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Sigma-Model Beta Function and Asymptotic Freedom

The nonlinear sigma model is classically simple: a field n(x)\mathbf n(x) is constrained to lie on a target sphere, and the action counts how quickly n\mathbf n 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 N>2N>2, the O(N)O(N) 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

β(α)=μdαdμ=N22πα2+O(α3),\beta(\alpha)=\mu {d\alpha\over d\mu} =-{N-2\over 2\pi}\alpha^2+O(\alpha^3),

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.

Normalization and RG variable. We work in two Euclidean dimensions and use

S[n]=12α0d2xμnμn,n2=1.S[\mathbf n] ={1\over 2\alpha_0}\int d^2x\,\partial_\mu\mathbf n\cdot\partial_\mu\mathbf n, \qquad \mathbf n^2=1.

The coupling α0\alpha_0 is dimensionless in d=2d=2. A Wilsonian shell step integrates modes with momenta

Λed<k<Λ,d>0.\Lambda e^{-d\ell}<|k|<\Lambda, \qquad d\ell>0.

Thus d=log(Λ/μ)d\ell=\log(\Lambda/\mu) increases as we move toward the infrared. The beta function in terms of the sliding momentum scale μ\mu is

β(α)=μdαdμ.\beta(\alpha)=\mu {d\alpha\over d\mu}.

The action

S=12α0ddx(n)2S={1\over2\alpha_0}\int d^dx\,(\partial\mathbf n)^2

contains a dimensionless field n\mathbf n because of the constraint n2=1\mathbf n^2=1. Since []=1[\partial]=1, the coupling has engineering dimension

[α0]=2d.[\alpha_0]=2-d.

Therefore:

  • for d>2d>2, the sigma-model coupling is irrelevant by power counting;
  • for d<2d<2, it is relevant;
  • for d=2d=2, 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 α0\alpha_0. Choose a point on the sphere and write the field in terms of N1N-1 local coordinates π=(π1,,πN1)\boldsymbol\pi=(\pi^1,\ldots,\pi^{N-1}):

n=(1π2,π).\mathbf n=(\sqrt{1-\boldsymbol\pi^2},\boldsymbol\pi).

Then

μnμn=μπμπ+(πμπ)21π2.\partial_\mu\mathbf n\cdot\partial_\mu\mathbf n =\partial_\mu\boldsymbol\pi\cdot\partial_\mu\boldsymbol\pi +{(\boldsymbol\pi\cdot\partial_\mu\boldsymbol\pi)^2\over 1-\boldsymbol\pi^2}.

So

S=12α0d2x[(π)2+(πμπ)2+O(π6)].S={1\over2\alpha_0}\int d^2x\, \left[ (\partial\boldsymbol\pi)^2 +(\boldsymbol\pi\cdot\partial_\mu\boldsymbol\pi)^2+ O(\pi^6) \right].

If we rescale π=α0φ\boldsymbol\pi=\sqrt{\alpha_0}\,\boldsymbol\varphi, the kinetic term for φ\boldsymbol\varphi is canonical and the first interaction is proportional to α0\alpha_0. Thus weak coupling means a large target sphere in units of the cutoff: nearby fields do not notice the curvature strongly.

Momentum-shell integration for slow sigma-model fields and fast tangent fluctuations

In a Wilsonian step, the slow background field nˉ\bar{\mathbf n} is kept fixed while fast tangent fluctuations are integrated over a thin momentum shell. The logarithm comes from the shell integral shelld2k/k2\int_{\rm shell} d^2k/k^2.

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 Xi(x)X^i(x) with metric gij(X)g_{ij}(X). The two-derivative sigma model is

S[X]=12α0d2xgij(X)μXiμXj.S[X]={1\over2\alpha_0}\int d^2x\, g_{ij}(X)\partial_\mu X^i\partial_\mu X^j.

We split

X(x)=Xˉ(x)+fast fluctuation,X(x)=\bar X(x)+\text{fast fluctuation},

but the phrase “++” is only schematic: on a curved target space, the honest fluctuation is a tangent vector ξi(x)TXˉ(x)M\xi^i(x)\in T_{\bar X(x)}\mathcal M. Equivalently, X(x)X(x) is reached from Xˉ(x)\bar X(x) by following the geodesic whose initial tangent is ξi(x)\xi^i(x). These are Riemann normal coordinates around the background.

The covariant derivative acting on the fluctuation is

Dμξi=μξi+Γijk(Xˉ)μXˉjξk.D_\mu\xi^i =\partial_\mu\xi^i+ \Gamma^i{}_{jk}(\bar X)\partial_\mu\bar X^j\xi^k.

We choose the curvature-sign convention in which the unit round sphere has positive Ricci tensor, Rij=(N2)gijR_{ij}=(N-2)g_{ij}. This fixes the signs in the quadratic action and in the beta function without relying on a convention for RijklR^i{}_{jkl} left implicit.

Expanding the action to second order in ξ\xi gives

S[Xˉ+ξ]=S[Xˉ]+S(2)[ξ;Xˉ]+O(ξ3),S[\bar X+\xi] =S[\bar X]+S^{(2)}[\xi;\bar X]+O(\xi^3),

with

S(2)=12α0d2x[gij(Xˉ)DμξiDμξjRikjl(Xˉ)μXˉkμXˉlξiξj].S^{(2)} ={1\over2\alpha_0}\int d^2x\, \left[ g_{ij}(\bar X)D_\mu\xi^iD_\mu\xi^j -R_{ikjl}(\bar X)\partial_\mu\bar X^k\partial_\mu\bar X^l\xi^i\xi^j \right].

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 DμD_\mu complete the same covariant result.

The shell propagator of the fast field, to leading order in the slowly varying background, is

ξi(k)ξj(k)shell=α0gij(Xˉ)k2.\langle \xi^i(k)\xi^j(-k)\rangle_{\rm shell} =\alpha_0\,{g^{ij}(\bar X)\over k^2}.

The logarithmic shell integral is

Λed<k<Λd2k(2π)21k2=d2π.\int_{\Lambda e^{-d\ell}<|k|<\Lambda}{d^2k\over(2\pi)^2}{1\over k^2} ={d\ell\over 2\pi}.

To first order in the slowly varying background, the Gaussian determinant contributes 12Tr(K1V)\frac12\operatorname{Tr}(K^{-1}V). Contracting the two fast fields in the curvature interaction therefore gives

ΔS=12d2xRkl(Xˉ)μXˉkμXˉlshelld2k(2π)21k2,\Delta S =-{1\over2}\int d^2x\, R_{kl}(\bar X)\partial_\mu\bar X^k\partial_\mu\bar X^l \int_{\rm shell}{d^2k\over(2\pi)^2}{1\over k^2},

where

Rkl=RikilR_{kl}=R^i{}_{kil}

is the Ricci tensor of the target space. Hence

ΔS=d4πd2xRij(Xˉ)μXˉiμXˉj.\boxed{ \Delta S =-{d\ell\over4\pi} \int d^2x\, R_{ij}(\bar X)\partial_\mu\bar X^i\partial_\mu\bar X^j. }

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.

For the unit sphere SN1S^{N-1}, the Ricci tensor is

Rij=(N2)gij.R_{ij}=(N-2)g_{ij}.

Therefore the shell correction is proportional to the original action density:

ΔS=N24πdd2xgij(Xˉ)μXˉiμXˉj.\Delta S =-{N-2\over4\pi}d\ell \int d^2x\,g_{ij}(\bar X) \partial_\mu\bar X^i\partial_\mu\bar X^j.

Combining this with

S[Xˉ]=12αd2xgij(Xˉ)μXˉiμXˉj,S[\bar X]={1\over2\alpha}\int d^2x\, g_{ij}(\bar X)\partial_\mu\bar X^i\partial_\mu\bar X^j,

we find the Wilsonian change

12α12αN24πd.{1\over 2\alpha}\longrightarrow {1\over2\alpha}-{N-2\over4\pi}d\ell.

Equivalently,

dd1α=N22π.\boxed{ {d\over d\ell}{1\over\alpha}= -{N-2\over2\pi}. }

Since d=dlogμd\ell=-d\log\mu, this is

ddlogμ1α=N22π.{d\over d\log\mu}{1\over\alpha}= {N-2\over2\pi}.

Using

ddlogμ1α=1α2μdαdμ,{d\over d\log\mu}{1\over\alpha} =-{1\over\alpha^2}\mu{d\alpha\over d\mu},

we obtain

β(α)=μdαdμ=N22πα2+O(α3).\boxed{ \beta(\alpha)=\mu {d\alpha\over d\mu} =-{N-2\over2\pi}\alpha^2+O(\alpha^3). }

For N>2N>2, the beta function is negative. The coupling becomes small at high momentum and large at low momentum.

Positive Ricci curvature reduces the sigma-model stiffness under coarse graining

The one-loop correction is geometric: ΔS=(d/4π)RijXiXj\Delta S=-(d\ell/4\pi)\int R_{ij}\partial X^i\partial X^j. For SN1S^{N-1}, Rij=(N2)gijR_{ij}=(N-2)g_{ij}, so positive curvature decreases 1/α1/\alpha in the infrared.

Let α0\alpha_0 be the coupling defined at the cutoff Λ\Lambda. Integrating the one-loop equation gives

1α(μ)=1α0N22πlogΛμ=1α0+N22πlogμΛ.{1\over\alpha(\mu)} ={1\over\alpha_0}-{N-2\over2\pi}\log{\Lambda\over\mu} ={1\over\alpha_0}+{N-2\over2\pi}\log{\mu\over\Lambda}.

Thus

α(μ)=α01N22πα0log(Λ/μ)\boxed{ \alpha(\mu)= {\alpha_0\over 1-{N-2\over2\pi}\alpha_0\log(\Lambda/\mu)} }

as long as the denominator remains positive and the coupling is small.

The perturbative coupling becomes order one when

1N22πα0logΛμ0.1-{N-2\over2\pi}\alpha_0\log{\Lambda\over\mu}\sim 0.

This defines the scale

MΛexp[2π(N2)α0].\boxed{ M\sim \Lambda\exp\left[-{2\pi\over (N-2)\alpha_0}\right]. }

The symbol MM 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 O(N)O(N) model with N>2N>2 has a mass gap of this order. The coupling α0\alpha_0 has disappeared in favor of the physical scale MM: 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 O(N)O(N), while correlations decay on the scale M1M^{-1}. Symmetry Restoration and Mermin–Wagner Physics gives the finite-volume and infrared arguments; the next page derives the mass scale directly at large NN.

The running coupling of the two-dimensional O(N) sigma model is weak in the ultraviolet and strong near the generated scale

For N>2N>2, α(μ)\alpha(\mu) decreases at short distances and grows toward the infrared. The scale MΛexp[2π/((N2)α0)]M\sim\Lambda\exp[-2\pi/((N-2)\alpha_0)] marks the end of weak-coupling perturbation theory.

One can package the same result in an RG-invariant form. Define the scale

Λσ=μexp[2π(N2)α(μ)]\Lambda_{\sigma}=\mu\exp\left[-{2\pi\over (N-2)\alpha(\mu)}\right]

at one loop. Differentiating with respect to μ\mu and using the beta function gives dΛσ/dμ=0d\Lambda_\sigma/d\mu=0 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 M/ΛM/\Lambda at weak bare coupling is nonanalytic in α0\alpha_0; 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

nbare=Zn1/2nren,\mathbf n_{\rm bare}=Z_n^{1/2}\mathbf n_{\rm ren},

but one point is essential: nbare2=1\mathbf n_{\rm bare}^2=1 does not imply nren2=1\mathbf n_{\rm ren}^2=1. The factor ZnZ_n specifies the normalization of an operator insertion, not a second parameterization of the unit sphere.

In the convention

γn(α)=N14πα+O(α2),\gamma_n(\alpha) ={N-1\over4\pi}\alpha+O(\alpha^2),

the leading-log Callan–Symanzik equation for a normalized transverse two-point function is

ddlogplog ⁣[p2Gnorm(p)]=2γn(α(p)).{d\over d\log p}\log\!\left[p^2G_{\rm norm}(p)\right] =-2\gamma_n(\alpha(p)).

Combining this equation with

β(α)=N22πα2+O(α3)\beta(\alpha)=-{N-2\over2\pi}\alpha^2+O(\alpha^3)

gives

logp2Gnorm(p)Λ2Gnorm(Λ)=2α0α(p)γn(α)β(α)dα=N1N2logα(p)α0+O(α).\begin{aligned} \log{p^2G_{\rm norm}(p)\over \Lambda^2G_{\rm norm}(\Lambda)} &=-2\int_{\alpha_0}^{\alpha(p)} {\gamma_n(\alpha)\over\beta(\alpha)}\,d\alpha\\ &={N-1\over N-2}\log{\alpha(p)\over\alpha_0} +O(\alpha). \end{aligned}

Choose the ultraviolet normalization Λ2Gnorm(Λ)=1\Lambda^2G_{\rm norm}(\Lambda)=1. Then the manuscript’s RG-improved propagator is

Gnorm(p)1p2(α(p)α0)(N1)/(N2)\boxed{ G_{\rm norm}(p)\simeq {1\over p^2} \left({\alpha(p)\over\alpha_0}\right)^{(N-1)/(N-2)} }

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 α0/p2\alpha_0/p^2 instead. Keeping these two conventions distinct prevents an apparent missing factor of α0\alpha_0.

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 MM, 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 SN1S^{N-1} looks like a theory of N1N-1 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.

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

Gij=gijα.G_{ij}={g_{ij}\over\alpha}.

Then, modulo target-coordinate redefinitions, its Wilsonian flow is

dGijd=12πRij[G]+higher-loop curvature tensors.{dG_{ij}\over d\ell} =-{1\over2\pi}R_{ij}[G] +\text{higher-loop curvature tensors}.

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,

Rij=κgij,R_{ij}=\kappa g_{ij},

and only the overall coupling runs at one loop:

β(α)=κ2πα2+O(α3).\beta(\alpha)=-{\kappa\over2\pi}\alpha^2+O(\alpha^3).

For the unit sphere SN1S^{N-1},

κ=N2.\kappa=N-2.

This explains the coefficient in the O(N)O(N) 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 N2N-2, not N1N-1.

The same formula also explains the special cases:

  • S1S^1 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.

For N=2N=2, the target space is

S1.S^1.

We can write

n1=cosθ,n2=sinθ.n_1=\cos\theta, \qquad n_2=\sin\theta.

Then

μnμn=(μθ)2,\partial_\mu\mathbf n\cdot\partial_\mu\mathbf n =(\partial_\mu\theta)^2,

so the action is exactly Gaussian in the smooth perturbative sector:

S=12αd2x(μθ)2.S={1\over2\alpha}\int d^2x\,(\partial_\mu\theta)^2.

The one-loop formula gives zero because N2=0N-2=0, 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 O(2)O(2) model has no conventional long-range order. The massless scalar has logarithmic fluctuations:

θ(x)θ(0)=α2πlogxa+constant,\langle\theta(x)\theta(0)\rangle =-{\alpha\over2\pi}\log{|x|\over a}+\text{constant},

where aa is a short-distance cutoff. Therefore the order-parameter correlator behaves as

eiθ(x)eiθ(0)=exp[12(θ(x)θ(0))2]xα/(2π).\langle e^{i\theta(x)}e^{-i\theta(0)}\rangle =\exp\left[-{1\over2}\langle(\theta(x)-\theta(0))^2\rangle\right] \propto |x|^{-\alpha/(2\pi)}.

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 N2N-2 beta function, while infrared fluctuations still destroy a fixed classical direction.

The O(2) sigma model has a flat circular target and becomes a compact free boson perturbatively

For O(2)O(2), n=(cosθ,sinθ)\mathbf n=(\cos\theta,\sin\theta) and the perturbative action is a compact free boson. The Ricci curvature of S1S^1 vanishes, so the N2N-2 beta-function coefficient is zero.

It is useful to see where the logarithm lives in ordinary coordinates. Expanding

n=(1π2,π)\mathbf n=(\sqrt{1-\boldsymbol\pi^2},\boldsymbol\pi)

gives the quartic derivative interaction

Sint=12α0d2x(πμπ)2+.S_{\rm int} ={1\over2\alpha_0}\int d^2x\, (\boldsymbol\pi\cdot\partial_\mu\boldsymbol\pi)^2+\cdots.

After the rescaling π=α0φ\boldsymbol\pi=\sqrt{\alpha_0}\boldsymbol\varphi, this becomes

Sint=α02d2x(φμφ)2+.S_{\rm int} ={\alpha_0\over2}\int d^2x\, (\boldsymbol\varphi\cdot\partial_\mu\boldsymbol\varphi)^2+ \cdots.

A one-loop correction to the two-derivative term comes from contracting two fast φ\boldsymbol\varphi fields in the shell. The contraction produces

shelld2k(2π)21k2=d2π,\int_{\rm shell}{d^2k\over(2\pi)^2}{1\over k^2} ={d\ell\over2\pi},

and the remaining slow fields reconstruct (n)2(\partial\mathbf n)^2. 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 N2N-2.

This separates two coefficients that are easy to conflate. The shortening of the slow vector found on the previous page is

12ξ2shell=N14παd,{1\over2}\langle\boldsymbol\xi^2\rangle_{\rm shell} ={N-1\over4\pi}\alpha\,d\ell,

and it controls the one-loop anomalous dimension of the n\mathbf n insertion. The change of the two-derivative coupling instead includes the curvature and measure contributions and is proportional to N2N-2. Thus N1N-1 in field renormalization and N2N-2 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 N1N-1, but the correct beta function is governed by the Ricci tensor of SN1S^{N-1}, hence N2N-2. The background-field method keeps this covariance manifest and prevents the wrong count from becoming a wrong answer.

The two-dimensional O(N)O(N) nonlinear sigma model is classically scale invariant because its coupling is dimensionless. Quantum fluctuations break this classical scale invariance. In the normalization

S=12αd2x(n)2,n2=1,S={1\over2\alpha}\int d^2x\,(\partial\mathbf n)^2, \qquad \mathbf n^2=1,

the one-loop beta function is

β(α)=N22πα2+O(α3).\beta(\alpha)=-{N-2\over2\pi}\alpha^2+O(\alpha^3).

For N>2N>2, this is asymptotic freedom: the coupling becomes weak at short distances and strong at long distances. The running coupling is

α(μ)=α01N22πα0log(Λ/μ),\alpha(\mu)= {\alpha_0\over 1-{N-2\over2\pi}\alpha_0\log(\Lambda/\mu)},

and the scale where perturbation theory fails is

MΛexp[2π(N2)α0].M\sim\Lambda\exp\left[-{2\pi\over(N-2)\alpha_0}\right].

The one-loop correction is geometrically

ΔS=d4πRijXiXj.\Delta S=-{d\ell\over4\pi}\int R_{ij}\partial X^i\partial X^j.

Thus the beta function is controlled by target-space Ricci curvature. For the sphere, Rij=(N2)gijR_{ij}=(N-2)g_{ij}. For S1S^1, the curvature vanishes and the perturbative beta function is zero.

Confusing the sign of the beta function. With β(α)=μdα/dμ\beta(\alpha)=\mu d\alpha/d\mu, asymptotic freedom means β(α)<0\beta(\alpha)<0 at small positive α\alpha. The same statement in Wilsonian infrared time =log(Λ/μ)\ell=\log(\Lambda/\mu) is dα/d>0d\alpha/d\ell>0.

Counting transverse fields instead of curvature. There are N1N-1 local coordinates on SN1S^{N-1}, but the one-loop beta-function coefficient is N2N-2. 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 MM 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 α0/p2\alpha_0/p^2. The displayed RG-improved formula uses an operator normalized to 1/p21/p^2 at the cutoff.

Treating O(2)O(2) 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.

Starting from

β(α)=bα2,b=N22π,\beta(\alpha)=-b\alpha^2, \qquad b={N-2\over2\pi},

solve for α(μ)\alpha(\mu) in terms of α0=α(Λ)\alpha_0=\alpha(\Lambda). Find the scale MM at which the one-loop coupling becomes singular.

Solution

The RG equation is

μdαdμ=bα2.\mu{d\alpha\over d\mu}=-b\alpha^2.

Equivalently,

dαdlogμ=bα2.{d\alpha\over d\log\mu}=-b\alpha^2.

Separate variables:

dαα2=bdlogμ.{d\alpha\over\alpha^2}=-b\,d\log\mu.

Integrating from Λ\Lambda to μ\mu gives

1α(μ)+1α0=blogμΛ.-{1\over\alpha(\mu)}+{1\over\alpha_0} =-b\log{\mu\over\Lambda}.

Hence

1α(μ)=1α0+blogμΛ=1α0blogΛμ.{1\over\alpha(\mu)} ={1\over\alpha_0}+b\log{\mu\over\Lambda} ={1\over\alpha_0}-b\log{\Lambda\over\mu}.

Therefore

α(μ)=α01bα0log(Λ/μ).\alpha(\mu)= {\alpha_0\over 1-b\alpha_0\log(\Lambda/\mu)}.

The denominator vanishes at

1bα0logΛM=0,1-b\alpha_0\log{\Lambda\over M}=0,

so

M=Λexp[1bα0]=Λexp[2π(N2)α0].M=\Lambda\exp\left[-{1\over b\alpha_0}\right] =\Lambda\exp\left[-{2\pi\over(N-2)\alpha_0}\right].

Exercise 2: shell integral in two dimensions

Section titled “Exercise 2: shell integral in two dimensions”

Show that

Λed<k<Λd2k(2π)21k2=d2π+O(d2).\int_{\Lambda e^{-d\ell}<|k|<\Lambda}{d^2k\over(2\pi)^2}{1\over k^2} ={d\ell\over2\pi}+O(d\ell^2).
Solution

Use polar coordinates in momentum space:

d2k=kdkdφ.d^2k=k\,dk\,d\varphi.

Then

ΛedΛkdk(2π)21k202πdφ=12πΛedΛdkk.\int_{\Lambda e^{-d\ell}}^\Lambda {k\,dk\over(2\pi)^2}{1\over k^2} \int_0^{2\pi}d\varphi ={1\over2\pi} \int_{\Lambda e^{-d\ell}}^\Lambda {dk\over k}.

The remaining integral is

logΛlog(Λed)=d.\log\Lambda-\log(\Lambda e^{-d\ell})=d\ell.

Thus

shelld2k(2π)21k2=d2π.\int_{\rm shell}{d^2k\over(2\pi)^2}{1\over k^2} ={d\ell\over2\pi}.

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

n=(cosθ,sinθ).\mathbf n=(\cos\theta,\sin\theta).

Show that

(μn)2=(μθ)2.(\partial_\mu\mathbf n)^2=(\partial_\mu\theta)^2.

Then use the free-boson propagator to show that

eiθ(x)eiθ(0)xα/(2π).\langle e^{i\theta(x)}e^{-i\theta(0)}\rangle \propto |x|^{-\alpha/(2\pi)}.
Solution

Differentiate n\mathbf n:

μn=(sinθμθ,cosθμθ).\partial_\mu\mathbf n =(-\sin\theta\,\partial_\mu\theta,\cos\theta\,\partial_\mu\theta).

Therefore

(μn)2=sin2θ(μθ)2+cos2θ(μθ)2=(μθ)2.(\partial_\mu\mathbf n)^2 =\sin^2\theta\,(\partial_\mu\theta)^2 +\cos^2\theta\,(\partial_\mu\theta)^2 =(\partial_\mu\theta)^2.

The action is

S=12αd2x(θ)2.S={1\over2\alpha}\int d^2x\,(\partial\theta)^2.

The Green function satisfies

1α2G(x)=δ(2)(x),-{1\over\alpha}\partial^2 G(x)=\delta^{(2)}(x),

so at large separation

G(x)=θ(x)θ(0)=α2πlogxa+constant.G(x)=\langle\theta(x)\theta(0)\rangle =-{\alpha\over2\pi}\log{|x|\over a}+\text{constant}.

For a Gaussian field,

eiθ(x)eiθ(0)=exp[12(θ(x)θ(0))2].\langle e^{i\theta(x)}e^{-i\theta(0)}\rangle =\exp\left[-{1\over2}\langle(\theta(x)-\theta(0))^2\rangle\right].

Using

(θ(x)θ(0))2=απlogxa+constant,\langle(\theta(x)-\theta(0))^2\rangle ={\alpha\over\pi}\log{|x|\over a}+\text{constant},

we get

eiθ(x)eiθ(0)xα/(2π).\langle e^{i\theta(x)}e^{-i\theta(0)}\rangle \propto |x|^{-\alpha/(2\pi)}.

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 SmS^m has Ricci tensor

Rij=(m1)gij.R_{ij}=(m-1)g_{ij}.

Use the geometric one-loop correction

ΔS=d4πRijXiXj\Delta S=-{d\ell\over4\pi}\int R_{ij}\partial X^i\partial X^j

for the O(N)O(N) model. Derive the one-loop beta function.

Solution

For the O(N)O(N) model the target is SN1S^{N-1}, so

m=N1.m=N-1.

The Ricci tensor is therefore

Rij=(m1)gij=(N2)gij.R_{ij}=(m-1)g_{ij}=(N-2)g_{ij}.

The one-loop correction is

ΔS=N24πdd2xgijμXiμXj.\Delta S=-{N-2\over4\pi}d\ell \int d^2x\,g_{ij}\partial_\mu X^i\partial_\mu X^j.

The original action is

S=12αd2xgijμXiμXj.S={1\over2\alpha}\int d^2x\,g_{ij}\partial_\mu X^i\partial_\mu X^j.

Thus

12α12αN24πd,{1\over2\alpha}\to {1\over2\alpha}-{N-2\over4\pi}d\ell,

or

dd1α=N22π.{d\over d\ell}{1\over\alpha}=-{N-2\over2\pi}.

Since d=dlogμd\ell=-d\log\mu,

ddlogμ1α=N22π.{d\over d\log\mu}{1\over\alpha}={N-2\over2\pi}.

Using

ddlogμ1α=1α2β(α),{d\over d\log\mu}{1\over\alpha}=-{1\over\alpha^2}\beta(\alpha),

we obtain

β(α)=N22πα2.\beta(\alpha)=-{N-2\over2\pi}\alpha^2.

Exercise 5: leading-log field renormalization

Section titled “Exercise 5: leading-log field renormalization”

Let

F(p)=p2Gnorm(p),F(Λ)=1,F(p)=p^2G_{\rm norm}(p), \qquad F(\Lambda)=1,

and suppose

dlogFdlogp=2γn(α),γn(α)=N14πα,β(α)=N22πα2.{d\log F\over d\log p}=-2\gamma_n(\alpha), \qquad \gamma_n(\alpha)={N-1\over4\pi}\alpha, \qquad \beta(\alpha)=-{N-2\over2\pi}\alpha^2.

Derive the leading-log expression for Gnorm(p)G_{\rm norm}(p). Why would the corresponding bare transverse propagator contain an additional factor of α0\alpha_0 at tree level?

Solution

Along the RG trajectory, dα/dlogp=β(α)d\alpha/d\log p=\beta(\alpha), so

dlogFdα=2γn(α)β(α)=N1N21α.{d\log F\over d\alpha} =-{2\gamma_n(\alpha)\over\beta(\alpha)} ={N-1\over N-2}{1\over\alpha}.

Integrating from α(Λ)=α0\alpha(\Lambda)=\alpha_0 to α(p)\alpha(p) gives

logF(p)=N1N2logα(p)α0.\log F(p) ={N-1\over N-2}\log{\alpha(p)\over\alpha_0}.

Therefore

Gnorm(p)=1p2(α(p)α0)(N1)/(N2).G_{\rm norm}(p) ={1\over p^2} \left({\alpha(p)\over\alpha_0}\right)^{(N-1)/(N-2)}.

For the local coordinate π\boldsymbol\pi of the constrained bare field, the quadratic action is

S0=12α0d2x(π)2,S_0={1\over2\alpha_0}\int d^2x\,(\partial\boldsymbol\pi)^2,

so πa(p)πb(p)0=α0δab/p2\langle\pi^a(p)\pi^b(-p)\rangle_0=\alpha_0\delta^{ab}/p^2. The normalized operator divides the transverse field by α0\sqrt{\alpha_0} at the reference scale, which removes that tree-level factor.

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