The generating functional of correlation functions as a high momentum limit of a Wilson action
H. Sonoda

TL;DR
This paper explores how a Wilson action simplifies to the generating functional of correlation functions at high momenta, extending the understanding of its behavior at fixed points and large momentum limits.
Contribution
It clarifies the relationship between Wilson actions and generating functionals in the high momentum regime at fixed points.
Findings
Wilson action reduces to the generating functional at high momenta
The behavior at fixed points is elaborated
Provides insight into the high momentum limit of Wilson actions
Abstract
It is well known that a Wilson action reduces to the generating functional of connected correlation functions as we take the momentum cutoff to zero. For a fixed point Wilson action, this implies that for momenta large compared with the cutoff, the action reduces to the generating functional. We elaborate on this simple observation.
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The generating functional of correlation functions
as a high momentum limit of a Wilson action
H. Sonoda
Physics Department, Kobe University, Kobe 657-8501, Japan
Abstract
It is well known that a Wilson action reduces to the generating functional of connected correlation functions as we take the momentum cutoff to zero. For a fixed point Wilson action, this implies that for momenta large compared with the cutoff, the action reduces to the generating functional. We elaborate on this simple observation.
pacs:
††preprint: KOBE-TH-17-02
I Introduction
A Wilson action is usually thought of as a functional integral half done: the field with momenta below the ultraviolet (UV) cutoff still needs to be integrated Wilson and Kogut (1974). To obtain full correlation functions from a Wilson action, we have two ways. We can compute the correlation functions by functional integration over the exponentiated Wilson action. Thanks to the UV momentum cutoff incorporated into the action, this functional integration is well defined. Alternatively, we can lower the momentum cutoff all the way to zero, where the Wilson action becomes the generating functional of the connected correlation functions. The two ways are equivalent, and neither is easy.
The exception is given by scale invariant theories. In the dimensionless convention of the renormalization group (RG), where the momentum cutoff stays fixed, the scale invariant theories correspond to fixed points under the RG transformation. Given a fixed point Wilson action (getting it is actually the hard part), we can switch to the dimensionful convention, where the momentum cutoff decreases under the RG flow. The Wilson action now depends on , but the dependence is given by simple scaling. It is trivial to take to zero, obtaining the correlation functions. Transcribing the vanishing cutoff limit into the dimensionless convention, the correlation functions appear as a high momentum limit of the Wilson action because any finite momentum in units of the vanishing cutoff becomes large.
Considering how simple the idea is, the reader may find the paper too long or even unnecessary. Our excuse is that the purpose of the paper is to provide a technically robust derivation to justify the idea. We use the formalism of the exact renormalization group (ERG) for generic real scalar theories in -dimensional Euclidean space (Sec. 11 of Wilson and Kogut (1974)).
To reach a wide range of readers including those who have not been much exposed to the ERG formalism, we have provided plenty of background materials. In fact most of what is written here can be considered a review. To derive the main result of the paper, which is Eq. (65), all we have to do is to collect the right background materials and present them in the right order. It is helpful if the reader is familiar with the idea of ERG through the reading of the first third (up to Eq. (19)) of Polchinski (1984).
We organize the paper as follows. In Sec. II we review ERG by following the perturbative treatment of Polchinski (1984). The goal of this section is to introduce the idea of a generating functional with an infrared (IR) cutoff , and to show that it becomes the generating functional of the connected correlation functions in the limit that goes to zero. In Sections III and IV we generalize the ERG formalism just enough for the discussion of fixed points in Sec. V, where we derive the main result (65) that gives the connected correlation functions of a fixed point theory as a high momentum limit of its Wilson action. Sec. V is followed by two short sections: in Sec. VI we check the consistency of (65) with potential conformal invariance, and in Sec. VII we extend (65) to massive theories. We conclude the paper in Sec. VIII. We have prepared three appendices. In Appendix A we show how to derive the diffusion equation satisfied by the generating functional with an IR cutoff, starting from the ERG differential equation of the corresponding Wilson action. In Appendix B we give details of conversion between the dimensionless and dimensionful conventions. In Appendix C we rewrite (65) for the effective action. Throughout the paper we use the shorthand notation such as
[TABLE]
II Review
We review Wilson’s ERG (Sec. 11 of Wilson and Kogut (1974)) following the perturbative treatment by J. Polchinski Polchinski (1984). We rely on perturbation theory for intuition, but the results we review below should be valid beyond perturbation theory.
We consider the action
[TABLE]
where consists of interaction vertices. The free part of the action gives the propagator
[TABLE]
where is a decreasing positive function of such as
[TABLE]
If decays fast enough for large , and if the interaction part is reasonable, the theory defined by is free of UV divergences. We can regard as the UV cutoff of the theory. Thus, we can assume that the correlation functions given by functional integrals
[TABLE]
are well defined. (Note that we use rather than as the weight of integration.)
Now, how do we determine the -dependence of ? The short answer is that we give such -dependence of that compensates the -dependence of the propagator. Let us elaborate on this. When we lower the cutoff infinitesimally from to , the propagator changes by
[TABLE]
The functional integrals using the same interaction part change accordingly. If we wish to keep the same functional integrals, we must change the interaction part to compensate the effect of (6). The required compensation comes in two types: two vertices connected by minus (6) and single vertices with a loop given by minus (6). This results in the differential equation
[TABLE]
Exponentiating , we can rewrite this as
[TABLE]
which is a functional generalization of the diffusion equation.
Hence, as far as the internal propagators go, their cutoff dependence is compensated by the cutoff dependence of . But the external lines still depend on , and the two-point function and the connected part of the higher-point functions acquire the following -dependence:
[TABLE]
where both and correspond to the sums of diagrams with the amputated external lines, and they are independent of the cutoff . ( is proportional to in the absence of symmetry breaking.)
To extract the -independent correlation functions, we must remove the cutoff functions from the external lines. For the connected part of the higher point functions, we can do this simply by factoring out the cutoff functions:
[TABLE]
For the two-point function, we first subtract a high momentum propagator to get
[TABLE]
Then, factoring out the cutoff function, we obtain a -independent two-point function:
[TABLE]
Incorporating the disconnected part, we can express the full correlation functions as
[TABLE]
To show how the exponentiated double differentiation works, we give an example of the four-point function:
[TABLE]
It is commonly taken for granted that only the low momentum correlation functions are kept invariant under the exact renormalization group transformations, but we have shown more than that: via (13) we can recover the entire cutoff independent correlation functions. (This was first pointed out in Sonoda (2007), and has been used extensively for the realization of symmetry in the ERG formalism Igarashi et al. (2010).) Now, introducing a source , and summing (13) over all , we can express the generating functional of the connected correlation functions as
[TABLE]
So far we have regarded as a UV cutoff because the momentum modes with are suppressed in the functional integration over . Let us note, however, that the interaction part results from integrating over the modes with momentum higher than . So, if we regard as a consequence of functional integration, we may call an IR cutoff. Since the propagator of the high momentum modes is
[TABLE]
the generating functional of the connected correlation functions with an IR cutoff is defined by
[TABLE]
where we have added the free part, and substituted
[TABLE]
into the interaction part. ( was first introduced in Morris (1994).) Using the full action, we can rewrite as
[TABLE]
where
[TABLE]
is a positive cutoff function that decays rapidly for . We note
[TABLE]
Now, using instead of in (15), and using instead of as integration variables, we obtain a simpler expression for :
[TABLE]
It is straightforward to obtain the cutoff dependence of . Since is defined by (17), and the -dependence of is given by (7), we obtain
[TABLE]
(See Appendix A for derivation.) This functional diffusion equation can be solved formally: for , we obtain
[TABLE]
Comparing this with (22) and using (21), we obtain
[TABLE]
This is the well known equality referred to at the beginning of the abstract of the paper. Since is directly related to by (19), we can say that Eq. (25) gives the generating functional of the connected correlation functions as the zero cutoff limit of the Wilson action.
III Generalization
In the previous section we have summarized Wilson’s ERG following Polchinski (1984). We have introduced two types of generating functionals: with an IR cutoff and without. In this section we would like to generalize the formalism in two ways. So far, we have introduced only one cutoff function . Another cutoff function is given in terms of by (20). Our first generalization follows Sonoda (2015), and we introduce and as two independent positive cutoff functions. (This is necessary not only for the second generalization, but also if we wish to include the original formulation of Wilson and Kogut (1974) under the same footing.) The second generalization, to be introduced in the next section, follows Igarashi et al. (2016), and we introduce an anomalous dimension to the scalar field.
Using two independent cutoff functions, we define the correlation functions by
[TABLE]
In the previous section we have chosen
[TABLE]
for which (26) reduces to (13). We assume in general that both and decay rapidly for large momenta . This implies
[TABLE]
For (26) to be independent of , the Wilson action must satisfy
[TABLE]
For the choice (27), this reduces to
[TABLE]
which is (7) rewritten for the total action. We do not derive (29) here; we refer the interested reader to Sonoda (2015) for derivation.
Now, we define the generating functional with an IR cutoff in the same way as before by
[TABLE]
For the choice (27), the above reduces to (19) and (20). Using (29), it is straightforward to show that satisfies the same equation as (23):
[TABLE]
(See Appendix A for derivation.) The rest proceeds the same way as in the previous section. The generating functional of the connected correlation functions, defined by
[TABLE]
is given by
[TABLE]
Hence, we obtain the same result as (25):
[TABLE]
where we have used (28).
IV Anomalous dimension
In this section, we introduce an anomalous dimension of the scalar field. A nonvanishing anomalous dimension is required by the nontrivial fixed point to be discussed in the next section. Let be the Wilson action for which
[TABLE]
are independent of . We wish to construct -dependent Wilson actions so that
[TABLE]
Here, is a fixed reference scale chosen arbitrarily. For simplicity, we have chosen the anomalous dimension as a constant independent of . At , the two actions agree:
[TABLE]
Unlike , the correlation functions of are -dependent, but the -dependence is merely a change of normalization of the field. We wish to relate to in the following.
We rewrite (37) as
[TABLE]
Since this is independent of , must satisfy
[TABLE]
(We obtain this from (29) by substituting and into and , respectively.) We define the generating functional with an IR cutoff for , using the same cutoff functions as for :
[TABLE]
where
[TABLE]
Using (40), we can derive the cutoff dependence of as
[TABLE]
(See Appendix A for derivation.) To solve this under the initial condition
[TABLE]
we first rewrite the equation as
[TABLE]
This is solved by
[TABLE]
To relate to , we compare the above solution with
[TABLE]
which is obtained from the first line of (24). We easily obtain
[TABLE]
We could rewrite this as a relation between and , but we do not need it.
We end this section by giving as a limit of . We assume
[TABLE]
so that dominates over as . If we assume further
[TABLE]
which is a little stronger than (28), we obtain from (35) and (48)
[TABLE]
V Fixed points
The differential equation (40) or equivalently (43) does not have a fixed point solution for an obvious reason: the cutoff keeps changing. We need to adopt the dimensionless convention in which we measure all the physical quantities in units of appropriate powers of the cutoff . We give a table of conversion with the dimensionful quantities on the left, and the corresponding dimensionless quantities (with bars except for ) on the right:
[TABLE]
We assume that the dimensionless cutoff functions satisfy
[TABLE]
Hence, if the anomalous dimension satisfies
[TABLE]
we obtain (50).
The correlation functions in the dimensionless convention are related to those in the dimensionful convention by
[TABLE]
Hence, in the dimensionless convention the correlation functions satisfy the following scaling relation
[TABLE]
Note that we are comparing the correlation functions for different sets of momenta at two different Wilson actions which are related by ERG.
It is straightforward to obtain the ERG differential equations for and by rewriting the equations for and . For the rewriting we use
[TABLE]
and the analogous
[TABLE]
We need only the equation for here (see Appendix B for derivation):
[TABLE]
For this to have a fixed point solution, we must choose appropriately. With , we only get the Gaussian fixed point:
[TABLE]
By choosing appropriately, we can obtain a nontrivial fixed point that satisfies
[TABLE]
For the fixed point, the scaling relation (56) relates the correlation functions for the same fixed point Wilson action :
[TABLE]
Now we are ready to derive the main result of this paper. For a general theory, we get
[TABLE]
Unless we know for very large , we cannot use (51) to obtain . At a fixed point, however, does not depend on , and the -dependence of solely comes from the scaling of variables:
[TABLE]
where is a fixed point functional satisfying (61). Substituting (64) into (51), we obtain the main result of this paper
[TABLE]
which gives the connected correlation functions as a high momentum limit of .
In Sec. 1 we have briefly explained why we call (65) a high momentum limit: any momentum in units of gets large as we take . To make this explanation more concrete, expand in powers of :
[TABLE]
We then obtain
[TABLE]
This implies
[TABLE]
Thus, the connected correlation functions are obtained as the high momentum limit of . Especially for , we obtain
[TABLE]
This implies
[TABLE]
VI Conformal invariance
We would like to discuss the invariance properties of and . The fixed point theory has scale invariance, and we expect to have naive scale invariance
[TABLE]
is the generator of scale transformation. This is a direct consequence of (65); the very existence of the limit implies (71).
If the fixed point theory has also conformal invariance, we expect
[TABLE]
is the generator of special conformal transformation. On the other hand, it is known Rosten (2014); Delamotte et al. (2016); Rosten (2016a, b); Sonoda (2017); Rosten (2017) that the conformal invariance of the fixed point theory is realized as
[TABLE]
in terms of the fixed point functional. As a consistency check of (65), we wish to use (65) to derive (72a) from (73).
Substituting
[TABLE]
into (73), and using
[TABLE]
we obtain
[TABLE]
Replacing by , and dividing the whole thing by , we obtain
[TABLE]
Since
[TABLE]
we obtain (72a) in the limit .
VII Extension to massive theories
The main result (65) can be extended to massive theories, but the extension is less interesting for the reason we give at the end of the section.
Let us consider a theory with a mass parameter with mass dimension, say, . In the dimensionful convention, the generating functional of the connected correlation functions is given by
[TABLE]
from (51). Note that is a constant independent of , and we have assumed that the anomalous dimension is independent of . At we recover the fixed point theory considered in the previous section. Let be the scale dimension of the mass parameter in the dimensionless convention. Then the dimensionless mass parameter is related to by
[TABLE]
Since
[TABLE]
we can trade for . Then, satisfies
[TABLE]
Since
[TABLE]
we obtain, from (51),
[TABLE]
where the -dependence of is given by (80). Note that diverges as we take .
For example, consider the simplest example of the massive Gaussian theory, corresponding to . We obtain
[TABLE]
We then find
[TABLE]
The crucial difference of (84) from (65) is that the right-hand side is not the high momentum limit of a fixed : depends on the exponentially large parameter . This is expected. Take a fixed momentum for the left-hand side of (84). The mass scale is of order . Now, for the right-hand side, the corresponding dimensionless momentum is . Since the ratio to the mass scale must be the same
[TABLE]
we reproduce (80)
[TABLE]
To obtain for large , we must solve the ERG equation for a wide range of . We have nothing to gain by switching to the dimensionless convention.
VIII Conclusion
In this paper we have shown that the high momentum limit of a fixed point Wilson action contains the connected correlation functions of the corresponding massless theory. This is given explicitly by (65), where is the generating functional of the connected correlation functions, and is the generating functional with an IR cutoff associated with the fixed point Wilson action . is directly related to by
[TABLE]
where are cutoff functions. In deriving (65), we have used two equivalent conventions for ERG: one with dimensionful cutoff , and the other with a fixed dimensionless cutoff . In the dimensionful convention, the correlation functions are obtained from the Wilson action in the limit of the vanishing cutoff, as given by (35) and (51). On the other hand, in the dimensionless convention, the correlation functions are obtained as the high momentum limit of the Wilson action. We have used both conventions to derive (65).
Recently, in Rosten (2017), a classical limit has been introduced as the limit of an infinite momentum cutoff where the naive scale and conformal invariance may be restored in the Wilson action. We have discussed the opposite limit of the vanishing cutoff in this paper.
Appendix A Derivation of the diffusion equation
We have derived a variant of diffusion equation three times from the corresponding ERG differential equation: (23) from (7), (32) from (29), and (43) from (40). The derivation is essentially the same, and let us show how to derive (43) from (40) here.
Differentiating with respect to while fixing , we obtain
[TABLE]
Since
[TABLE]
we obtain
[TABLE]
Using (40), we obtain
[TABLE]
Using
[TABLE]
and ignoring the -independent terms, we obtain
[TABLE]
which is (43).
Appendix B Conversion between the dimensionful and the dimensionless
conventions
Let us derive the dimensionless diffusion equation (59) from the dimensionful diffusion equation (43), where and are related by (52). Differentiating with respect to , we are fixing :
[TABLE]
Since and are related by (52c), we obtain
[TABLE]
Using (43) and (58), we obtain
[TABLE]
which is (59).
Appendix C Effective action
The effective action is defined as the Legendre transform of the generating functional of connected correlation functions:
[TABLE]
On the other hand, the so called effective average action is defined as the analogous Legendre transform:
[TABLE]
We have omitted the ∗ from and to simplify the expression. We wish to express as the IR limit of by rewriting the main result (65).
Recall Eq. (65) is the IR limit of
[TABLE]
where
[TABLE]
Correcting (58) by the anomalous dimension, we obtain
[TABLE]
Hence, we obtain
[TABLE]
Thus, from (99), we obtain
[TABLE]
Since
[TABLE]
vanishes in the limit as a functional of , we obtain
[TABLE]
This is the desired result.
The reference list from the paper itself. Each links out to its DOI / PubMed record.
- 1Wilson and Kogut (1974) K. G. Wilson and J. B. Kogut, “The Renormalization group and the epsilon expansion,” Phys. Rept. 12 , 75–200 (1974).
- 2Polchinski (1984) J. Polchinski, “Renormalization and Effective Lagrangians,” Nucl. Phys. B 231 , 269–295 (1984) . · doi ↗
- 3Sonoda (2007) H. Sonoda, “On the construction of QED using ERG,” J. Phys. A 40 , 9675–9690 (2007) , ar Xiv:hep-th/0703167 [HEP-TH] . · doi ↗
- 4Igarashi et al. (2010) Y. Igarashi, K. Itoh, and H. Sonoda, “Realization of Symmetry in the ERG Approach to Quantum Field Theory,” Prog. Theor. Phys. Suppl. 181 , 1–166 (2010) , ar Xiv:0909.0327 [hep-th] . · doi ↗
- 5Morris (1994) T. R. Morris, “Derivative expansion of the exact renormalization group,” Phys. Lett. B 329 , 241–248 (1994) , ar Xiv:hep-ph/9403340 [hep-ph] . · doi ↗
- 6Sonoda (2015) H. Sonoda, “Equivalence of Wilson Actions,” PTEP 2015 , 103B 01 (2015) , ar Xiv:1503.08578 [hep-th] . · doi ↗
- 7Igarashi et al. (2016) Y. Igarashi, K. Itoh, and H. Sonoda, “On the wave function renormalization for Wilson actions and their one particle irreducible actions,” PTEP 2016 , 093B 04 (2016) , ar Xiv:1607.01521 [hep-th] . · doi ↗
- 8Rosten (2014) O. J. Rosten, “On Functional Representations of the Conformal Algebra,” (2014), ar Xiv:1411.2603 [hep-th] .
