A note on dual modules and the transpose
Thomas Madsen, Alan Roche, C. Ryan Vinroot

TL;DR
This paper revisits classical matrix algebra results and extends them using module theory to relate transpose and dual representations, applying these ideas to general linear groups over division algebras.
Contribution
It provides a module-theoretic proof of matrix conjugation to transpose and generalizes the result to central simple algebras with involution, extending representation duality results.
Findings
Matrix conjugation to transpose can be proved via module theory.
The method extends to central simple algebras with involution.
Application to GL_n(D) over quaternion division algebra.
Abstract
It is a classical result in matrix algebra that any square matrix over a field can be conjugated to its transpose by a symmetric matrix. For a non-Archimedean local field, Tupan used this to give an elementary proof that transpose inverse takes each irreducible smooth representation of to its dual. We re-prove the matrix result and related observations using module-theoretic arguments. In addition, we write down a generalization that applies to central simple algebras with an involution of the first kind. We use this generalization to extend Tupan's method of argument to for a quaternion division algebra over .
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A note on dual modules and the transpose
Thomas Madsen
Dept. of Mathematics and Statistics, Youngstown State University, Youngstown, OH 44555.
,
Alan Roche
Dept. of Mathematics, University of Oklahoma, Norman, OK 73019-3103.
and
C. Ryan Vinroot
Dept. of Mathematics, College of William and Mary, P.O. Box 8795, Williamsburg, VA 23187-8795.
Abstract.
It is a classical result in matrix algebra that any square matrix over a field can be conjugated to its transpose by a symmetric matrix. For a non-Archimedean local field, Tupan used this to give an elementary proof that transpose inverse takes each irreducible smooth repesentation of to its dual. We re-prove the matrix result and related observations using module-theoretic arguments. In addition, we write down a generalization that applies to central simple algebras with an involution of the first kind. We use this generalization to extend Tupan’s method of argument to for a quaternion division algebra over .
2010 Mathematics Subject Classification. 16W10, 22E50, 15A24.
Vinroot was supported in part by a grant from the Simons Foundation, Award #280496
Introduction
Let be a field and let be a square matrix over . Writing for transpose, it is well known that there is an invertible matrix over such that and (see, for example, [2, 2.6] or [8]).
Our first object is to extend this classical matrix statement. We do so by replacing the pair by where is a central simple algebra over and is an involution on of the first kind. By definition, the map is -linear, reverses multiplication and satisfies for all . For an algebraic closure of , we have for . The extended map is then an involution of the first kind on . For any , we write for the inner automorphism of given by conjugation by . By a standard argument, any isomorphism takes to a composition where for . The sign is independent of the choice of and the choice of isomorphism . Accordingly, we write . Our extension of the classical matrix result is as follows:
[TABLE]
Suppose now that is a non-Archimedean local field. Tupan used the classical matrix result and some -adic topology to give an elementary proof that transpose inverse takes each irreducible smooth representation of to its dual. This was first established by Gelfand and Kazhdan by a geometric method [1]. Raghuram extended Gelfand-Kazhdan’s method to the group where is a quaternion division algebra over [5]. Using , it is a simple matter to extend Tupan’s arguments to . We record the details in §2 below.
In the final section of the paper, we re-prove the classical matrix statement and related observations from [8]. In place of matrix computations, we use some standard facts about finitely generated torsion modules over PIDs. While we certainly do not match the brevity or efficiency of the arguments in [8], there may be some merit in recording our conceptual approach.
1. Conjugacy and Involutions
Let be a field and let be a central simple -algebra. Thus the -algebra admits no proper nonzero two-sided ideals and has center . For us also, always has finite dimension as a vector space over . Let be an involution on . That is,
- a)
is -linear, 2. b)
for all , 3. c)
, the identity map on .
In the literature, such maps are called involutions of the first kind in contrast to involutions of the second kind which satisfy only b) and c). Since we make no use here of involutions of the second kind, we use the term ‘involution’ from now on in place of the more cumbersome ‘involution of the first kind.’
Attached to is a sign as discussed in the next two subsections. In the final subsection, we prove the conjugacy statement from the introduction.
Remark*.*
There is a natural dichotomy – orthogonal versus symplectic – for involutions as above (see [3, 2.1] and the surrounding discussion). For , we have (resp. ) if is orthogonal (resp. symplectic). In the case , the dichotomy is irrelevant to our purposes.
1.1. The Split Case
We look first at the case of a matrix algebra . As above, we write for the transpose of any . For any involution on , the composition is an -algebra automorphism of . As such automorphisms are inner, there is a which is unique up to multiplication by an element of such that
[TABLE]
Equivalently,
[TABLE]
Using , it follows that
[TABLE]
and so is a scalar matrix. That is,
[TABLE]
Taking the transpose of each side, we obtain . Thus , so the matrix is symmetric or skew-symmetric. We put .
The sign can be expressed in terms of the eigenspaces of on . We write and for the and eigenspaces of (resp.), so that if . Using (1.1.1), one checks readily that
[TABLE]
For , it follows that can be characterized by
[TABLE]
The formula still holds when in the sense that the -subspace of -fixed vectors also has dimension in this case.
1.2.
We return to the general setting. Thus is a central simple -algebra and is an involution on .
As in the introduction, we write for an algebraic closure of and set . Then is a central simple -algebra and hence where . The map extends to an involution on and so there is a sign as in §1.1. More pedantically, we set
[TABLE]
for any -algebra isomorphism . By definition,
[TABLE]
Again, we write and for the and eigenspaces (resp.) of and use a parallel notation for . The maps
[TABLE]
are then isomorphisms of -vector spaces. In particular, . It follows that formula (1.1.2) also holds in this setting and characterizes the sign . (Again we just use the first line () when .)
1.3.
We can now state and prove our conjugacy result.
Theorem**.**
Let be a field and let be a central simple -algebra with involution . We set . For any , there is a such that
[TABLE]
Proof.
We look first at the split case . By [2, page 76], there is an such that
[TABLE]
With as in (1.1.1), we have
[TABLE]
Moreover,
[TABLE]
This establishes the result in the split case.
Suppose now that is non-split. In particular, the field must be infinite. We use the notation introduced in §1.2. Thus for . We fix . Since the result holds in the split case, there is a such that
[TABLE]
Write for the set of in such that
[TABLE]
Then is an -subspace of and consists of all such that
[TABLE]
Note that contains the invertible element of (1.3.1). To complete the proof, we show that contains an invertible element. We do so by borrowing an argument from Raghuram (see the proof of [5, Lemma 3.1]) and Tupan (see the proof of [9, Lemma 2]).
We write and for the reduced norm maps on and (resp.). We have
[TABLE]
Let be a basis of and consider the polynomial such that
[TABLE]
for . Given , it follows from (1.3.2) that
[TABLE]
By (1.3.1), contains the invertible element , so that . In particular, is not the zero polynomial. As is infinite, it follows that there exist such that . That is,
[TABLE]
Thus is invertible and we have completed the proof. ∎
2. An Application
Let be a non-Archimedean local field and let be a quaternion division algebra over . We write for the canonical conjugation on . It is the unique symplectic involution on ([3, 2.21]). In particular, . Given , we set and (so that has entry .) The resulting map defines an involution on . We have (by a direct calculation or by [3, 2.20]). Finally, we define an involutary automorphism of by .
For an irreducible smooth (complex) representation of , we write for the smooth dual or contragredient of . It is well known that for any such . In the terminology of [7, 6], is a dualizing involution. This was proved by Muić and Savin in the case [4] using character theory and by Raghuram in all characteristics [5]. Raghuram’s proof is an adaptation of a geometric method used by Gelfand and Kazhdan to show that is a dualizing involution on [1]. As noted in the introduction, Tupan found a completely elementary proof of Gelfand-Kazhdan’s result using a) the classical observation that a square matrix over a field is conjugate to its transpose via a symmetric matrix and b) some -adic topology [9]. Our object in this section is to show that Tupan’s method carries over to the group using Theorem 1.3 in place of a).
2.1.
It is convenient to use the axiomatic version of Tupan’s method from [6]. Thus let be the group of -points of a reductive algebraic group over and write for the Lie algebra of . Let be an involutary anti-isomorphism on (induced by a corresponding map on the underlying algebraic group). We also write for the induced map on . As usual, for , we write for the automorphism of given by conjugation by and for the induced map on .
Let denote the valuation ring of and fix a uniformizer in . Consider the following hypotheses.
- (1)
There is an -lattice and a map for a certain subset of such that the following hold.
- (a)
and . 2. (b)
and for all and . 3. (c)
and . 4. (d)
For each , the restriction is a homeomorphism onto a compact open subgroup of . In particular, the family consists of compact open subgroups and forms a neighborhood basis of the identity in . 2. (2)
For each , there is a with such that .
Let . Subject to these hypotheses, [6, Theorem 2.2] shows that the resulting map is a dualizing involution.
2.2.
We apply the framework of §2.1 to . We have and for and . We write for the reduced norm map and for the the unique maximal -order in .
Suppose first that . We take and define by . We set . With , it is then immediate that (a)-(d) of (1) hold. Hypothesis (2) holds by Theorem 1.3. Thus , defines a dualizing involution.
Suppose now that . Choose any with . For simplicity, we also write for the matrix in . For , we set . Since , the resulting map is an involution. By a direct calculation,
[TABLE]
It follows that . We set
[TABLE]
Note that , so that . Thus
[TABLE]
Similarly,
[TABLE]
By (2.2.1) and (2.2.2), we have . Again we take and define by . Then (a)-(d) of (1) hold. Hypothesis (2) holds once more by Theorem 1.3. Hence defines a dualizing involution of . As and differ by an inner automorphism, it follows that is also a dualizing involution.
3. Revisiting the matrix algebra case
Let be a positive integer and let . We set , viewed as a set of column vectors, and write for the -module structure on given by for and . We wish to prove the following.
Theorem**.**
Given , there is a such that
[TABLE]
Moreover, if is a cyclic module then any that satisfies (1) also satisfies (2). If is non-cyclic then there is a that satisfies (1) but not (2). In other words, every that satisfies (1) also satisfies (2) if and only if the minimal and characteristic polynomials of coincide.
The result is not new – see [8]. Our goal is to provide a conceptual proof that relies principally on standard facts about finitely generated torsion modules over PIDs and makes minimal use of special matrix calculations.
Proof.
The argument is spread over the next several subsections.
3.1. Reduction to Cyclic Case.
There is an such that
[TABLE]
with and each cyclic (). Suppose satisfies
[TABLE]
With
[TABLE]
we then have and
[TABLE]
Rearranging gives
[TABLE]
with .
3.2.
We recall some generalities about -modules that we will apply eventually to .
For any -module , we set . We write for the canonical (evaluation) pairing between and :
[TABLE]
The space is an -module via
[TABLE]
For , let , so that . The resulting map
[TABLE]
is an -module homomorphism. Thus, if has finite dimension over , then (3.2.1) is an isomorphism of -modules.
Suppose now that is a torsion -module that is also finite dimensional as an -vector space. Let denote the set of monic irreducible polynomials in . For , we write for the -primary component of :
[TABLE]
Then
[TABLE]
Moreover, for any , there is a canonical isomorphism
[TABLE]
so that
[TABLE]
which also follows directly from (3.2.2). By the Chinese Remainder Theorem, is cyclic if and only if each of its -primary components is cyclic. Further, for each , is cyclic if and only if is indecomposable. Observe next that is indecomposable if and only if is indecomposable (for any ). Indeed, if splits as a non-trivial direct sum, then the same holds for . For the other direction, note that
[TABLE]
Thus if is a non-trivial direct sum then splits in the same way. It follows that is cyclic if and only if is cyclic.
Write for the annihilator of the -module :
[TABLE]
Note that
[TABLE]
Indeed,
[TABLE]
Thus, for cyclic,
[TABLE]
In general, is a direct sum of cyclic submodules. Since each of these cyclic summands is self-dual, we see again that . Taking , we have an isomorphism of -modules
[TABLE]
Let denote the usual dot product on , that is,
[TABLE]
Then, for any and ,
[TABLE]
In particular,
[TABLE]
Thus, if we set for , then
[TABLE]
is an isomorphism of -modules. Hence
[TABLE]
is an isomorphism of -modules. This means there is a such that
[TABLE]
3.3.
We write for the dual isomorphism to (3.2.4) and set with as in (3.2.1) (for ). Thus is again an isomorphism of -modules. Unwinding the definitions, one checks that it is characterized by the identity
[TABLE]
We wish to show that if is cyclic then any that satisfies (3.2.5) is necessarily symmetric. The crux of our argument is the following.
Lemma**.**
Assume that is cyclic. Then, with notation as above, .
Proof.
Let be a generator of . In (3.3.1), we can write and for suitable . Then
[TABLE]
In the same way,
[TABLE]
Hence
[TABLE]
Thus
[TABLE]
and so as claimed. ∎
The matrix of (3.2.5) satisfies
[TABLE]
or , for . Hence
[TABLE]
Therefore
[TABLE]
Thus, for all ,
[TABLE]
Using (3.3.1), it follows that
[TABLE]
Hence, by Lemma 3.3, whenever is cyclic.
3.4.
Suppose now that is non-cyclic. It remains to show that there is a such that with . By (3.3.2), it suffices to show that with as in (3.2.4).
As is non-cyclic, we can write
[TABLE]
where a) each is a cyclic submodule and b) . For example, as noted above, some -primary component must be non-cyclic, so this component splits as a non-trivial direct sum . As is the unique composition factor of and , condition b) surely holds.
We fix a non-zero -module homomorphism . Dualizing gives a non-zero -module map . Then is a non-zero -module map from to . We also fix -module isomorphisms (for ). Using block matrix notation, we set
[TABLE]
so that is an isomorphism of -modules. We have
[TABLE]
In particular, . This completes the proof. ∎
The reference list from the paper itself. Each links out to its DOI / PubMed record.
- 1[1] I. M. Gelfand and D. A. Kazhdan, Representations of the group G L ( n , K ) 𝐺 𝐿 𝑛 𝐾 GL(n,K) where K 𝐾 K is a local field. Lie groups and their representations (Proc. Summer School, Bolyai János Math. Soc., Budapest, 1971) pp. 95-118. Halsted, New York, 1975.
- 2[2] I. Kaplansky, Linear Algebra and Geometry: a second course. 2nd edition. Chelsea Publishing Company, New York, NY, 1974.
- 3[3] M.-A. Knus, A. Merkurjev, M. Rost, J.-P. Tignol, The Book of Involutions , AMS Colloquium Publications 44 (Amer. Math. Soc., Providence, RI, 1998).
- 4[4] G. Muić and G. Savin, Complementary series for Hermitian quaternionic groups , Canad. Math. Bull. 43 (2000), no. 1, 90–99.
- 5[5] A. Raghuram, On representations of p 𝑝 p -adic GL 2 ( D ) subscript GL 2 𝐷 {\rm GL}_{2}(D) , Pacific J. Math. 206 (2002), no. 2, 451–464.
- 6[6] A. Roche and C. R. Vinroot, Dualizing involutions for classical and similitude groups over local non-Archimedean fields, J. Lie Theory 27 (2017), no. 2, 419-434.
- 7[7] A. Roche and C. R. Vinroot, A factorization result for classical and similitude groups, Canad. Math. Bull. 61 (2018), no. 1, 174-190.
- 8[8] O. Taussky and H. Zassenhaus, On the similarity transformation between a matrix and its transpose, Pacific J. Math. 9 (1959), 893-896.
