
![]() |
from the operator S of (5.9), satisfying (5.9)’, are mutually-distinct from each other in
Since the primes
are mutually-distinct from each other, all summands
of
are contained in the mutually-distinct free blocks
of (5.9)’, for all
and hence, they are free from each other in
.
Now, recall that
![]() | (5.10) |
for all
by Section 2.4. Meanwhile,
![]() |
where the summands
![]() |
are free non-reduced words in
, for all
![]() |
for all
(See Section 2.4.)
We are interested in the free-distributional data of
for a free sum
of (5.9) in
.
Theorem 5.3. Let
be a free sum (5.9) in the Adelic-dynamical
-probability space
, satisfying (5.9)’. Then
![]() | (5.11) |
for all 
Proof. By (5.10), if S of (5.9) is a free word in
, then one has that
![]() |
in
, for all
Thus,
![]() |
for all 
6. Adelic-Dynamical W*-Probability Spaces over Group W*-Probability Spaces
In this section, let's apply the main results of Sections 4 and 5 to certain special cases. In particular, we are interested in the cases where fixed unital tracial
-probability spaces
are induced by countable discrete groups. In the following, all groups
are automatically assumed to be countable discrete groups.
Let
be a group. Then one can construct the corresponding group Hilbert space,
![]() | (6.1) |
equipped with its orthonormal basis
,
![]() |
satisfying
![]() |
where
means the
-inner product of the
-space
of (6.1).
Then the group
acts on
via an action
, satisfying that
![]() | (6.2) |
For convenience, we denote
by
, for all
Then these images of the action
satisfy
![]() | (6.3) |
and
![]() |
where
mean the inverses of 
So, one can realize that
![]() | (6.4) |
for all
by (6.2) and (6.3), where
is the group-identity of
, and hence
is the identity operator
on the Hilbert space
of (6.1).
The above relation (6.4) guarantees that
are unitary operators on
, satisfying
![]() |
where
mean the inverses of
on
.
So, we call the action
of
acting on
, the left-regular unitary representation. Also, the Hilbert-space representation
of a group
is also called the left-regular unitary representation of
.
Define now a
-subalgebra
of the operator algebra
by
![]() | (6.5) |
where
mean the
-topology closures of subsets
of
.
We call the
-subalgebra
of (6.5), the group
-algebra of
(in
). By the very definition (6.5) of
if
, then
![]() |
where
means a finite, or an infinite (limits of finite) sum(s under
-topology).
Thus, on the group
-algebra, we define the canonical trace
by
![]() | (6.6) |
So, one can understand the canonical tracial values mean the coefficients of the
-terms of elements of 
Remark that
![]() |
and hence, the linear functional
of (6.6) is a unital trace.
Definition 6.1. Let
be the group
-algebra (6.5) of
in
and let
be the canonical trace (6.6) on
. Then the unital tracial
-probability space
is said to be the group
-probability space of
.
Let
be a given group, and let
be the corresponding group
-probability space of
. Then, by our general cases in Sections 3, 4 and 5, one can construct the
-dynamical systems
![]() |
and the corresponding crossed product
-algebras
![]() |
for all 
Thus, one obtains the p-dynamical diagonal subalgebras
![]() |
where
are the p-adic diagonal
-subalgebra of
for all 
So, as in Section 5, we have the system
![]() | (6.7) |
of
-probability spaces
's.
From the family
of (6.7), we can have the corresponding Adelic-dynamical
-probability space
,
![]() | (6.8) |
i.e.,
![]() |
Let
be a generating element of the Adelic-dynamical
-probability space
, for
and
where
are in the sense of (6.2). Then one obtains that
![]() |
i.e.,
![]() | (6.9) |
by (4.17) and (5.8), for all
and
for all
where
is the group-identity of
.
Thus, one can obtain the following generalized result of (6.9).
Theorem 6.1. Let
be free random variables of the Adelic-dynamical
-probability space
of (6.8), for a fixed group
, for
for
for
Assume that
![]() | (6.10) |
Let
be the N-tuple in primes obtained from (6.10). If this N-tuple is an alternating sequence, equivalently, if
![]() |
and if
![]() |
for all
then we have that
![]() | (6.11) |
for all 
Proof. By (6.10), we have
![]() |
in the Adelic-dynamical
-probability space
of a group
, for
Assume that the prime-sequence
is an alternating N-tuple in
and suppose
![]() | (6.12) |
for all 
By the alternating property of
the operator
![]() | (6.13) |
forms a free reduced word in
, satisfying that
![]() | (6.14) |
for all 
Thus, by (6.14), one can get that
![]() |
by (6.14)
![]() |
by (6.12)
![]() |
Remark here that the existence of
for
in the assumption (6.12), is guaranteed by the very definition of the semigroup-action
of the semigroup
and the structure theorem (5.3), which can be re-expressed by (5.4). i.e.,
![]() |
as a
-homomorphic image, and hence, there does exist
![]() |
such that
Therefore, the condition (6.12) in the above theorem is meaningful.
Let
be a free reduced word in
in the sense of (6.13) above. Notice the difference between
and
, as we discussed in Section 2.4, i.e.,
![]() |
meanwhile,
![]() |
as a “non-reduced” word, for all
Thus, one can verify that
![]() |
whenever
in 
By the free-moment formula (6.11), one obtains the following corollary.
Corollary 6.2. Let
in the Adelic-dynamical
-probability space
of a group
, for
and
If
in
for some
then
![]() | (6.15) |
for all 
Note that, in the above corollary case, one has
![]() |
and hence, we automatically obtain that
![]() | (6.16) |
by (6.15), for all 
Indeed, the formula (6.16) holds, because
is chosen in a single free block
of
.
However, one may take
![]() |
for
for
where
![]() |
Then, even though
are identical to
, the free reduced word
![]() |
satisfy that
![]() | (6.17) |
by (6.11).
Corollary 6.3. Let
in
, for all
for
for a fixed
and
and let
in
. If the corresponding prime-sequence satisfies
![]() |
then
![]() | (6.18) |
Proof. The proof of (6.18) is done by (6.11) and (6.17).
Now, let's concentrate on free blocks
![]() |
of our Adelic-dynamical
-probability space
of a group
.
Definition 6.2. Let
be a free block of the Adelic-dynamical
-probability space
of a group
, for a fixed
We say that this fixed free block
is
-independent in
if
![]() | (6.19) |
for all
for all 
By the very definition (6.19), one can realize that if a free block
of the Adelic-dynamical
-probability space
of a group
is
-independent, then the semigroup-action
not only induces a
-isomorphism from
to
for all
but also forms the identity morphism from
to
for all
Therefore, one can characterize the
-independence (6.19) of a free block
of
as follows.
Theorem 6.4. Let
be a free block of the Adelic-dynamical
-probability space
of a group
, for a fixed
Then
is
-independent in the sense of (6.19), if and only if
![]() | (6.20) |
in
.
Proof.
By the discussions in the very above paragraphs, if a free block
is
-independent, then
![]() |
Conversely, if a free block
of
is
-isomorphic to
, then the semigroup-action
of the sub-semigroup
generated by
of the semigroup
satisfies (6.19). i.e., for all
the action
forms the identity
-isomorphism from
![]() |
Therefore, the above
-isomorphic relation holds, then
is
-independent in the Adelic-dynamical
-probability space
.
Then above characterization (6.20) shows that a free block
of
is
-independent, if and only if
![]() |
equivalently, the conditionality on tensor product can be ignored.
Theorem 6.5. Let
be the Adelic-dynamical
-probability space of a group
, and let
be some free blocks of
, for
for
Let
![]() |
where
and
If
are
-independent in the sense of (6.19), for all
in
, and if
![]() |
then we obtain
![]() | (6.21) |
for all 
Proof. By the assumption that the prime-sequence
is an alternating sequence in
the operator
is a free reduced word in
, satisfying that
![]() |
So, for any
one has that
![]() |
However, by the
-independence (6.19) of
, for all
one can refine that
![]() |
for all
by (6.20).
Therefore, we have that
![]() |
for all 
So, by (6.15), (6.16) and (6.21), one can get the following corollary.
Corollary 6.6. Let
in
, for
where
and
Assume that the free block
is
-independent in
. Then
![]() | (6.22) |
for all 
Proof. Let
, where
is
-independent in
. Then
![]() |
for all
because
is contained in a single free block
in
. Thus,
![]() |
as we discussed in (6.16).
By the
-independence (6.19) of
,
![]() |
by (6.20).
So, one obtains that
![]() |
for all 
Therefore, the free-moment formula (6.22) holds.
We finish this section with a special case where a given group
is the free group
with n-generators. Recall that the free group
is a non-abelian group generated by its n-many generators
, with no relators (or relations) on it, i.e.,
![]() |
for all
In particular, we are interested in the cases where
We cannot help emphasizing the importance of free groups not only in algebra, and combinatorics, but also in operator algebra theory (e.g., see [11] and [14]).
In the rest of this section, let
be the free group with n-generators
, for
and
![]() |
the p-adic dynamical
-probability spaces, for all
and let
![]() |
be the corresponding Adelic-dynamical
-probability space.
We concentrate on the generating operators
![]() | (6.23) |
for all
for all 
Lemma 6.7. Let
be in the sense of (6.23) in the Adelic-dynamical
-probability space
of the given free group
, for
for
If
is
-independent in
, then
![]() | (6.24) |
Proof. By (6.21), or (6.22), one can get that
![]() |
under the
-independence (6.19) of
in
, for all
where
means the group-identity of
.
By the very construction of the free group
, if
is a generator of
, then
and hence,
for all
Therefore, the vanishing free-moment formula (6.24) holds.
More generally, one can get the following result.
Lemma 6.8. Let
be in the sense of (6.23) in
, for
for
for all
for
Suppose the free blocks
are
-independent in
, for all
Let
![]() |
If
![]() |
then we have
![]() | (6.25) |
Proof. By assumption, the operator T is a free reduced word in
. So,
![]() |
by (6.24), under the
-independence, for all 
Observe that:
Lemma 6.9. Let
be in the sense of (6.23) in the Adelicdynamical
-probability space
of the given free group
, for
Assume that the free block
is
-independent in
. Let W be an operator of
,which is either
![]() |
for some
Then
![]() | (6.26) |
for all 
Proof. Let
in a fixed free block
of the Adelic-dynamical
-probability space
, for
Then the adjoint
is also contained in
, and hence,
![]() |
for all
Thus, for any 
![]() |
for all
Observe that
![]() |
in
inside
, for all
by the
-independence of
in
. Similarly, we have
![]() |
i.e., one obtains that
![]() | (6.27) |
By (6.27), let's concentrate on
For any 
![]() | (6.28) |
and similarly,
![]() |
by (6.27), under the
-independence of
in
.
So, by (6.28), we have that if
is either
, or
for some
then
![]() |
by (6.27).
Thus, if either
, or
then
![]() |
for all
for all
Therefore, the free-distributional data (6.26) is obtained.
Motivated by (6.26), we obtain the following generalized result.
Proposition 6.10. Let
be in the sense of (6.23) in the Adelic-dynamical
-probability space
of the given free group
, for
and
Assume that the free block
is
-independent in
. Let
![]() |
and let
![]() |
and
![]() |
If
in
then
![]() | (6.29) |
for all 
Proof. As we discussed in the proof of (6.26), if T is given as above, then
![]() |
and hence,
are contained in the same free block
in
, for all
Under the
-independence of
, if
![]() |
then
![]() |
satisfying
![]() |
Therefore, one has that
![]() |
for all 
By the above three lemmas and proposition, we obtain the following free-distributional data on the Adelic-dynamical
-probability space
of the given free group
.
Theorem 6.11. Let
be the Adelic-dynamical
-probability space of a given free group
, for
and let
be in the sense of (6.23) in
, contained in the free block
, for
Assume that this free block
is
-independent in
. Let
![]() |
Also, let
![]() |
and
![]() |
Then we obtain that
![]() | (6.30) |
for all
for all 
Proof. Let
be in the sense of (6.23) in the
-independent free block
of our Adelic-dynamical
-probability space
of the free group
, for
Let
![]() |
and let
![]() |
As we discussed in the proof of (6.26), indeed, the operator
is contained in the free block
of
.
Assume first
say
Then
![]() |
and hence,
![]() |
by (6.24) and (6.25).
Similarly, one can verify that if
then
![]() |
Suppose now that
Then, by (6.29), one obtains that
![]() |
The above free-moment formula (6.30) characterizes the free distributions of individual generating elements
of the Adelic-dynamical
-algebra
of the free group
, for all
for all
whenever a free block
is
-independent in
for 
By the above free-distributional data (6.30), we obtain the following result.
Theorem 6.12. Let
be in the sense of (6.23) in the Adelicdynamical
-probability space
of a free group
, for
, for
for
Suppose the corresponding prime-sequence
![]() |
is an alternating sequence in
and assume that the free blocks
are
-independent in
, for all
Let
![]() |
where
![]() |
for all 
Then we obtain that
![]() | (6.31) |
for all 
Proof. Under hypothesis, the factors
of
are contained in the free blocks
of
, for all
i.e.,
![]() |
By the assumption that
is an alternating sequence in
the operator
is a free reduced word in
, satisfying that
![]() |
Thus, one has that
![]() |
with
![]() |
for all
by (6.30), under the
-independence (6.19) of
in
, for all 
Therefore, we have that
![]() |
for all 
Therefore, the free-moment formula (6.31) holds true.
The above theorem characterizes the free distributions of generating elements
's of
in terms of the joint free-moment formula (6.31).
References
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