A Wilsonian renormalization-group step integrates out short-distance modes, rescales coordinates to restore the cutoff, and rescales fields to normalize a chosen kinetic term.
A zero of the beta function approached by the running coupling as the energy scale increases. A simple one-coupling fixed point with attracts nearby flows. Such a point can control two-point scaling at an ultraviolet fixed point.
If , and the reference correlator has a finite nonzero fixed-point limit, the characteristic solution of the multiplicative Callan-Symanzik equation gives . A simple attractive fixed point and smooth anomalous dimension give a finite prefactor multiplying . A nonsimple fixed point can retain slower corrections.
A renormalization-group transformation can scale different coordinate directions by different factors to keep distinct gradient terms fixed. If momentum component scales to , its coordinate scales by . The momentum/volume measure has total scaling weight , motivating the anisotropic effective dimension.
For a Gaussian kernel , keeping both gradient coefficients fixed gives and . The volume rescales by . Fourier-field normalization is ; the real-space normalization instead divides by . The thermal coefficient scales by and the uniform source by . Thus , and the formal Gaussian free-energy powers are , .
The effective dimension for a specified anisotropic rescaling is the total scaling weight of its coordinate measure. With directions of weight 1 and directions of weight , . The uniaxial Gaussian Lifshitz point has , so . This is not a topological or Hausdorff dimension.
A renormalization-group transformation integrates out selected short-distance degrees of freedom and restores chosen cutoff and field-normalization conventions. It defines a map on couplings at a length factor . Its discrete Jacobian matrix multipliers differ from eigenvalues of the generator of a continuous renormalization-group flow; the relation for a scaling direction is .
For dimensionless free energy per site , an exact blocking kernel preserves the partition function and gives . Thus , where is the additive contribution from the eliminated degrees of freedom. Repeating this equality gives the displayed sum. After subtracting analytic backgrounds, the singular free-energy density obeys the homogeneous scaling hypothesis for critical phenomena, subject to marginal or dangerous-variable qualifications.
A blocking kernel assigns a conditional probability to coarse configurations given microscopic configurations. Multiplying each microscopic Boltzmann weight by the kernel and summing over microscopic configurations defines the coarse Hamiltonian. The normalization preserves the partition function exactly when the coarse operator space is not truncated. In dimensions a blocking factor changes the lattice spacing to and the number of sites to . Generated interactions and additive constants must be retained for the transformation to remain exact.
A real-space renormalization group replaces groups of microscopic degrees of freedom by retained coarse variables, summing over the eliminated variables to define a coarse Hamiltonian. The effective Boltzmann weights must preserve the partition function up to a tracked normalization. Spin decimation retains selected spins rather than forming an average block variable. Coarse-graining generally generates additional interactions, so closure of a chosen finite coupling family requires justification.
A normalized blocking kernel assigns probabilities or delta constraints for coarse-grained variables given a microscopic configuration. Multiplying the microscopic Boltzmann weight by this kernel and summing over eliminated variables defines the blocked statistical Hamiltonian. Normalization preserves the partition function exactly when all generated operators and the field-independent constant are retained. A finite-coupling truncation may lose that exactness.
If an energy per site multiplies the identity operator, blocking sends to . For free energy per site , exact partition function invariance gives the displayed inhomogeneous equation with . It records eliminated-mode entropy, vacuum contributions and measure normalization. Removing a suitable regular background leaves homogeneous singular scaling; additive logarithmic resonances can obstruct a strictly analytic subtraction.
For the renormalization-group transformation , a background solving leaves a homogeneous remainder. In linear scaling coordinates and , an analytic source term is removed by unless the denominator vanishes. Such a resonance may produce a logarithm and invalidate a pure homogeneous power law. The scaling hypothesis for critical phenomena concerns the singular remainder. A regular field-dependent background cannot generally be represented by a function of temperature alone; an arbitrary analytic identity term proportional to makes this explicit.
An analytic source monomial in an additive renormalization-group transformation of free-energy density is resonant when its scaling degree equals the spatial dimension. The analytic background coefficient would require division by . On a branch with and , a particular nonanalytic background is : substituting , verifies the additive recursion exactly. Thus logarithms can be required even when the eliminated-mode source is analytic. This is distinct from marginal interaction running, which can create additional logarithmic corrections.
An infinite positive coupling coordinate can be studied through , with represented by . For example, with becomes , a smooth map at zero. This gives a well-defined boundary renormalization-group fixed point whose derivative in the reciprocal direction is zero. One should use this chart rather than substituting infinity into an ordinary finite-coordinate Jacobian.
Spin decimation sums over spins at selected lattice sites while retaining the others. For alternate-site elimination in a nearest-neighbour periodic chain of even length, the coarse spin-chain transfer matrix is , because its entry sums over the eliminated middle spin. Exact preservation requires keeping the scalar normalization as well as the entry ratios.
Checkerboard spin decimation retains one parity sublattice of a square-lattice Ising model and sums over the other. The retained primitive vectors are and , so the coarse lattice is again square with spacing . A rotation and length rescaling restore the original geometry. Every original nearest-neighbour bond joins the two parity classes, whereas a diagonal next-nearest-neighbour bond stays within one class.
For dimensionless nearest-neighbour coupling and diagonal coupling , the second cumulant in checkerboard decimation of the square-lattice Ising model generates for each pair of retained neighbours of an eliminated centre. A retained diagonal pair shares two centres, and an axial pair at distance shares one. The displayed two-coupling recursion neglects , , and , treating as order . Its finite nontrivial renormalization-group fixed point is . Higher orders generate additional operators, so the closure is a property of the truncation.
For the spin inversion symmetry parameterization with positive entries, spin decimation gives the same form with , and . Multiply by itself and divide by its entry to prove these ratios. The leftover scalar is an additive free-energy coupling; dropping it leaves normalized expectations unchanged but loses the full free energy.
The momentum-shell renormalization group splits a field into slow modes below and fast modes in , integrates out the fast modes, then rescales momenta and fields to restore the cutoff and kinetic normalization.
Integrate field modes with momenta between a fixed microscopic ultraviolet cutoff and a lower cutoff , retaining the modes below as backgrounds. The exact statistical Hamiltonian includes all generated interactions and field-independent constants. Integrating its retained modes reproduces the original partition function, so long-distance observables do not depend on the arbitrary intermediate cutoff. With sources retained, the corresponding coarse observables reproduce long-distance response and connected correlation functions. A local gradient expansion or a finite-coupling truncation is an additional approximation, rather than a consequence of cutoff independence. The momentum-shell construction is also explained in the Cambridge statistical field theory lecture notes.
For centered fast Fourier modes and , the two-fast-field vertex is . Its connected second cumulant uses , producing . Extracting the local zero-external-momentum quartic coefficient gives , where . At its sign makes weak positive quartic coupling marginally irrelevant for increasing length scale, after tuning the critical mass. This local truncation omits generated derivative and higher-order operators; it is not the exact complete finite-shell effective action.
For interaction , split into slow and fast Fourier modes, with a centered fast Gaussian measure. The first cumulant expansion term is by Wick theorem. The constant shifts the free energy, the quadratic term gives , and there is no gradient correction at this order. Rescaling gives and . The mass shift mixes thermal and quartic perturbations; the interacting critical tuning need not have zero bare mass.
For a centered shell Gaussian measure of a real scalar field with positive shell kernel , its Gaussian functional integral gives on the shell. Inverse Fourier transforms therefore yield . The kernel must be positive throughout the shell. Translation invariance makes the separation essential; a numerator involving alone is valid only with or if is redefined as the separation.
Splitting a scalar field into slow and fast components , the Wick contractions in generate . A vanishing bare quartic coupling is therefore not generally preserved by renormalization-group flow.
Writing the interaction as and averaging over the fast modes, which have a Gaussian distribution, gives the cumulant expansion . The second cumulant selects connected Feynman diagrams.
The engineering dimension of a field, parameter or operator is its dimension under the rescaling that leaves the quadratic theory invariant. Interactions can change it into a full scaling dimension.
An anomalous dimension is the interaction-generated difference between a full scaling dimension and its engineering dimension. For a scalar field, momentum-dependent self-energy corrections require wave-function renormalization and produce .
If , differentiating a renormalized -point function at fixed bare parameters gives . With this convention the field scaling dimension at a fixed point is its engineering dimension plus . The critical exponent for scalar two-point decay is .
Under a length blocking factor , a scalar scaling field transforms as . Its critical connected correlation function consequently decays as . Comparing with identifies the anomalous part of the field dimension. The uniform conjugate field has scaling exponent . Wave-function factors must be defined explicitly before assigning a sign to their logarithmic derivatives.
A renormalization-group flow is the trajectory of effective couplings as the observation scale changes.
A repulsive renormalization-group trajectory leaves a renormalization-group fixed point along its unstable manifold as the coarse-graining length increases. Its tangent directions are relevant operators. The critical surface is instead the stable manifold, whose irrelevant coordinates approach the critical fixed point after relevant fields are tuned. For a discrete step, relevance is determined by multipliers larger than one in magnitude, not merely by their being positive.
A renormalization-group fixed point is a set of couplings left unchanged by coarse-graining. It describes a scale-invariant theory.
An infrared fixed point attracts renormalization-group flows toward low energies or long distances. If it is interacting, it defines a nontrivial scale-invariant quantum or statistical field theory.
The stability matrix is the Jacobian of the beta functions at a renormalization-group fixed point. Its eigenvalues classify perturbations as relevant, irrelevant, or marginal.
The critical surface is the stable manifold of a critical renormalization-group fixed point. Tuning every relevant direction places a theory on this surface.
At the Gaussian fixed point all interaction couplings vanish and scaling dimensions follow from the quadratic theory.
For quadratic dispersion with no interacting anomalous dimension, the thermal and uniform-source scaling eigenvalues are and . The generic homogeneous singular free-energy density has and gap exponent . These Gaussian-model values below the upper critical dimension are not the exponents of an interacting scalar critical point.
A Gaussian determinant with effective dimension has a singular free-energy contribution proportional to after subtraction of cutoff-dependent analytic terms. When is a positive integer, a logarithm replaces the pure power. Differentiating the determinant sufficiently often gives a marginal momentum integral proportional to . For the anisotropic kernel , , so logarithms occur at . These qualify simple homogeneous-power formulas rather than changing the nominal scaling dimensions.
The Gaussian momentum-shell scaling has thermal eigenvalue and source eigenvalue . The formal homogeneous magnetization index is therefore . A free quadratic Hamiltonian alone does not possess a stable negative-mass ordered phase, so this index is not a claim of spontaneous magnetization in an unstabilized Gaussian integral. In , a quartic interaction is relevant at the Gaussian fixed point and changes the generic scalar critical behavior.
Two thermal derivatives of a regulated Gaussian determinant produce this integral. For , rescaling yields a divergent power and heat-capacity critical exponent . At four dimensions the singularity is logarithmic, with power exponent zero. Above four the leading heat capacity is a finite cutoff-dependent background; its leading bounded-power convention has exponent zero, although the background-subtracted singular Gaussian contribution retains the negative index . In a stable quartic theory the mean-field ordered free energy proportional to instead produces a heat-capacity jump. This is why a dangerously irrelevant coupling qualifies naive hyperscaling relation.
After integrating a free-field momentum shell, restore the cutoff with and . The gradient coefficient is invariant, the mass changes as , and a uniform conjugate field changes as . This follows by counting measure, derivative and field factors in the quadratic Hamiltonian. A nonuniform source instead obeys , with the source on the right projected onto the retained Fourier modes. The field has engineering dimension and zero anomalous dimension.
For a stable massive Gaussian field theory, a finite blocking step yields for free-energy density. The finite-step shell and measure terms are analytic backgrounds. Generic-dimension singular scaling is homogeneous after subtracting those backgrounds; resonances such as Gaussian free-energy logarithm at effective dimension two need additive logarithmic terms.
For a quadratic determinant in two effective momentum dimensions, differentiating the free-energy density with respect to the squared mass gives a term proportional to . Integration gives after subtracting analytic terms. Its thermal power index is still 1, but a strictly homogeneous pure-power expression misses this logarithm. It is a Gaussian determinant resonance, distinct from interaction-generated logarithms at an upper critical dimension.
Below four dimensions, the scalar quartic theory has an interacting Wilson-Fisher fixed point that controls the Ising universality class.
This is a particular fixed point of the renormalization group, governing the long-distance behavior of a critical phenomenon.
The scalar Wilson-Fisher fixed point is attractive within its critical surface, but has a relevant thermal direction. With , , and , its one-loop equations are and . Their stability matrix at and has the displayed eigenvalues. Thus an unrestricted claim of infrared attraction is false: the bare mass must be tuned to the critical surface.
The model has an -component real field and an orthogonal group symmetry. Its standard Landau-Ginzburg interaction is ; below the upper critical dimension its continuous transition is governed by an Wilson-Fisher fixed point.
The epsilon expansion computes critical quantities perturbatively in below an upper critical dimension . For scalar quartic theory, and the Wilson-Fisher fixed point coupling is of order .
The quartic interaction includes the Gaussian fixed point, single and double Ising model Wilson-Fisher fixed points, and an O(N) model fixed point with . A rotation of two decoupled identical Ising models produces a second coordinate representation of their renormalization-group fixed point.
The orthogonal transformation takes to . These are the same two decoupled Ising models expressed in rotated fields.
The relevance of a perturbation is determined by the eigenvalue of its dimensionless coupling under linearized renormalization-group flow. Positive, negative and zero eigenvalues define relevant, irrelevant and marginal perturbations, respectively.
An operator is relevant at a fixed point when its coupling has positive renormalization-group eigenvalue. Its dimensionless coupling grows under coarse-graining and drives the theory away from the fixed point unless tuned.
A perturbation of a renormalization-group fixed point is relevant if it grows as the coarse-graining length increases. For a continuous flow , an eigenvector of the linearized matrix with eigenvalue grows as ; a positive real part is relevant, a negative real part is irrelevant and a zero real part requires nonlinear analysis. For a discrete transformation with length factor , its Jacobian matrix multiplier instead gives : is relevant, is irrelevant and requires nonlinear analysis. For a positive multiplier the scaling exponent is . Thus a positive discrete eigenvalue smaller than one is an irrelevant operator direction, while the sign criterion belongs to the continuous generator.
A discrete renormalization group with length factor and positive relevant thermal multiplier sends to and the correlation length to . Combining this with gives the displayed correlation-length critical exponent. The corresponding scaling dimension is . Relevance of discrete multipliers is determined by magnitude relative to one, unlike the sign criterion for continuous-flow eigenvalues.
An operator is irrelevant at a fixed point when its coupling has negative renormalization-group eigenvalue. Its dimensionless coupling decreases under coarse-graining.
An operator is marginal at linear order when its coupling has zero renormalization-group eigenvalue. Nonlinear terms in its renormalization-group beta function determine whether it is marginally relevant, marginally irrelevant, or exactly marginal.
Systems belong to one universality class when their long-distance renormalization-group flows approach the same fixed point.
Under the scaling hypothesis for critical phenomena, at zero field. The common free-energy and thermal metric factors cancel from , leaving a property of the universality class. This concerns the singular part at equal , not the ratio of full free energies including arbitrary analytic identity terms. Matching constants in belong to the same scaling solution and cannot be assigned independently.
When the singular free-energy density has , the same thermal and free-energy metric factors multiply the singular heat capacity above and below the critical point. Their ratio cancels these factors and depends only on the normalized scaling functions of the universality class. This statement concerns singular amplitudes, not regular heat-capacity backgrounds, and needs separate treatment at logarithmic resonances or zero amplitudes. Branch matching constants belong to the fixed-point scaling functions and cannot be chosen as independent nonuniversal parameters.
Ordinary short-range independent bond percolation and site percolation on regular lattices of the same spatial dimension are expected to share their percolation critical exponents and large-scale limiting behavior. Their percolation critical probabilities can differ. Long-range or correlated models can lie in a different universality class. A theorem for one lattice alone does not establish this transfer.
An irrelevant coupling is dangerously irrelevant when setting it to zero makes a scaling function singular or removes the term needed to stabilize the ordered phase.

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The renormalization group (RG) is a mathematical and conceptual framework used in theoretical physics to study changes in a physical system as one looks at it at different scales. It is particularly prominent in quantum field theory, statistical mechanics, and condensed matter physics. The central idea behind the RG is that the properties of a system can change when one changes the scale at which one observes it.