Sigma-Model Beta Function and Asymptotic Freedom
The nonlinear sigma model is classically simple: a field is constrained to lie on a target sphere, and the action counts how quickly varies in spacetime. Quantum mechanically it is much less innocent. In two dimensions its coupling is classically dimensionless, so the theory sits exactly at the boundary where logarithms can accumulate. The logarithms do accumulate, and their sign is the sign that made the model famous: for , the nonlinear sigma model is asymptotically free.
This page computes the one-loop running in a way that makes the answer geometric. The target-space curvature renormalizes the stiffness of the field. Positive curvature makes the effective stiffness smaller at long distances, so angular fluctuations become stronger in the infrared. Equivalently, the coupling becomes weaker at short distances. The result is
for the normalization used below. This is the same qualitative mechanism as Yang–Mills asymptotic freedom: a dimensionless coupling is traded for a dynamically generated scale.
Required background. Nonlinear Sigma Models and Constraints supplies the sphere constraint, local coordinates, invariant measure, and slow/fast tangent split used below. Helpful background. Dimensional Transmutation and Mass Gaps explains how an asymptotically free running coupling defines an RG-invariant scale.
Why the coupling is marginal before loops
Section titled “Why the coupling is marginal before loops”Normalization and RG variable. We work in two Euclidean dimensions and use
The coupling is dimensionless in . A Wilsonian shell step integrates modes with momenta
Thus increases as we move toward the infrared. The beta function in terms of the sliding momentum scale is
The action
contains a dimensionless field because of the constraint . Since , the coupling has engineering dimension
Therefore:
- for , the sigma-model coupling is irrelevant by power counting;
- for , it is relevant;
- for , it is classically marginal.
The two-dimensional case is the interesting one. Dimensional analysis does not decide whether the coupling grows or shrinks. One-loop logarithms decide.
A local coordinate expansion already shows why interactions are controlled by . Choose a point on the sphere and write the field in terms of local coordinates :
Then
So
If we rescale , the kinetic term for is canonical and the first interaction is proportional to . Thus weak coupling means a large target sphere in units of the cutoff: nearby fields do not notice the curvature strongly.
In a Wilsonian step, the slow background field is kept fixed while fast tangent fluctuations are integrated over a thin momentum shell. The logarithm comes from the shell integral .
Background-field split
Section titled “Background-field split”The most transparent calculation uses a background-field expansion. It is also the calculation that generalizes from the sphere to any target manifold.
Let the target coordinates be with metric . The two-derivative sigma model is
We split
but the phrase “” is only schematic: on a curved target space, the honest fluctuation is a tangent vector . Equivalently, is reached from by following the geodesic whose initial tangent is . These are Riemann normal coordinates around the background.
The covariant derivative acting on the fluctuation is
We choose the curvature-sign convention in which the unit round sphere has positive Ricci tensor, . This fixes the signs in the quadratic action and in the beta function without relying on a convention for left implicit.
Expanding the action to second order in gives
with
The first term is the kinetic energy of fast fluctuations. The second term is the tidal effect of target-space curvature. It is the only potential term needed for the one-loop renormalization of the two-derivative action; connection terms in complete the same covariant result.
The shell propagator of the fast field, to leading order in the slowly varying background, is
The logarithmic shell integral is
To first order in the slowly varying background, the Gaussian determinant contributes . Contracting the two fast fields in the curvature interaction therefore gives
where
is the Ricci tensor of the target space. Hence
This formula is the conceptual heart of the calculation. At one loop, the target metric changes by its Ricci tensor. Positive Ricci curvature decreases the coefficient of the kinetic term as we integrate out shorter distances.
Specializing to the round sphere
Section titled “Specializing to the round sphere”For the unit sphere , the Ricci tensor is
Therefore the shell correction is proportional to the original action density:
Combining this with
we find the Wilsonian change
Equivalently,
Since , this is
Using
we obtain
For , the beta function is negative. The coupling becomes small at high momentum and large at low momentum.
The one-loop correction is geometric: . For , , so positive curvature decreases in the infrared.
Running coupling and generated scale
Section titled “Running coupling and generated scale”Let be the coupling defined at the cutoff . Integrating the one-loop equation gives
Thus
as long as the denominator remains positive and the coupling is small.
The perturbative coupling becomes order one when
This defines the scale
The symbol should not be interpreted as a perturbative pole. It is the scale where perturbation theory around a fixed direction on the sphere breaks down. Nonperturbatively, the two-dimensional model with has a mass gap of this order. The coupling has disappeared in favor of the physical scale : this is dimensional transmutation.
The infrared theory therefore does not retain the classical choice of a point on the Mexican-hat minimum. Long-distance angular fluctuations restore , while correlations decay on the scale . Symmetry Restoration and Mermin–Wagner Physics gives the finite-volume and infrared arguments; the next page derives the mass scale directly at large .
For , decreases at short distances and grows toward the infrared. The scale marks the end of weak-coupling perturbation theory.
One can package the same result in an RG-invariant form. Define the scale
at one loop. Differentiating with respect to and using the beta function gives up to higher-loop corrections. A dimensionless bare coupling has been traded for a physical mass scale.
This is the closest two-dimensional cousin of the QCD story. There is no dimensionful parameter in the classical action, but the quantum theory produces one. The smallness of at weak bare coupling is nonanalytic in ; it cannot be seen at any finite order in ordinary perturbation theory.
Field renormalization and the short-distance propagator
Section titled “Field renormalization and the short-distance propagator”The coupling is not the only object that runs. The constrained vector is also a local composite operator, and it requires a multiplicative short-distance renormalization. One often writes schematically
but one point is essential: does not imply . The factor specifies the normalization of an operator insertion, not a second parameterization of the unit sphere.
In the convention
the leading-log Callan–Symanzik equation for a normalized transverse two-point function is
Combining this equation with
gives
Choose the ultraviolet normalization . Then the manuscript’s RG-improved propagator is
up to higher-loop and power-suppressed corrections. Without this operator normalization, a transverse component of the bare unit vector has the tree-level propagator instead. Keeping these two conventions distinct prevents an apparent missing factor of .
This is a perturbative ultraviolet formula. It should not be read as evidence for a massless particle in the far infrared. At momenta comparable to , the coupling becomes strong and the perturbative propagator must be replaced by the physics of the mass gap.
There is a useful lesson here. The classical expansion around a chosen direction on looks like a theory of Goldstone bosons, but in two dimensions that ordered picture cannot persist to arbitrarily long distances. The running coupling tells us precisely where the local weak-coupling description ends.
The geometric beta function
Section titled “The geometric beta function”For a general target manifold, the same one-loop calculation gives a flow of the target metric. Define the metric that actually multiplies the kinetic term by
Then, modulo target-coordinate redefinitions, its Wilsonian flow is
This is the seed of the Ricci-flow interpretation of two-dimensional sigma models. It also states the approximation honestly: curvature squared and higher tensor structures enter beyond one loop. If the fixed reference metric is Einstein,
and only the overall coupling runs at one loop:
For the unit sphere ,
This explains the coefficient in the beta function without doing a component Feynman-diagram calculation. The coefficient counts curvature, not merely the number of fields. That is why the answer is , not .
The same formula also explains the special cases:
- is flat, so the perturbative beta function vanishes.
- A positively curved compact target tends to become strongly coupled in the infrared.
- Negative Ricci curvature would reverse the one-loop tendency.
The geometric form is more than pretty language. It is what makes sigma models central in statistical mechanics, string theory, and geometry: the renormalization group acts directly on the target-space metric.
The O(2) exception
Section titled “The O(2) exception”For , the target space is
We can write
Then
so the action is exactly Gaussian in the smooth perturbative sector:
The one-loop formula gives zero because , and in fact the ordinary perturbative beta function vanishes for the free compact boson. “Perturbative” is doing real work here: compactness also permits vortex sectors, which no Taylor expansion around a smooth constant field can produce. Even before vortices are included, the two-dimensional model has no conventional long-range order. The massless scalar has logarithmic fluctuations:
where is a short-distance cutoff. Therefore the order-parameter correlator behaves as
It decays as a power, not to a nonzero constant. Continuous symmetry is not spontaneously broken in the usual long-range sense. Nonperturbative vortices add another layer and lead to the Berezinskii–Kosterlitz–Thouless phenomenon, but the perturbative message is already visible: flat target space removes the beta function, while infrared fluctuations still destroy a fixed classical direction.
For , and the perturbative action is a compact free boson. The Ricci curvature of vanishes, so the beta-function coefficient is zero.
A direct component check
Section titled “A direct component check”It is useful to see where the logarithm lives in ordinary coordinates. Expanding
gives the quartic derivative interaction
After the rescaling , this becomes
A one-loop correction to the two-derivative term comes from contracting two fast fields in the shell. The contraction produces
and the remaining slow fields reconstruct . A component calculation must also include the fact that the local-coordinate field is not itself the globally constrained vector and that the measure/field renormalization contributes. After these pieces are combined, the coefficient is .
This separates two coefficients that are easy to conflate. The shortening of the slow vector found on the previous page is
and it controls the one-loop anomalous dimension of the insertion. The change of the two-derivative coupling instead includes the curvature and measure contributions and is proportional to . Thus in field renormalization and in the beta function are compatible, not competing answers.
This is a good place to be suspicious of quick diagrammatic arguments. A naive count of transverse fields gives , but the correct beta function is governed by the Ricci tensor of , hence . The background-field method keeps this covariance manifest and prevents the wrong count from becoming a wrong answer.
Summary
Section titled “Summary”The two-dimensional nonlinear sigma model is classically scale invariant because its coupling is dimensionless. Quantum fluctuations break this classical scale invariance. In the normalization
the one-loop beta function is
For , this is asymptotic freedom: the coupling becomes weak at short distances and strong at long distances. The running coupling is
and the scale where perturbation theory fails is
The one-loop correction is geometrically
Thus the beta function is controlled by target-space Ricci curvature. For the sphere, . For , the curvature vanishes and the perturbative beta function is zero.
Common pitfalls
Section titled “Common pitfalls”Confusing the sign of the beta function. With , asymptotic freedom means at small positive . The same statement in Wilsonian infrared time is .
Counting transverse fields instead of curvature. There are local coordinates on , but the one-loop beta-function coefficient is . The former coefficient appears in the field anomalous dimension; the latter is the Ricci curvature of the target sphere.
Taking the perturbative pole literally. The scale is not a physical Landau pole. It marks the failure of weak-coupling perturbation theory and the onset of nonperturbative mass-gap physics.
Reading the normalized propagator as a bare-field formula. A transverse component of the bare constrained vector has tree-level normalization . The displayed RG-improved formula uses an operator normalized to at the cutoff.
Treating as an ordered phase because the beta function vanishes. The perturbative beta function vanishes for the compact free boson, but two-dimensional infrared fluctuations still remove ordinary long-range order. Vortices are nonperturbative and must be treated separately.
Exercises
Section titled “Exercises”Exercise 1: deriving the running coupling
Section titled “Exercise 1: deriving the running coupling”Starting from
solve for in terms of . Find the scale at which the one-loop coupling becomes singular.
Solution
The RG equation is
Equivalently,
Separate variables:
Integrating from to gives
Hence
Therefore
The denominator vanishes at
so
Exercise 2: shell integral in two dimensions
Section titled “Exercise 2: shell integral in two dimensions”Show that
Solution
Use polar coordinates in momentum space:
Then
The remaining integral is
Thus
Exercise 3: the O(2) model as a free compact boson
Section titled “Exercise 3: the O(2) model as a free compact boson”Let
Show that
Then use the free-boson propagator to show that
Solution
Differentiate :
Therefore
The action is
The Green function satisfies
so at large separation
For a Gaussian field,
Using
we get
Exercise 4: Ricci curvature and the coefficient N minus two
Section titled “Exercise 4: Ricci curvature and the coefficient N minus two”The unit sphere has Ricci tensor
Use the geometric one-loop correction
for the model. Derive the one-loop beta function.
Solution
For the model the target is , so
The Ricci tensor is therefore
The one-loop correction is
The original action is
Thus
or
Since ,
Using
we obtain
Exercise 5: leading-log field renormalization
Section titled “Exercise 5: leading-log field renormalization”Let
and suppose
Derive the leading-log expression for . Why would the corresponding bare transverse propagator contain an additional factor of at tree level?
Solution
Along the RG trajectory, , so
Integrating from to gives
Therefore
For the local coordinate of the constrained bare field, the quadratic action is
so . The normalized operator divides the transverse field by at the reference scale, which removes that tree-level factor.
References
Section titled “References”- E. Brézin and J. Zinn-Justin, “Renormalization of the Nonlinear Sigma Model in Dimensions—Application to the Heisenberg Ferromagnets,” Physical Review Letters 36 (1976) 691–694, doi:10.1103/PhysRevLett.36.691.
- D. Friedan, “Nonlinear Models in Dimensions,” Physical Review Letters 45 (1980) 1057–1060, doi:10.1103/PhysRevLett.45.1057.
- A. M. Polyakov, “Interaction of Goldstone Particles in Two Dimensions. Applications to Ferromagnets and Massive Yang–Mills Fields,” Physics Letters B 59 (1975) 79–81, doi:10.1016/0370-2693(75)90161-6.
Further reading
Section titled “Further reading”- A. M. Polyakov, Gauge Fields and Strings, Contemporary Concepts in Physics, Vol. 3, Harwood Academic Publishers, Chur, 1987.
- S. Weinberg, The Quantum Theory of Fields, Volume II: Modern Applications, Cambridge University Press, Cambridge, 1996.
- A. Zee, Quantum Field Theory in a Nutshell, 2nd ed., Princeton University Press, Princeton, 2010.
- J. Zinn-Justin, Quantum Field Theory and Critical Phenomena, 5th ed., Oxford University Press, Oxford, 2021.