Metamorphism as a covariant transform
for the SSR group
Abstract.
Metamorphism is a recently introduced integral transform, which is useful in solving partial differential equations. Basic properties of metamorphism can be verified by direct calculations. In this paper we present metamorphism as a sort of covariant transform and derive its most important features in this way. Our main result is a characterisation of metamorphism’s image space. Reading this paper does not require advanced knowledge of group representations or theory of covariant transform.
Key words and phrases:
metamorphism, covariant transform, integral transform.2010 Mathematics Subject Classification:
Primary 35A22; Secondary 20C35, 22E70, 35C15.1. Introduction
Metamorphism is the integral transform defined by [Kisil21c, Kisil21b]:
(1) |
Particular values of encompass many important integral transforms of , for example:
-
•
is the Fourier transform.
-
•
is the Gauss–Weierstrass(–Hille) transform [Zemanian67a].
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•
is the Fock–Segal–Bargmann (FSB) transform [Folland89]*§ 1.6.
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is the Fourier–Bros–Iagolnitzer (FBI) transform [Folland89]*§ 3.3.
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was used in [AlmalkiKisil18a, AlmalkiKisil19a] to treat the Schrödinger equation.
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is a sort of wavelet transform for the affine group [AliAntGaz14a]*Ch. 12.
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•
a variant of quadratic Fourier (or Fresnel–Fourier [Osipov92a], or integral Gauss [Neretin11a], or linear canonical [HealyKutayOzaktasSheridan16], etc.) transform.
However, the metamorphism is more than just a formal recombination of classical transforms. For example, it can be used as a sort of transmutation [KravchenkoSitnik20a, ShishkinaSitnik20a] to reduce the order of a differential equations [Kisil21c]: e.g. a second order differential equation can be transformed to a first order admitting a straightforward solution and transparent geometrical structure [AlmalkiKisil18a, AlmalkiKisil19a].
Basic properties of the metamorphism can be verified by direct calculations—the path which was intentionally chosen to reduce the amount of prerequisites in the introductory paper [Kisil21c]. Yet, a genuine origin of metamorphism is a covariant transform related to the Schrödinger–Jacobi group [Folland89, Berndt07a] as was already presented in the Jupyter notebooks [Kisil21b] with respective symbolic computations.
This paper systematically utilises the group theory and covariant transform technique to reinstall the metamorphism transform from a scratch. Furthermore, some sister integral transforms are appearing as well. The paper can be seen as a readable narrative to a Jupyter notebook [Kisil21b], which will be frequently referred here to replace some boring calculations. Our main result is a characterisation of the metamorphism image space in Thm. 5.5.
We made this paper as accessible as possible. Its reading does not require an advanced knowledge of group representations and the theory of covariant transform. We provide most of required information with further references to more detailed presentations if needed.
In Sect. 2 we introduce several groups: the Heisenberg, , affine, Schrödinger, and finally our main object—the group SSR. Essential relations between those groups are presented as well. We describe some (not all) induced representations of the group SSR in Sect. 3. The corresponding covariant transform and its properties are described in Sect. 4. Finally, we connect a selection of a fiducial vector with the properties of the image space of covariant transform in Sect. 5. In particular, the metamorphism is defined as the covariant transform with a remarkable fiducial vector—the Gaussian. Covariant transforms with some other mentioned fiducial vectors are still awaiting their investigation.
2. Heisenberg, , affine, Schrödinger and SSR groups
We start from a brief account of groups involved in the consideration. An element of the one-dimensional Heisenberg group [Folland89, Kisil10a, Kisil19b] will be denoted by . The group law on is defined as follows:
where
(2) |
is the symplectic form [Arnold91]*§41 on . The identity element in is , and the inverse of is .
There is an alternative form of called the polarised Heisenberg group with the group law \citelist[Folland89]*§1.2 [AlameerKisil21a]
and the group isomorphism given by
The special linear group is the group of matrices with real entries and the unit determinant [Lang85, Kisil12a]. The group law on coincides with the matrix multiplication. A matrix acts on vectors in by a symplectomorphism, i.e. an automorphisms of the symplectic form (2):
Therefore, the transformation
is an automorphism of [Folland89]*§1.2. The corresponding polarised automorphism is
where .
Upper-triangular matrices in with positive diagonal entries form a subgroup . We parameterise it by pairs with and as follows:
(3) |
The subgroup is isomorphic to the affine group of the real line also known as the group [Kisil12d].
For a group acting by automorphism on another group we can define their semi-direct product. The model case is the affine group itself, where dilations act as automorphisms of shifts. Formally, let and be two groups and assume , where is an automorphism of corresponding to . The semi-direct product of by denoted by is the Cartesian product of with the group law
(4) |
where .
The semidirect product of the Heisenberg group and is called Schrödinger group , which is the group of symmetries of the Schrödinger equation [Niederer72a, KalninsMiller74a] and parabolic equations [Wolf76a] with applications in optics [ATorre08a, ATorre10a]. In the context of number theory it is also known as the Jacobi group [Berndt07a].
Our main object here is the group , which is the semi-direct product of the Heisenberg group and the affine group (3) acting by symplectic automorphism of . Thus, is a subgroup of the Schrödinger group. It can be also called shear-squeeze-rotation (SSR) group [Kisil21b] by three types of transformations of Gaussian coherent states. A subgroup of without squeeze (i.e. in (3)) is called the shear group and it was used in a similar context in [AlmalkiKisil18a, AlmalkiKisil19a]. This nilpotent step 3 group is also known as the Engel group [Chatzakou22a].
Let where and . Explicitly the group law (4) on is [Kisil21b]
There is a convenient matrix realisation of [Kisil21b]
The corresponding solvable Lie algebra has a basis , with the following non-vanishing commutators:
(5) |
Clearly, the group is non-commutative.
3. Induced representations the group
In this section we construct several induced representations of the group , which are required for our study. First, we recall the general scheme of induced representations. For simplicity, only inductions from characters of subgroups are considered and it is sufficient for our present purposes. For further details and applications of induced representations see [AliAntGaz14a, Folland16a, Mensky76, Mackey70a, Kisil09e].
3.1. Induced representation from a subgroup character
Let be a group and be a subgroup of . The space of the left cosets of the subgroup is given by the equivalence relation: if there exists such that . We define the natural projection such that .
Let us fix a section such that , where is the identity map on . An associated map by
(6) |
provides the unique decomposition of the form [Kirillov76]*§13.2
Thus, is a left homogeneous space with the action as follows:
(7) |
where is the multiplication of and is the action of on from the left.
Suppose be a character of the subgroup . Let be a Hilbert space of functions on with a -invariant inner product and the -covariance property [Kisil17a],
(8) |
The space is invariant under the left regular representation by -shifts
(9) |
The restriction of to the space is called the induced representation from the character .
An equivalent form of the induced representation can be constructed as follows [Kirillov76, Kisil17a]. We define a lifting as the map
(10) |
The pulling given by
(11) |
Clearly on . From (10), (11), the induced representation is defined by the formula:
where is the left regular representation (9). The representation explicitly is
(12) |
where and and is defined by (7). For a -invariant measure on the representation (12) is unitary on the space
3.2. Derived representations
In this subsection is a Lie group with the corresponding Lie algebra . Let be a representation of in a Hilbert space , the derived representation of denoted as is given by
(13) |
where the vector is such that the vector-function is infinitely-differentiable for any . These vectors are called smooth and constitute a linear subspace, denoted , of which is dense in . It is easy to show that is invariant under [Lang85]*§6.1. If is then the space contains the Schwartz space, which is a dense subspace of .
Also, we define the Lie derivative for as the derived right regular representation [Lang85]*§6.1, that is
(14) |
for any differentiable function on .
3.3. Left regular representation of group
The left and right invariant Haar measures of the group are given by
Thus, the group is non-unimodular with the modular function .
We extend the action (9) of on itself by left shifts to the left regular unitary representation on the linear space of functions :
(15) |
where , .
This representation is reducible, i.e. there are -invariant proper subspaces in . In particular, many types of induced representations of are realised as restrictions of the left regular representations (15) to some subspaces with a covariance property (8). We describe here two of them—called the quasi-regular type representation and the Schrödinger type representation—together with equivalent forms on the respective homogeneous spaces.
3.4. Quasi-regular representation of the group
Let
be the centre of the group . The space of left cosets can be parametrised by
Consider the natural projection and the section maps
(16) |
We calculate the respective map (6) as follows
Let be an unitary character of :
defined by a parameter . In quantum mechanical framework is naturally associated to the Planck constant [Folland89, Kisil02e, Kisil09e, Kisil17a]. The corresponding induced representation is [Kisil21b]
(17) |
It is called the quasi-regular type representation on . One can check that is unitary and we will discuss its reducibility below.
3.5. Schrödinger type representation of the group
Let
be a subgroup of , which is a semidirect product of a maximal abelian subgroup of and the affine group . The space of the left cosets is parameterized by . We define the natural projection and a section map by
The respective map (6) is
Let be a character
where , . For simplicity, we will consider here the case of only. The induced representation on is [Kisil21b]
(18) |
Remark 3.1.
The structure of this representation can be illuminated through its restrictions to the following subgroups:
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The affine group , i.e. the substitution . The restriction is the co-adjoint representation of the affine group \citelist[Folland16a]*§6.7.1 [Kisil12d]:
Through the Fourier transform it is unitary equivalent to the quasi-regular representation of the affine group, which is the keystone of the wavelet theory and numerous results in complex and harmonic analysis [Kisil12d].
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The Heisenberg group, that is and . The restriction is the celebrated Schrödinger representation [Folland89, Kisil17a]:
which plays the crucial rôle in quantum theory.
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The third subgroup is the Gabor group with . The representation is
It is involved in Gabor analysis and Fourier–Bros–Iagolnitzer (FBI) transform [Folland89]*§3.3.
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Finally, the shear group corresponding to . The restriction is
It was employed in [AlmalkiKisil18a, AlmalkiKisil19a] to reduce certain quantum Hamiltonians to first-order differential operators.
In view of the mentioned connections, we call representation (18) as Schrödinger type representation. It is irreducible since its restriction to the Heisenberg group coincides with the irreducible Schrödinger representation [Folland89, Kisil17a].
4. Covariant transform
The covariant transform plays a significant rôle in various fields of mathematics and its applications [Perelomov86, Berezin86, AliAntGaz14a, Folland89, Kisil11c, Kisil17a, Kisil12d]. We present here some fundamental properties of the covariant transform which have implications for the metamorphism transform.
4.1. Induced covariant transform
Let be a group and let be a unitary irreducible representation of the group in a Hilbert space . For a fixed unit vector , called here a fiducial vector (aka vacuum vector, ground state, mother wavelet, etc.), the covariant transform is \citelist[AliAntGaz14a]*§8.1 [Berezin86] [Perelomov86]
(20) |
Here is a certain linear space of functions on usually linked to some additional conditions. The common focus is on —the square integrable functions with respect to a Haar measure , for this we need a square-integrable representation and an admissible fiducial vector [AliAntGaz14a, Ch. 8]. However, many topics in analysis prompt to study other situations, e.g. related to Hardy-type invariant functionals [Kisil12d, Kisil13a], Gelfand triples [FeichtingerGrochenig88a], Banach spaces [Kisil98a], etc.
The main property of (20) is that intertwines the representation on and the left regular action (9) on :
(21) |
A representation is square-integrable if for some , the map is unitary for a left Haar measure on . Some representations are not square-integrable, but can still be treated by the following modification of covariant transform by Perelomov [Perelomov86]. Let be a closed subgroup of the group and the corresponding homogeneous space is . Let for some character of a fiducial vector is a joint eigenvector
(22) |
Then, the respective covariant transform satisfies the covariant property, cf. (8):
Thus, the image space of belongs to the induced representation by the character of the subgroup . This prompts to adopt the covariant transform to the space of function on the homogeneous space . To this end, let us fix a section and a fiducial vector satisfying (22). The induced covariant transform from the Hilbert space to a space of functions is
Then, the induced covariant transform intertwines and —an induced representation from the character of the subgroup , cf. (21):
(23) |
In particular, the image space of the induced covariant transform is invariant under . Induced covariant transforms for the Heisenberg group [Kisil09e] and the affine group [Kisil12d] are the most familiar examples.
4.2. Induced covariant transform of the group
On the same way as above, we can calculate the induced covariant transform of . Consider the subgroup of , which is . For the Schrödinger type representation (18), any function satisfies the eigenvector condition with the character , cf. (22). Thus, the respective homogeneous space is and we take the above section (16). Then, the induced covariant transform is
(24) |
From (23), intertwines the Schrödinger type representation (18) with quasi-regular (17).
The last integral in (24) is a composition of five unitary operators applied to a function in the space :
-
(1)
The unitary operator based on the dilation
-
(2)
The change of variables
-
(3)
The operator of multiplication by an unimodular function ,
-
(4)
The partial Fourier transform in the second variable
-
(5)
The multiplication by the unimodular function .
Thus, we can write as
(25) |
and obtain
Proposition 4.1.
For a fixed and , the map is a unitary operator from onto .
Also, the induced covariant transform preserves the Schwartz space, that is, if then . This is because the is invariant under the all five above components of in (25).
Note, that the induced covariant transform (24) does not define a square-integrable function on . To discuss unitarity we need to introduce a suitable inner product. In general we can start from a probability measure on , that is . Then we define the inner product
(26) |
for . The factor in the measure makes it dimensionless, see discussion of this in [Kisil02e, AlmalkiKisil18a]. Important particular cases of probability measures parametrised by are
(27) |
where is the Dirac delta. The respective inner products becomes:
(28) |
From now on we consider as a Hilbert space with the inner product (26) or specifically (28). The respective norms are denoted by and .
Using the above inner product, we can derive from Proposition 4.1 the following orthogonality relation:
Corollary 4.2.
Corollary 4.3.
Let have a unite norm. Then, the induced covariant transform is an isometry from to and its inverse is given by the adjoint operator—contravariant transform:
(29) |
where . In particular:
(30) |
Proof.
A reader may note that (30) with is essentially the inverse Fock–Segal–Bargmann transform.
5. Image spaces of the covariant transforms
Clearly, not every function on is a covariant transform (24) of a function from . In this section we discuss the image space of the covariant transform.
5.1. Right shifts and covariant transform
Let be the right regular representation of the group , which acts on the functions defined in the group as follows:
In contrast to the intertwining property of the covariant transform for the left regular representation (21), the right shift satisfies the relation
That is, the covariant transform intertwines the right shift with the action of on the fiducial vector . Therefore, we obtain the following result, which plays an important rôle in exploring the nature of the image space of the covariant transform.
Corollary 5.1.
[Kisil10c] Let be a Lie group with a Lie algebra and be a representation of in a Hilbert space . Let a fiducial vector be a null-solution, , for the operator , where are the derived representation of some and are constants. Then, for any the wavelet transform satisfies
Here are the left invariant fields (Lie derivatives) (14) on corresponding to .
Illustrative examples are the classical spaces of analytical functions: the Fock–Segal–Bargmann space and the Hardy space, see [Kisil11c, Kisil13c] for details.
Remark 5.2.
It is straightforward to extend the result of Cor. 5.1 from a linear combination of elements in the Lie algebra to an arbitrary polynomial from the enveloping algebra of or even to more general functions/distributions, cf. [Kisil11c]*Cor. 5.8.
5.2. Characterisation of the image space for the group
The above Cor. 5.1 can be used to construct covariant transforms with desired properties through purposely selected fiducial vectors. We are illustrating this for the group . First, we need to compute the Lie derivatives (14) reduced to the representation space of the quasi-regular representation (17), see [Kisil21b]:
(31) | ||||||
One can check that those Lie derivatives make a representation of the Lie algebra of the group [Kisil21b].
Now we are looking for a covariant transform with the image space annihilated by a generic linear combination of Lie derivatives (31). To this end the fiducial vector shall be a null solution of the following differential operator composed from the derived Schrödinger type representation (19)
(32) |
where , , , and are arbitrary real coefficients. This equation has two different solutions depending on a value of . If (which requires for non-trivial operator (32)) then a generic solution of (32) is [Kisil21b]
(33) |
where for square integrability of and the constant is determined from the normalisation condition . We have here a sort of Airy beam [BerryBalazs79a], which was employed in [AlmalkiKisil19a] in the context of the share group, i.e. the absence of in (32).
For we find the generic solution in the form [Kisil21b]:
(34) |
Again, for we need and a proper normalising constant .
A detailed study of all arising covariant transforms is still awaiting further work. Here we concentrate on some special aspects which appear in this extended group setting for the most traditional fiducial vector—the Gaussian. First, we note that it steams from both solutions (33) and (34):
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For substitution of , and with into the vacuum (34) again produces
(36) i.e. is also annihilated by the affine group part of .
Let us introduce the covariant transform (24) with the fiducial vector (35)–(36):
(37) |
That is we obtained a representation of the metamorphism (1) as a covariant transform: . Now the notation can be explained as the double covariant transform for the Heisenberg and the affine groups simultaneously. The image space of the metamorphism is a subspace of square-integrable functions on , see (26).
Remark 5.3.
Another feature of the Gaussian as a fiducial vector is that an extension of the group to the full Schrödinger group does not add a value. Indeed, the Iwasawa decomposition \citelist[Lang85]*§III.1 [Kisil12a]*§1.1 represents as the product of the affine subgroup and the compact subgroup . Yet, the Gaussian is invariant under the action of the phase-space rotations produced by . Thus, we get the same set of coherent states from the actions of the group and the Schrödinger group.
From the annihilation property (35) by the derived representation and Cor. 5.1 we conclude that for any . Using (31) we find [Kisil21b]:
(38) |
The operator is called the first Cauchy–Riemann type operator. Similarly from (35) we conclude that for the second Cauchy–Riemann type operator [Kisil21b]:
(39) |
It is convenient to view operators and as the Cauchy–Riemann operators for the following complexified variables:
(40) |
Remark 5.4.
As was pointed out in [Kisil13c], the analyticity conditions (38) and (39) are consequences of minimal uncertainty properties of the fiducial vector. The first condition (38) follows from the celebrated Heisenberg–Kennard uncertainty relation [Folland89, Kisil13c]
for the coordinate and momentum observables in the Schrödinger representation (19). The second condition (39) is due to the similar minimal joint uncertainty of the Gaussian state for the Euler operator and the quadratic potential .
Besides the two operators and which are based on the special properties (35)–(36) of the Gaussian we can note a couple of polynomial identities in the Schrödinger type representation of the Lie algebra . Indeed, using (19) one can check:
(41) |
These relations express the affine subalgebra generators and through the Heisenberg ones and . That is related to so-called quadratic algebra concept [Gazeau09a]*§2.2.4. Because operators in (41) annihilate any function, including the fiducial vector of the metamorphism, Rem. 5.2 implies that the image space is annihilated by by the second-order differential operators [Kisil21b]:
(42) | ||||
and | ||||
(43) |
The identities and are called the first and second structural conditions. Their presence is a notable difference between covariant transforms on the group and the Heisenberg group.
Of course, the list of annihilators is not exhausting and the above conditions are not independent. If for a function satisfying both the Cauchy–Riemann-type operators (38)–(39) then the function has to be in the kernel of (43) as well, see [Kisil21b].
It was shown [Kisil21c] that a generic solution of two differential operators (38)–(39) is:
(44) |
where is a holomorphic function of two complex variables and (40). Additionally, the structural condition (42) applied to (44) produces a parabolic equation for :
(45) |
which is equivalent through a change of variables [PolyaninNazaikinskii16a]*3.8.3.4:
to the free particle Schrödinger equation. The above discussion allows us to characterise the image space of the metamorphism:
Theorem 5.5.
Proof.
The necessity of both conditions was discussed above. For sufficiency, let a function is annihilated by , and . If for all then the initial value problem for the parabolic equation (45) implies on .
Now, based on the square-integrability of we use contravariant transform expression (30) to construct a function . Then is annihilated by operators , , and for all . Thus (as explained above) and therefore on . ∎
Acknowledgments
Authors are grateful to Prof. Alexey Bolsinov for useful comments and
suggestions on this work. Suggestions of anonymous referees helped to improve the presentation.
Funding and Conflicts of interests/Competing interests.
The first named author was sponsored by the Albaha University
(SA).
The authors have no relevant financial or non-financial interests to disclose.