1. Introduction
Spherical tensor operators are widely used in the fields of atomic, molecular, and nuclear physics; see, e.g., [
1]. The inner product of these trace-class operators, defined as the double contraction or double-dot product of their matrices, was not considered until half a century later [
2,
3]; only then was its added value seen. The purpose of the present work is to explain and illustrate the theory and applications of the Hilbert–Schmidt inner product in the current context. In this paper, the operator inner product is shown to be a property of operators rather than of their accidental matrix elements; the inner product of two operators remains the same regardless of the bra and ket configurations, except for a simple proportionality factor
p. The derivation of a closed expression for
p, referred to as the ‘parent factor’ hereinafter, is one of the key results of the present work. Vanishing inner products or orthogonality ensure the least correlation between the energy operators, and this increased stability appears to be a powerful tool in reducing the deviations between calculated and experimental energy values in complex spectra
. In addition, the linear algebra of operators can fruitfully be used to project a variety of contributions onto the orthogonal operator set, both algebraically and numerically, using a second key result explained in this work. This procedure supersedes the often-used but incomplete direct proportionality, such as the
factors in hyperfine structures. It was actually in this way that the Blume and Watson theory for the spin–orbit interaction [
4] was generalized and corrected [
5] and other contributions than
excitations to the Trees operator were found.
In what follows, operators are all factorized as a product of a spin–angular operator (lower case) and a radial factor (upper case): . In the orthogonal operator method, the model space is spanned by a set of orthogonal operators with inner products , where the angular operators form an orthogonal set and the radial factors are treated as parameters.
Operators may be expressed as double tensors with ranks
in separate spin and orbital spaces [
6]. Only if the two double tensors in an inner product are diagonal in all tensor ranks can they form a scalar number. There are three energy subspaces of operators that are orthogonal by their tensorial character:
electrostatic,
spin–orbit, and
spin–spin. Operators acting on different electrons belong to different orthogonal subspaces as well.
The layout of this article is as follows. In
Section 2, some relevant linear algebra and group theoretical results are reviewed in the present context of inner products of spherical tensor operators. The formulae are later necessary for the elaboration of the projection method in
Section 4. In
Section 3, an expression for the parent factor
p is developed. This parent factor is the proportionality factor of the inner product in any arbitrary configuration and the inner product in the (most elementary) parent configuration. The formula and its complete derivation are given here for the first time. The parent factor
p not only applies to intra-configuration but also to inter-configuration inner products. This original result is elaborated in
Section 3.1. Combined with the closed formulae for the parent inner products, this provides an important check for the matrices of arbitrary configuration interaction operators. For completeness, closed formulae for the inner products of spin–orbit fine structure operators are given in
Section 3.2. In
Section 4, it is shown how radial parameters can be calculated with a projection method using inner products. The
dependence of the projections is a newly derived result following directly from a ratio of parent factors. The method is shortly exemplified in
Section 4.1 and
Section 4.2 by means of an
ab initio calculation of an electrostatic and a magnetic higher-order parameter in the
configurations coming from the existing literature.
2. An Operator Hilbert Space
The inner product of two operators
u and
v is defined as
Equating
to zero defines a set of orthogonal operators to be used in a least-squares fit (LSF) procedure. However, the use of the concept of the operator inner product does not stop there. The resulting linear algebra allows the definition of an operator projection, and this opens up new possibilities that can fruitfully be exploited in
ab initio calculations.
Let the operator space be spanned by a set of orthogonal operators
with
, where the spin–angular operators form an orthogonal set
, and the radial factors
are treated as parameters. Any arbitrary operator
, written as a product of a spin–angular operator
v and a radial factor
V, can now be expressed in terms of the complete basis set of orthogonal operators:
By the reverse, the contribution of
U to a particular parameter
is given by
Applications of Equation (
3) and its dependence on the number of electrons
N are further elaborated upon in
Section 4.
In addition, the projection of any physical operator
on a finite (and possibly incomplete) basis
is complete if and only if the magnitude of the angular operator equals the sum of the magnitudes of its projections:
Equation (
4) can be used to find the percentages by which a given operator is represented in subsets of a particular type, such as the first, second, or third order, or of a particular
n-particle character.
Alternatively, any ‘new’ operator
t describing effects that are not yet completely covered by the original orthogonal operator set will naturally not be completely represented by
. It may, however, be orthogonalized straightforwardly:
A group-theoretical proof of the conserved orthogonality as a function of
N was given by [
7]. Consider the two operators
and
that belong to different irreducible representations
and
of a group
. If the collection of states
forms a basis for a representation (not necessarily irreducible) of the group
, then the equation
follows from the fact that
does not contain the identity representation
of
. Any two operators of differing symmetries
and
(i.e., for which
does not contain the identity representation) are automatically orthogonal. As a result, once operators are orthogonal in their parent configuration, i.e., the shell(s) where they first make their appearance, then they automatically remain orthogonal in all other configurations. Notably, Brian Judd used this property to construct orthogonal operators based on Lie groups such as U
, Sp
, SO
, and
[
8].
3. The Parent Factor: -Dependence and the -Particle Character
Denoting the zero-particle unit operator as
, the trace Tr
of an operator
H will be
in the notation of inner products. In particular,
is the number of states in the
configuration, the general case given by
Let be an particle operator in the shell; n refers to the number of electrons that operates on and N is the number of electrons in the shell involved, so is the parent shell and .
Its contribution to the average energy equals the trace divided by the number of states in the shell:
From the useful identity
it follows immediately for any pure
n-particle operator in
that
Given that , one may conclude that the unit matrix , i.e., the angular part of , is a zero-particle operator. The trace of an arbitrary operator yields its average energy contribution. Expressed in double tensors , one finds that only electrostatic operators may have a trace. From the above, it also directly follows that the condition for ’no shift’ of any electrostatic operator H implies Tr .
Next, consider two intra-configuration energy operators
and
, with
particle characters in the
shell of
and
, respectively. The inner product
is the trace of the operator product
:
The superscript
in the above refers to the shell
in which the inner product is taken. Inner products are properties of the operators, not just of their matrix elements in a particular configuration. Therefore, the inner product of two operators in any configuration is closely related to the inner product in their parent configuration, i.e., the configuration where they first appear together:
The coefficients
and
only depend on
N,
, and
and are independent of the operators in question. In practice,
is hardly important, as electrostatic operators other than the average energy are usually defined to be traceless. Ref. [
9] defined his operators
and
(associated with the Slater integrals
and
) as early as 1960 to be traceless by extracting the average energy contributions
and, thus, orthogonalized them to the average energy operator
avant la lettre; however, they still remain non-orthogonal to one another. The application of Equation (
5) gives
To find an explicit expression for
, consider two intra-configuration energy operators
and
, with
particle characters in the
shell of
and
, respectively. Assume that
for the sake of the discussion. For the operator product
to exist in the
shell, it follows that
. To understand what happens to the
particle character of a product
, let us consider the product of a two- and three-particle operator schematically in a second quantization:
. To obtain pure
particle operators, all of the creation operators have to be moved to the left. However, when a creation and an annihilation operator of the same shell are interchanged, Equation (
14) applies:
This gives a branching into an
n-particle and an
-particle operator, as the second term has one
pair less. In the above example, one finds a three-, four-, and five-particle operator. The
particle character of
, therefore, ranges from
to
. A series of pure
particle operators now emerges; multiplied with the required Pauli phase and statistical weighting factors, one finds the following with the use of Equation (
10):
where
and
are the
particle characters of the operators
and
in the shell characterized by orbital angular momentum
l. The summation over
n can be carried out explicitly with the following mathematical formula, to be proved with Zeilberger’s algorithm after a transformation to hypergeometric functions [
10]:
Equation (
16), valid for
and
, is also given by [
11] in Equations (A1.1) and (A1.2). With the substitutions
, and
, Equation (
16) gives
The expression for the coefficient
introduced in Equation (
12) and the parent factor
thus becomes:
The coefficient
is of no importance when dealing with orthogonal or configuration interaction operators, as all of them are traceless except the
operator. For the sake of completeness, the expression is given as follows:
The
N-dependence of the magnitude
of an intra-configuration operator
H constitutes a special case with
:
Equation (
20) allows the prediction of the inner products of traceless intra-configuration operators in any configuration without the need to calculate the matrix elements explicitly.
This special case
is also given by [
8], derived from group-theoretical arguments.
One can verify that
is invariant under conjugation, as it should indicate that
An operator may have different
particle characters in different shells; for example, the three-particle operator
in
configurations has
in the d shell and
in the s shell. In such cases, the total factor
p is simply found as the product of the
’s for each individual shell. The result for
is then
. Given that
, this yields
.
Given the N-dependence of the inner products, the full matrix of inner products for any particular configuration can now be predicted in advance and, thus, serves as a rather strict check on the operator calculation.
3.1. The Parent Factor of Inter-Configuration Operators
Equation (
18) applies to operators
H between different configurations as well. Such inter-configuration operators are intrinsically traceless, so only the parent factor
is needed to find the
N-dependence of
.
Here, the shell occupations of bra and ket states are different, and so are, potentially, the particle characters and of H in the relevant bra- and ket-shells; note that the bra–ket symmetry (Hermiticity) is retained, as .
For passive spectator shells , , and an additional factor appears.
In the vast majority of cases, H concerns the Coulomb interaction C.
Even with complex bra and ket configurations, the inner products of the operators associated with any of the and integrals turn out to be directly proportional to those of the underlying two-particle (parent) interaction.
The integer proportionality coefficient (hereinafter referred to as parent factor p) is equal for any combination of tensor ranks k and and, like the inner products themselves, independent of the coupling scheme. The occurring inner products may, therefore, be predicted prior to the actual calculation of the matrix elements and can serve as a strict check on the results of the computer program used. The parent factors p of the Coulomb interactions and and some other Coulomb inter-configuration operators are exemplified below.
For
, e.g., one obtains
(bra) and
(ket), yielding
Equation (
18) holds irrespective of possible Brillouin corrections coming from the off-diagonal potential.
A more general example is the following:
Similarly, for the Coulomb interaction
, one obtains
, yielding
A concrete example yielding
is the following:
The parent inner products occurring at the upper right-hand side can be calculated not only numerically but also algebraically using straightforward Racah algebra. Recall that the results will be the same for any coupling scheme.
The spin–angular part of the Coulomb interaction can be written as
. The parent inner products of the operators
and
, associated with the direct and exchange
-integrals, respectively, become the following for non-equivalent electrons:
When both bra and ket contain equivalent electrons,
and
, one finds
Finally, if either bra or ket contains equivalent electrons,
, this yields
In the above, the role of the Pauli exclusion principle for equivalent electrons is readily recognized as similar to the role of the exchange for non-equivalent electrons.
3.2. Fine Structure
The most important fine structure operator is the spin–orbit coupling
, where
is the spin–angular operator
, and the spin–orbit coupling constant
is the corresponding radial parameter. To find its relativistic form, we consider the
term of the nuclear attraction after a
recoupling:
and calculate the reduced matrix element of the operator
:
where
and
are the large and small radial components of the wavefunction
. After simplifying the 9j-symbol, the final result becomes
Only
j-dependent terms in the integral will survive summation over
j.
In the Pauli limit, this means that only contributes.
After integration by parts, the well-known non-relativistic limit appears, which is now derived without any explicit reference to magnetic effects:
Inner products can be deployed to calculate additional single- and two-particle contributions to the basic expression (27) of
. Taking the
N-dependence of the inner product into account, we obtain in a configuration
the following explicit expressions for the inner products:
5. Summary and Discussion
It may be helpful to summarize below some basic properties of inner products in the present context:
Commutative: .
Distributive: .
Multiplicative: .
Positive definite: .
If and , .
Diagonal in tensor ranks: . As the only way to form a scalar number, this condition is obvious.
For energy operators , it implies that electrostatic operators (), spin–orbit operators () and spin–spin operators () belong to disjoint orthogonal subspaces.
If u and v are operators with n-particle ranks and in shell l, the explicit N-dependence of is given by the parent factor .
is independent of the coupling scheme used.
The last proposition may require some further explanation. The most frequently used coupling schemes in atomic theory are
,
,
, and
coupling. Physical states are a linear combination of the pure basis states in a particular coupling scheme. A recoupling matrix, i.e., a transition matrix
between coupling schemes
a and
b, is, in fact, a rotation matrix between two bases with the property
. Therefore, the fourfold interposition of
R,
,
, and
in Equation (
1) just yields a twofold
and no change.
Inner products of spherical tensor operators prove to be a useful extra tool in the description of complex atoms. They allow the construction of orthogonal operator sets, which have the advantage of being more complete and stable in a fitting procedure. The dependence on the number
N of electrons in arbitrary configurations is contained in a simple parent factor
p. Therefore, the inner products are already known prior to the actual matrix calculation and may serve as an almost (except for overall phase factors) sufficient check of the results, including configuration interaction operators. Another application of inner products is the possibility to calculate radial parameters by projection; this calculation can be done either algebraically or numerically. The ’translation’ of traditional Slater–Condon parameters from Cowan’s program suite to orthogonal parameters can be used as a starting point. In addition,
ab initio parameter calculations of whatever origin (relativistic variational or perturbative) are made possible by a basic projection using inner products. This is concretely illustrated by an electrostatic and a magnetic example. These results are clearly somewhat older, and it is hoped that the newly derived tools from Equations (
18) and (
31), key results of this work, will breathe new life into the field of atomic structure calculations.