Epsilon Expansion and One-Loop Scaling
The previous page found the upper critical dimension of the Ising universality class. In the continuum scalar theory
the quartic coupling has engineering dimension
For , the quartic perturbation is irrelevant at the Gaussian fixed point, and mean-field theory is asymptotically correct. For , it is relevant, so the Gaussian fixed point cannot describe the true long-distance critical theory. The borderline case is special: the coupling is classically marginal, and loop integrals generate logarithms.
The epsilon expansion turns this borderline into a controlled calculation. Write
Then the quartic coupling is weakly relevant. Classical scaling makes it grow at long distances, but one-loop fluctuations reduce it. The two effects balance at an interacting infrared fixed point, the Wilson–Fisher fixed point. Since the fixed-point coupling is proportional to , perturbation theory becomes an expansion around an interacting, non-Gaussian theory.
Required background. Critical propagators and the upper critical dimension supplies the continuum propagator, self-energy power counting, and the identification for theory.
Helpful background. Hubbard–Stratonovich fields and the continuum limit explains how the Ising order parameter becomes a scalar field and why its mass is a temperature-like coupling.
Logarithms at four dimensions
Section titled “Logarithms at four dimensions”The one-loop correction to the quartic vertex contains the massless bubble integral, evaluated at nonzero Euclidean external momentum ,
where is a characteristic external momentum. By power counting,
Equivalently, with a UV cutoff , the ultraviolet part behaves as
Thus is logarithmic:
for a spherical momentum shell. The finite part depends on the scheme and on the external momentum configuration. The logarithm does not. It is the signal that a coupling measured at one scale differs from the coupling measured at another scale.
For the interaction , the local one-loop correction to the four-point vertex is
The factor counts the , , and channels. The factor is the bubble symmetry factor in this normalization. At criticality and in four dimensions,
The one-loop correction to the four-point vertex is the bubble diagram in the three channels. Its logarithm at becomes the beta function near .
The same logarithm appears in dimensional regularization as a pole. Introduce a reference scale and define
so that the regulated integral is dimensionless, as it is at . A standard Feynman-parameter evaluation gives
Near ,
The pole and the logarithm are two representations of the same marginal short-distance sensitivity.
Momentum shells and the Wilsonian step
Section titled “Momentum shells and the Wilsonian step”The Wilsonian RG makes the logarithm into a differential equation. Split the field into slow and fast Fourier modes,
where
with . Define the slow-field effective action by
After integrating over the thin shell, rescale momenta, coordinates, and fields to restore the cutoff:
The field rescaling keeps the Gaussian kinetic term normalized.
A Wilsonian step integrates out fast modes in the shell , then rescales lengths and fields to restore the cutoff. Repeating this operation turns couplings into functions of the observation scale.
For the shell calculation, introduce the cutoff-scaled coupling
Its classical flow follows from :
The loop correction at criticality uses
where
In , the shell integral is
Therefore, near four dimensions,
where has been expanded about . In terms of
the sharp-shell flow before expanding the angular factor is
Since , its leading form is
Near the interacting fixed point, , so both omitted terms are of order . This accuracy determines the leading fixed point and exponents. The balance between weak relevance and a quadratic loop correction is the mechanism in Wilson and Fisher 1972, p. 241, Eqs. (8)–(12), PDF; their block-spin coupling has a different normalization from .
The Wilson–Fisher fixed point
Section titled “The Wilson–Fisher fixed point”The fixed points of
are
The Gaussian point is unstable below four dimensions, because
A small positive quartic coupling grows as the system is viewed at longer distances. The interacting fixed point is stable in the quartic direction, because
Thus, if , then
so
The corresponding correction-to-scaling exponent is
In terms of the cutoff-scaled quartic coupling,
The corresponding dimensionful coupling is in this cutoff convention; it is not itself a universal fixed-point coordinate. The dimensionless value is small when is small, which is what makes the expansion controlled.
For the length-scale flow , the Gaussian fixed point becomes unstable for , while the Wilson–Fisher fixed point is stable in the quartic-coupling direction.
The one-loop flow equation is exactly solvable:
For initial value ,
For , the coupling grows toward . For , it decreases toward ; is stationary. These statements hold for every positive initial value in the truncated differential equation. Its perturbative application requires small and a trajectory at weak coupling. Within that regime, attraction toward a common fixed point explains universality.
At , the same equation becomes
so
Since , the four-dimensional coupling vanishes only as . This is why four-dimensional mean-field behavior is modified by logarithms rather than by new leading power laws.
The mass direction and the exponent ν
Section titled “The mass direction and the exponent ν”The Wilson–Fisher fixed point is not stable in every direction. The mass or temperature perturbation must still be tuned. Write the temperature-like scaling field as , proportional to after a nonuniversal normalization. Under RG,
At the Gaussian fixed point, . Interactions renormalize the composite operator . The tadpole shell displays both the additive and multiplicative effects:
The first term moves the critical surface to . After subtracting that additive shift, the term linear in the scaling field combines with the tree-level rescaling. In the normalization above, the one-loop flow is
The unexpanded shell coefficient is ; replacing by accounts for the remainder. Evaluating at the Wilson–Fisher fixed point gives
The correlation length exponent is the inverse of this relevant eigenvalue:
Therefore
This is the first non-mean-field exponent produced by the epsilon expansion. The Gaussian answer is shifted because the energy operator, represented in the continuum by , has an anomalous scaling dimension at the interacting fixed point.
The Wilson–Fisher fixed point is stable along the quartic-coupling direction but unstable along the temperature direction. Criticality is reached by tuning onto the critical surface .
Why η starts at two loops
Section titled “Why η starts at two loops”The anomalous dimension is defined by the critical two-point function
or, equivalently,
At one loop in theory, the self-energy is the tadpole
This integral is independent of the external momentum . It shifts the mass and therefore the location of the critical surface, but it does not renormalize the coefficient of in the inverse propagator. Hence
The first momentum-dependent self-energy correction is the two-loop sunset diagram:
For , use the same rotationally symmetric ultraviolet regulator in both terms and subtract the mass term before removing the cutoff. The remaining momentum-dependent part has scaling
At , a local counterterm is also required. After renormalization, the nonlocal dependence is proportional to . Power counting here determines the momentum power and loop order, not the coefficient or sign of that logarithm. Since , the field anomalous dimension begins at order .
The tadpole is independent of external momentum. For , the sunset difference is defined with a common symmetric regulator and mass subtraction before removing it. At , a local kinetic counterterm is also required; the displayed renormalized nonlocal dependence omits its coefficient and sign. This schematic explains the loop order , not the numerical value of .
For the one-component Ising theory,
This two-loop coefficient is reported in Wilson and Fisher 1972, p. 243, PDF; deriving its value is beyond the one-loop calculation here.
Scaling forms and first exponents
Section titled “Scaling forms and first exponents”At a fixed point, the scaling dimension of the spin field is
The two-point function at criticality is therefore
Away from criticality, the correlation length is set by the relevant temperature perturbation:
The susceptibility is the integral of the connected two-point function up to distances of order :
Thus
Using and gives
Other exponents follow from scaling relations. To first order,
Here is the magnetization exponent, not inverse temperature and not an RG beta function. The notation is old and unfortunate, so context has to do the work.
Setting gives rough three-dimensional Ising estimates such as
These are not precision values. The achievement of the one-loop epsilon expansion is structural: it explains why a non-Gaussian universal fixed point exists and why its exponents can be computed systematically.
A gauge-coupling analogy
Section titled “A gauge-coupling analogy”The same dimensional reasoning appears in gauge theory. In the convention , where the coupling multiplies the whole action, a -dimensional Euclidean Yang–Mills action is
The gauge coupling has engineering dimension
Thus four dimensions are also the dimension where Yang–Mills coupling is classically marginal. At , loops generate logarithmic running. In , the coupling has dimension of mass, so the natural dimensionless coupling at momentum scale is
It grows in the infrared already by dimensional analysis. This does not make scalar criticality and gauge dynamics identical, but it highlights a shared lesson: the physical strength of an interaction is the dimensionless coupling at the scale being probed, not the bare constant by itself.
Summary
Section titled “Summary”At , the Ising quartic coupling is classically marginal and the one-loop four-point diagram produces logarithms. Slightly below four dimensions, these logarithms combine with classical scaling to produce the beta function
There are two nearby fixed points:
The Gaussian point is unstable for . The Wilson–Fisher point is stable in the quartic direction and controls the ordinary Ising critical point. The mass direction remains relevant, with eigenvalue
Therefore
The one-loop self-energy is momentum independent, so
The susceptibility exponent follows from scaling:
The epsilon expansion is not a perturbation of the lattice coupling. It is an expansion in the fixed-point value of a dimensionless long-distance coupling, which is small when is close to four.
Common pitfalls
Section titled “Common pitfalls”Confusing the critical mass with the bare mass. The critical condition is not the naive bare equation . Tadpoles shift the critical surface, so one must tune the physical inverse correlation length to zero.
Forgetting the RG-time convention. With increasing momentum scale , the beta function is . With increasing length scale , its sign is reversed. The fixed points agree, but the flow arrows do not.
Treating at one loop as exact. The one-loop tadpole is momentum independent. Wavefunction renormalization starts with the two-loop sunset, giving .
Using as precision perturbation theory. The expansion is controlled near four dimensions. First-order three-dimensional estimates are structural guides, not precision values.
Equating irrelevant with disposable. Above four dimensions the quartic coupling is dangerously irrelevant: it does not change the leading Gaussian critical two-point function, but it stabilizes the ordered phase and causes violations of naive hyperscaling.
Exercises
Section titled “Exercises”Exercise 1: Bubble power counting
Section titled “Exercise 1: Bubble power counting”Show that the bubble integral
has scaling dimension .
Solution
Rescale , where denotes the magnitude of the external momentum. Then
Therefore
The remaining integral is dimensionless after regularization. Hence
At , the power vanishes and the dimensionless integral becomes logarithmic.
Exercise 2: Fixed points and their stability
Section titled “Exercise 2: Fixed points and their stability”For the one-loop length-scale beta function
find the fixed points and determine their stability for .
Solution
Set the beta function to zero:
Thus
The derivative is
At ,
so a small positive coupling grows as increases. The Gaussian fixed point is infrared-unstable. At ,
so deviations decay as . The Wilson–Fisher fixed point is infrared-stable in the quartic direction.
Exercise 3: Integrating the one-loop flow
Section titled “Exercise 3: Integrating the one-loop flow”Solve
with and .
Solution
For , the stationary solution is . For , separate variables:
Since
integration gives
Using and solving for ,
The absolute value keeps the integration real on either side of . The final expression includes the stationary solution by continuity. For , it approaches for every positive initial value of the truncated equation; interpreting the trajectory perturbatively requires weak coupling.
Exercise 4: The correlation-length exponent
Section titled “Exercise 4: The correlation-length exponent”Using
derive
Solution
By definition,
Write
Then
Using gives
Exercise 5: Momentum dependence of the sunset
Section titled “Exercise 5: Momentum dependence of the sunset”Estimate the momentum dependence of the two-loop sunset self-energy at criticality:
Solution
The two loop measures contribute dimension . The three propagators contribute dimension . For , subtract the mass term using the same rotationally symmetric ultraviolet regulator in both integrals, then remove the cutoff. The remaining momentum dependence has scale . Therefore
At , one must also subtract a local kinetic term; the remaining nonlocal dependence is proportional to . The mass subtraction alone does not renormalize the four-dimensional integral. This is why wavefunction renormalization, and hence , begins at order or .
References
Section titled “References”- K. G. Wilson and M. E. Fisher, “Critical Exponents in 3.99 Dimensions,” Physical Review Letters 28 (1972), 240–243, doi:10.1103/PhysRevLett.28.240.
Further reading
Section titled “Further reading”- D. J. Amit and V. Martín-Mayor, Field Theory, the Renormalization Group, and Critical Phenomena: Graphs to Computers, 3rd ed., World Scientific, Singapore, 2005.
- J. Cardy, Scaling and Renormalization in Statistical Physics, Cambridge Lecture Notes in Physics, vol. 5, Cambridge University Press, Cambridge, 1996.
- K. G. Wilson and J. Kogut, “The Renormalization Group and the Expansion,” Physics Reports 12 (1974), 75–199, doi:10.1016/0370-1573(74)90023-4.
- J. Zinn-Justin, Quantum Field Theory and Critical Phenomena, 4th ed., International Series of Monographs on Physics, vol. 113, Oxford University Press, Oxford, 2002.
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