Renormalization and regularization




Quantum field theory

Feynman diagram

History









In quantum field theory, the statistical mechanics of fields, and the theory of selfsimilar geometric structures, renormalization is any of a collection of techniques used to treat infinities arising in calculated quantities.
Renormalization specifies relationships between parameters in the theory when the parameters describing large distance scales differ from the parameters describing small distances. Physically, the pileup of contributions from an infinity of scales involved in a problem may then result in infinities. When describing space and time as a continuum, certain statistical and quantum mechanical constructions are ill defined. To define them, this continuum limit, the removal of the "construction scaffolding" of lattices at various scales, has to be taken carefully, as detailed below.
Renormalization was first developed in quantum electrodynamics (QED) to make sense of infinite integrals in perturbation theory. Initially viewed as a suspect provisional procedure even by some of its originators, renormalization eventually was embraced as an important and selfconsistent actual mechanism of scale physics in several fields of physics and mathematics. Today, the point of view has shifted: on the basis of the breakthrough renormalization group insights of Kenneth Wilson, the focus is on variation of physical quantities across contiguous scales, while distant scales are related to each other through "effective" descriptions. All scales are linked in a broadly systematic way, and the actual physics pertinent to each is extracted with the suitable specific computational techniques appropriate for each.
Contents

Selfinteractions in classical physics 1

Divergences in quantum electrodynamics 2

Renormalized and bare quantities 3

Renormalization in QED 3.1

Running couplings 3.2

Regularization 4

Zeta function regularization 4.1

Attitudes and interpretation 5

Renormalizability 6

Renormalization schemes 7

Application in statistical physics 8

See also 9

References 10

Further reading 11

General introduction 11.1

Mainly: quantum field theory 11.2

Mainly: statistical physics 11.3

Miscellaneous 11.4
Selfinteractions in classical physics
Figure 1. Renormalization in quantum electrodynamics: The simple electron/photon interaction that determines the electron's charge at one renormalization point is revealed to consist of more complicated interactions at another.
The problem of infinities first arose in the classical electrodynamics of point particles in the 19th and early 20th century.
The mass of a charged particle should include the massenergy in its electrostatic field (Electromagnetic mass). Assume that the particle is a charged spherical shell of radius r_{e}. The massenergy in the field is

m_\mathrm{em} = \int {1\over 2}E^2 \, dV = \int_{r_e}^{\infty} \frac{1}{2} \left( {q\over 4\pi r^2} \right)^2 4\pi r^2 \, dr = {q^2 \over 8\pi r_e},
which becomes infinite as r_{e} → 0. This implies that the point particle would have infinite inertia, making it unable to be accelerated. Incidentally, the value of r_{e} that makes m_{\mathrm{em}} equal to the electron mass is called the classical electron radius, which (setting q = e and restoring factors of c and \varepsilon_0) turns out to be

r_e = {e^2 \over 4\pi\varepsilon_0 m_{\mathrm{e}} c^2} = \alpha {\hbar\over m_{\mathrm{e}} c} \approx 2.8 \times 10^{15}\ \mathrm{m}.
where \alpha \approx 1/137 is the fine structure constant, and \hbar/m_{\mathrm{e}} c is the Compton wavelength of the electron.
The total effective mass of a spherical charged particle includes the actual bare mass of the spherical shell (in addition to the aforementioned mass associated with its electric field). If the shell's bare mass is allowed to be negative, it might be possible to take a consistent point limit. This was called renormalization, and Lorentz and Abraham attempted to develop a classical theory of the electron this way. This early work was the inspiration for later attempts at regularization and renormalization in quantum field theory.
When calculating the electromagnetic interactions of charged particles, it is tempting to ignore the backreaction of a particle's own field on itself. But this back reaction is necessary to explain the friction on charged particles when they emit radiation. If the electron is assumed to be a point, the value of the backreaction diverges, for the same reason that the mass diverges, because the field is inversesquare.
The Abraham–Lorentz theory had a noncausal "preacceleration". Sometimes an electron would start moving before the force is applied. This is a sign that the point limit is inconsistent.
The trouble was worse in classical field theory than in quantum field theory, because in quantum field theory a charged particle experiences Zitterbewegung due to interference with virtual particleantiparticle pairs, thus effectively smearing out the charge over a region comparable to the Compton wavelength. In quantum electrodynamics at small coupling the electromagnetic mass only diverges as the logarithm of the radius of the particle.
Divergences in quantum electrodynamics
Figure 2. A diagram contributing to electronelectron scattering in QED. The loop has an ultraviolet divergence.
Vacuum polarization, a.k.a. charge screening. This loop has a logarithmic ultraviolet divergence.
Self energy diagram in QED.
When developing quantum electrodynamics in the 1930s, Max Born, Werner Heisenberg, Pascual Jordan, and Paul Dirac discovered that in perturbative calculations many integrals were divergent.
One way of describing the divergences was discovered in the 1930s by Ernst Stueckelberg, in the 1940s by Julian Schwinger, Richard Feynman, and Shin'ichiro Tomonaga, and systematized by Freeman Dyson. The divergences appear in calculations involving Feynman diagrams with closed loops of virtual particles in them.
While virtual particles obey conservation of energy and momentum, they can have any energy and momentum, even one that is not allowed by the relativistic energymomentum relation for the observed mass of that particle. (That is, E^2p^2 is not necessarily the mass of the particle in that process (e.g. for a photon it could be nonzero).) Such a particle is called offshell. When there is a loop, the momentum of the particles involved in the loop is not uniquely determined by the energies and momenta of incoming and outgoing particles. A variation in the energy of one particle in the loop must be balanced by an equal and opposite variation in the energy of another particle in the loop. So to find the amplitude for the loop process one must integrate over all possible combinations of energy and momentum that could travel around the loop.
These integrals are often divergent, that is, they give infinite answers. The divergences which are significant are the "ultraviolet" (UV) ones. An ultraviolet divergence can be described as one which comes from

the region in the integral where all particles in the loop have large energies and momenta.

very short wavelengths and high frequencies fluctuations of the fields, in the path integral for the field.

Very short propertime between particle emission and absorption, if the loop is thought of as a sum over particle paths.
So these divergences are shortdistance, shorttime phenomena.
There are exactly three oneloop divergent loop diagrams in quantum electrodynamics:^{[1]}

a photon creates a virtual electronpositron pair which then annihilates, this is a vacuum polarization diagram.

an electron which quickly emits and reabsorbs a virtual photon, called a selfenergy.

An electron emits a photon, emits a second photon, and reabsorbs the first. This process is shown in figure 2, and it is called a vertex renormalization. The Feynman diagram for this is also called a penguin diagram due to its shape remotely resembling a penguin (with the initial and final state electrons as the arms and legs, the second photon as the body and the first looping photon as the head).
The three divergences correspond to the three parameters in the theory:

the field normalization Z.

the mass of the electron.

the charge of the electron.
A second class of divergence, called an infrared divergence, is due to massless particles, like the photon. Every process involving charged particles emits infinitely many coherent photons of infinite wavelength, and the amplitude for emitting any finite number of photons is zero. For photons, these divergences are well understood. For example, at the 1loop order, the vertex function has both ultraviolet and infrared divergences. In contrast to the ultraviolet divergence, the infrared divergence does not require the renormalization of a parameter in the theory. The infrared divergence of the vertex diagram is removed by including a diagram similar to the vertex diagram with the following important difference: the photon connecting the two legs of the electron is cut and replaced by two on shell (i.e. real) photons whose wavelengths tend to infinity; this diagram is equivalent to the bremsstrahlung process. This additional diagram must be included because there is no physical way to distinguish a zeroenergy photon flowing through a loop as in the vertex diagram and zeroenergy photons emitted through bremsstrahlung. From a mathematical point of view the IR divergences can be regularized by assuming fractional differentiation with respect to a parameter, for example

\left (p^{2}a^{2} \right )^{\frac{1}{2}}
is well defined at p = a but is UV divergent, if we take the 3/2th fractional derivative with respect to −a^{2} we obtain the IR divergence

\frac{1}{p^{2}a^{2}},
so we can cure IR divergences by turning them into UV divergences.
A loop divergence
The diagram in Figure 2 shows one of the several oneloop contributions to electronelectron scattering in QED. The electron on the left side of the diagram, represented by the solid line, starts out with fourmomentum p^{μ} and ends up with fourmomentum r^{μ}. It emits a virtual photon carrying r^{μ} − p^{μ} to transfer energy and momentum to the other electron. But in this diagram, before that happens, it emits another virtual photon carrying fourmomentum q^{μ}, and it reabsorbs this one after emitting the other virtual photon. Energy and momentum conservation do not determine the fourmomentum q^{μ} uniquely, so all possibilities contribute equally and we must integrate.
This diagram's amplitude ends up with, among other things, a factor from the loop of

ie^3 \int \frac{d^4 q}{(2\pi)^4} \gamma^\mu \frac{i (\gamma^\alpha (rq)_\alpha + m)}{(rq)^2  m^2 + i \epsilon} \gamma^\rho \frac{i (\gamma^\beta (pq)_\beta + m)}{(pq)^2  m^2 + i \epsilon} \gamma^\nu \frac{i g_{\mu\nu}}{q^2 + i\epsilon }
The various γ^{μ} factors in this expression are gamma matrices as in the covariant formulation of the Dirac equation; they have to do with the spin of the electron. The factors of e are the electric coupling constant, while the i\epsilon provide a heuristic definition of the contour of integration around the poles in the space of momenta. The important part for our purposes is the dependency on q^{μ} of the three big factors in the integrand, which are from the propagators of the two electron lines and the photon line in the loop.
This has a piece with two powers of q^{μ} on top that dominates at large values of q^{μ} (Pokorski 1987, p. 122):

e^3 \gamma^\mu \gamma^\alpha \gamma^\rho \gamma^\beta \gamma_\mu \int \frac{d^4 q}{(2\pi)^4} \frac{q_\alpha q_\beta}{(rq)^2 (pq)^2 q^2}
This integral is divergent, and infinite unless we cut it off at finite energy and momentum in some way.
Similar loop divergences occur in other quantum field theories.
Renormalized and bare quantities
The solution was to realize that the quantities initially appearing in the theory's formulae (such as the formula for the Lagrangian), representing such things as the electron's electric charge and mass, as well as the normalizations of the quantum fields themselves, did not actually correspond to the physical constants measured in the laboratory. As written, they were bare quantities that did not take into account the contribution of virtualparticle loop effects to the physical constants themselves. Among other things, these effects would include the quantum counterpart of the electromagnetic backreaction that so vexed classical theorists of electromagnetism. In general, these effects would be just as divergent as the amplitudes under study in the first place; so finite measured quantities would in general imply divergent bare quantities.
In order to make contact with reality, then, the formulae would have to be rewritten in terms of measurable, renormalized quantities. The charge of the electron, say, would be defined in terms of a quantity measured at a specific kinematic renormalization point or subtraction point (which will generally have a characteristic energy, called the renormalization scale or simply the energy scale). The parts of the Lagrangian left over, involving the remaining portions of the bare quantities, could then be reinterpreted as counterterms, involved in divergent diagrams exactly canceling out the troublesome divergences for other diagrams.
Renormalization in QED
Figure 3. The vertex corresponding to the Z_{1} counterterm cancels the divergence in Figure 2.
For example, in the Lagrangian of QED

\mathcal{L}=\bar\psi_B\left[i\gamma_\mu \left (\partial^\mu + ie_BA_B^\mu \right )m_B\right]\psi_B \frac{1}{4}F_{B\mu\nu}F_B^{\mu\nu}
the fields and coupling constant are really bare quantities, hence the subscript B above. Conventionally the bare quantities are written so that the corresponding Lagrangian terms are multiples of the renormalized ones:

\left(\bar\psi m \psi\right)_B = Z_0 \bar\psi m \psi

\left(\bar\psi\left(\partial^\mu + ieA^\mu \right )\psi\right)_B = Z_1 \bar\psi \left (\partial^\mu + ieA^\mu \right)\psi

\left(F_{\mu\nu}F^{\mu\nu}\right)_B = Z_3\, F_{\mu\nu}F^{\mu\nu}.
Gauge invariance, via a Ward–Takahashi identity, turns out to imply that we can renormalize the two terms of the covariant derivative piece

\bar \psi (\partial + ieA) \psi
together (Pokorski 1987, p. 115), which is what happened to Z_{2}; it is the same as Z_{1}.
A term in this Lagrangian, for example, the electronphoton interaction pictured in Figure 1, can then be written

\mathcal{L}_I = e \bar\psi \gamma_\mu A^\mu \psi  (Z_1  1) e \bar\psi \gamma_\mu A^\mu \psi
The physical constant e, the electron's charge, can then be defined in terms of some specific experiment; we set the renormalization scale equal to the energy characteristic of this experiment, and the first term gives the interaction we see in the laboratory (up to small, finite corrections from loop diagrams, providing such exotica as the highorder corrections to the magnetic moment). The rest is the counterterm. If the theory is renormalizable (see below for more on this), as it is in QED, the divergent parts of loop diagrams can all be decomposed into pieces with three or fewer legs, with an algebraic form that can be canceled out by the second term (or by the similar counterterms that come from Z_{0} and Z_{3}).
The diagram with the Z_{1} counterterm's interaction vertex placed as in Figure 3 cancels out the divergence from the loop in Figure 2.
Historically, the splitting of the "bare terms" into the original terms and counterterms came before the renormalization group insights^{[2]} due to Kenneth Wilson. According to such renormalization group insights, detailed in the next section, this splitting is unnatural and actually unphysical, as all scales of the problem enter in systematic continuous ways.
Running couplings
To minimize the contribution of loop diagrams to a given calculation (and therefore make it easier to extract results), one chooses a renormalization point close to the energies and momenta actually exchanged in the interaction. However, the renormalization point is not itself a physical quantity: the physical predictions of the theory, calculated to all orders, should in principle be independent of the choice of renormalization point, as long as it is within the domain of application of the theory. Changes in renormalization scale will simply affect how much of a result comes from Feynman diagrams without loops, and how much comes from the leftover finite parts of loop diagrams. One can exploit this fact to calculate the effective variation of physical constants with changes in scale. This variation is encoded by betafunctions, and the general theory of this kind of scaledependence is known as the renormalization group.
Colloquially, particle physicists often speak of certain physical "constants" as varying with the energy of an interaction, though in fact it is the renormalization scale that is the independent quantity. This running does, however, provide a convenient means of describing changes in the behavior of a field theory under changes in the energies involved in an interaction. For example, since the coupling in quantum chromodynamics becomes small at large energy scales, the theory behaves more like a free theory as the energy exchanged in an interaction becomes large, a phenomenon known as asymptotic freedom. Choosing an increasing energy scale and using the renormalization group makes this clear from simple Feynman diagrams; were this not done, the prediction would be the same, but would arise from complicated highorder cancellations.
For example,

I=\int_0^a \frac{1}{z}\,dz\int_0^b \frac{1}{z}\,dz=\ln a\ln b\ln 0 +\ln 0
is ill defined.
To eliminate the divergence, simply change lower limit of integral into ε_{a} and ε_{b}:

I=\ln a\ln b\ln{\varepsilon_a}+\ln{\varepsilon_b} = \ln \tfrac{a}{b}  \ln \tfrac{\varepsilon_b}{\varepsilon_a}
Making sure ε_{b}/ε_{a} → 1, then I = ln a/b.
Regularization
Since the quantity ∞ − ∞ is illdefined, in order to make this notion of canceling divergences precise, the divergences first have to be tamed mathematically using the theory of limits, in a process known as regularization (Weinberg, 1995).
An essentially arbitrary modification to the loop integrands, or regulator, can make them drop off faster at high energies and momenta, in such a manner that the integrals converge. A regulator has a characteristic energy scale known as the cutoff; taking this cutoff to infinity (or, equivalently, the corresponding length/time scale to zero) recovers the original integrals.
With the regulator in place, and a finite value for the cutoff, divergent terms in the integrals then turn into finite but cutoffdependent terms. After canceling out these terms with the contributions from cutoffdependent counterterms, the cutoff is taken to infinity and finite physical results recovered. If physics on scales we can measure is independent of what happens at the very shortest distance and time scales, then it should be possible to get cutoffindependent results for calculations.
Many different types of regulator are used in quantum field theory calculations, each with its advantages and disadvantages. One of the most popular in modern use is dimensional regularization, invented by Gerardus 't Hooft and Martinus J. G. Veltman,^{[3]} which tames the integrals by carrying them into a space with a fictitious fractional number of dimensions. Another is Pauli–Villars regularization, which adds fictitious particles to the theory with very large masses, such that loop integrands involving the massive particles cancel out the existing loops at large momenta.
Yet another regularization scheme is the Lattice regularization, introduced by Kenneth Wilson, which pretends that our spacetime is constructed by hypercubical lattice with fixed grid size. This size is a natural cutoff for the maximal momentum that a particle could possess when propagating on the lattice. And after doing calculation on several lattices with different grid size, the physical result is extrapolated to grid size 0, or our natural universe. This presupposes the existence of a scaling limit.
A rigorous mathematical approach to renormalization theory is the socalled causal perturbation theory, where ultraviolet divergences are avoided from the start in calculations by performing welldefined mathematical operations only within the framework of distribution theory. The disadvantage of the method is the fact that the approach is quite technical and requires a high level of mathematical knowledge.
Zeta function regularization
Julian Schwinger discovered a relationship between zeta function regularization and renormalization, using the asymptotic relation:

I(n, \Lambda )= \int_0^{\Lambda }dp\,p^n \sim 1+2^n+3^n+\cdots+ \Lambda^n \to \zeta(n)
as the regulator Λ → ∞. Based on this, he considered using the values of ζ(−n) to get finite results. Although he reached inconsistent results, an improved formula studied by Hartle, J. Garcia, and based on the works by E. Elizalde includes the technique of the zeta regularization algorithm

I(n, \Lambda) = \frac{n}{2}I(n1, \Lambda) + \zeta(n)  \sum_{r=1}^{\infty}\frac{B_{2r}}{(2r)!} a_{n,r}(n2r+1) I(n2r, \Lambda),
where the B's are the Bernoulli numbers and

a_{n,r}= \frac{\Gamma(n+1)}{\Gamma(n2r+2)}.
So every I(m, Λ) can be written as a linear combination of ζ(−1), ζ(−3), ζ(−5), ..., ζ(−m).
Or simply using Abel–Plana formula we have for every divergent integral:

\zeta(m, \beta )\frac{\beta ^{m}}{2}i\int_ 0 ^{\infty}dt \frac{ (it+\beta)^{m}(it+\beta)^{m}}{e^{2 \pi t}1}=\int_0^\infty dp \, (p+\beta)^m
valid when m > 0, Here the zeta function is Hurwitz zeta function and Beta is a positive real number.
The "geometric" analogy is given by, (if we use rectangle method) to evaluate the integral so:

\int_0^\infty dx \, (\beta +x)^m \approx \sum_{n=0}^\infty h^{m+1} \zeta \left( \beta h^{1} , m \right)
Using Hurwitz zeta regularization plus the rectangle method with step h (not to be confused with Planck's constant).
The logarithmic divergent integral has the regularization

\sum_{n=0}^{\infty} \frac{1}{n+a}=  \psi (a)
For multiloop integrals that will depend on several variables k_1, \cdots, k_n we can make a change of variables to polar coordinates and then replace the integral over the angles \int d \Omega by a sum so we have only a divergent integral, that will depend on the modulus r^2 = k_1^2 +\cdots+k_n^2 and then we can apply the zeta regularization algorithm, the main idea for multiloop integrals is to replace the factor F(q_1,\cdots,q_n) after a change to hyperspherical coordinates F(r, Ω) so the UV overlapping divergences are encoded in variable r. In order to regularize these integrals one needs a regulator, for the case of multiloop integrals, these regulator can be taken as

\left (1+ \sqrt q_{i}q^{i} \right )^{s}
so the multiloop integral will converge for big enough s using the Zeta regularization we can analytic continue the variable s to the physical limit where s = 0 and then regularize any UV integral, by replacing a divergent integral by a linear combination of divergent series, which can be regularized in terms of the negative values of the Riemann zeta function ζ(−m).
Attitudes and interpretation
The early formulators of QED and other quantum field theories were, as a rule, dissatisfied with this state of affairs. It seemed illegitimate to do something tantamount to subtracting infinities from infinities to get finite answers.
Freeman Dyson argued that these infinities are of a basic nature and cannot be eliminated by any formal mathematical procedures, such as the renormalization method.^{[4]}^{[5]}
Dirac's criticism was the most persistent.^{[6]} As late as 1975, he was saying:^{[7]}

Most physicists are very satisfied with the situation. They say: 'Quantum electrodynamics is a good theory and we do not have to worry about it any more.' I must say that I am very dissatisfied with the situation, because this socalled 'good theory' does involve neglecting infinities which appear in its equations, neglecting them in an arbitrary way. This is just not sensible mathematics. Sensible mathematics involves neglecting a quantity when it is small – not neglecting it just because it is infinitely great and you do not want it!
Another important critic was Feynman. Despite his crucial role in the development of quantum electrodynamics, he wrote the following in 1985:^{[8]}

The shell game that we play ... is technically called 'renormalization'. But no matter how clever the word, it is still what I would call a dippy process! Having to resort to such hocuspocus has prevented us from proving that the theory of quantum electrodynamics is mathematically selfconsistent. It's surprising that the theory still hasn't been proved selfconsistent one way or the other by now; I suspect that renormalization is not mathematically legitimate.
While Dirac's criticism was based on the procedure of renormalization itself, Feynman's criticism was very different. Feynman was concerned that all field theories known in the 1960s had the property that the interactions become infinitely strong at short enough distance scales. This property, called a Landau pole, made it plausible that quantum field theories were all inconsistent. In 1974, Gross, Politzer and Wilczek showed that another quantum field theory, quantum chromodynamics, does not have a Landau pole. Feynman, along with most others, accepted that QCD was a fully consistent theory.
The general unease was almost universal in texts up to the 1970s and 1980s. Beginning in the 1970s, however, inspired by work on the renormalization group and effective field theory, and despite the fact that Dirac and various others—all of whom belonged to the older generation—never withdrew their criticisms, attitudes began to change, especially among younger theorists. Kenneth G. Wilson and others demonstrated that the renormalization group is useful in statistical field theory applied to condensed matter physics, where it provides important insights into the behavior of phase transitions. In condensed matter physics, a physical shortdistance regulator exists: matter ceases to be continuous on the scale of atoms. Shortdistance divergences in condensed matter physics do not present a philosophical problem, since the field theory is only an effective, smoothedout representation of the behavior of matter anyway; there are no infinities since the cutoff is actually always finite, and it makes perfect sense that the bare quantities are cutoffdependent.
If QFT holds all the way down past the Planck length (where it might yield to string theory, causal set theory or something different), then there may be no real problem with shortdistance divergences in particle physics either; all field theories could simply be effective field theories. In a sense, this approach echoes the older attitude that the divergences in QFT speak of human ignorance about the workings of nature, but also acknowledges that this ignorance can be quantified and that the resulting effective theories remain useful.
Be that as it may, Salam's remark ^{[9]} in 1972 seems still relevant

Fieldtheoretic infinities first encountered in Lorentz's computation of electron have persisted in classical electrodynamics for seventy and in quantum electrodynamics for some thirtyfive years. These long years of frustration have left in the subject a curious affection for the infinities and a passionate belief that they are an inevitable part of nature; so much so that even the suggestion of a hope that they may after all be circumvented — and finite values for the renormalization constants computed — is considered irrational. Compare p.221:
[10]


In the modern world, if communities are unhappy, it is often because they have ignorances, habits, beliefs, and passions, which are dearer to them than happiness or even life. I find many men in our dangerous age who seem to be in love with misery and death, and who grow angry when hopes are suggested to them. They think hope is irrational and that, in sitting down to lazy despair, they are merely facing facts.
In QFT, the value of a physical constant, in general, depends on the scale that one chooses as the renormalization point, and it becomes very interesting to examine the renormalization group running of physical constants under changes in the energy scale. The coupling constants in the Standard Model of particle physics vary in different ways with increasing energy scale: the coupling of quantum chromodynamics and the weak isospin coupling of the electroweak force tend to decrease, and the weak hypercharge coupling of the electroweak force tends to increase. At the colossal energy scale of 10^{15} GeV (far beyond the reach of our current particle accelerators), they all become approximately the same size (Grotz and Klapdor 1990, p. 254), a major motivation for speculations about grand unified theory. Instead of being only a worrisome problem, renormalization has become an important theoretical tool for studying the behavior of field theories in different regimes.
If a theory featuring renormalization (e.g. QED) can only be sensibly interpreted as an effective field theory, i.e. as an approximation reflecting human ignorance about the workings of nature, then the problem remains of discovering a more accurate theory that does not have these renormalization problems. As Lewis Ryder has put it, "In the Quantum Theory, these [classical] divergences do not disappear; on the contrary, they appear to get worse. And despite the comparative success of renormalisation theory the feeling remains that there ought to be a more satisfactory way of doing things."^{[11]}
Renormalizability
From this philosophical reassessment a new concept follows naturally: the notion of renormalizability. Not all theories lend themselves to renormalization in the manner described above, with a finite supply of counterterms and all quantities becoming cutoffindependent at the end of the calculation. If the Lagrangian contains combinations of field operators of high enough dimension in energy units, the counterterms required to cancel all divergences proliferate to infinite number, and, at first glance, the theory would seem to gain an infinite number of free parameters and therefore lose all predictive power, becoming scientifically worthless. Such theories are called nonrenormalizable.
The Standard Model of particle physics contains only renormalizable operators, but the interactions of general relativity become nonrenormalizable operators if one attempts to construct a field theory of quantum gravity in the most straightforward manner (treating the metric in the EinsteinHilbert Lagrangian as a perturbation about the Minkowski metric), suggesting that perturbation theory is useless in application to quantum gravity.
However, in an effective field theory, "renormalizability" is, strictly speaking, a misnomer. In a nonrenormalizable effective field theory, terms in the Lagrangian do multiply to infinity, but have coefficients suppressed by evermoreextreme inverse powers of the energy cutoff. If the cutoff is a real, physical quantity—if, that is, the theory is only an effective description of physics up to some maximum energy or minimum distance scale—then these extra terms could represent real physical interactions. Assuming that the dimensionless constants in the theory do not get too large, one can group calculations by inverse powers of the cutoff, and extract approximate predictions to finite order in the cutoff that still have a finite number of free parameters. It can even be useful to renormalize these "nonrenormalizable" interactions.
Nonrenormalizable interactions in effective field theories rapidly become weaker as the energy scale becomes much smaller than the cutoff. The classic example is the Fermi theory of the weak nuclear force, a nonrenormalizable effective theory whose cutoff is comparable to the mass of the W particle. This fact may also provide a possible explanation for why almost all of the particle interactions we see are describable by renormalizable theories. It may be that any others that may exist at the GUT or Planck scale simply become too weak to detect in the realm we can observe, with one exception: gravity, whose exceedingly weak interaction is magnified by the presence of the enormous masses of stars and planets.
Renormalization schemes
In actual calculations, the counterterms introduced to cancel the divergences in Feynman diagram calculations beyond tree level must be fixed using a set of renormalization conditions. The common renormalization schemes in use include:
Application in statistical physics
As mentioned in the introduction, the methods of renormalization have been applied to Statistical Physics, namely to the problems of the critical behaviour near secondorder phase transitions, in particular at fictitious spatial dimensions just below the number of 4, where the abovementioned methods could even be sharpened (i.e., instead of "renormalizability" one gets "superrenormalizability"), which allowed extrapolation to the real spatial dimensionality for phase transitions, 3. Details can be found in the book of ZinnJustin, mentioned below.
For the discovery of these unexpected applications, and working out the details, in 1982 the physics Nobel prize was awarded to Kenneth G. Wilson.
See also
References

^ See ch. 10 of "An Introduction To Quantum Field Theory", Michael E. Peskin And Daniel V. Schroeder, Sarat Book House, 2005

^ K.G. Wilson (1975), "The renormalization group: critical phenomena and the Kondo problem", Rev. Mod. Phys. 47, 4, 773.

^ 't Hooft, G.; Veltman, M. (1972). "Regularization and renormalization of gauge fields". Nuclear Physics B 44: 189.

^ F. J. Dyson, Phys. Rev. 85 (1952) 631.

^ A. W. Stern, Science 116 (1952) 493.

^ P.A.M. Dirac, "The Evolution of the Physicist's Picture of Nature," in Scientific American, May 1963, p. 53.

^ Kragh, Helge; Dirac: A scientific biography, CUP 1990, p. 184

^ Feynman, Richard P. ; QED, The Strange Theory of Light and Matter, Penguin 1990, p. 128

^ C.J.Isham, A.Salam and J.Strathdee, `Infinity Suppression Gravity Modified Quantum Electrodynamics,' Phys. Rev. D5, 2548 (1972)

^ Russell, Bertrand. The Autobiography of Bertrand Russell: The Final Years, 19441969 (Bantam Books, 1970)

^ Ryder, Lewis. Quantum Field Theory, page 390 (Cambridge University Press 1996).
Further reading
General introduction

Delamotte, Bertrand ; A hint of renormalization, American Journal of Physics 72 (2004) pp. 170–184. Beautiful elementary introduction to the ideas, no prior knowledge of field theory being necessary. Full text available at: hepth/0212049

Baez, John ; Renormalization Made Easy, (2005). A qualitative introduction to the subject.

Blechman, Andrew E. ; Renormalization: Our Greatly Misunderstood Friend, (2002). Summary of a lecture; has more information about specific regularization and divergencesubtraction schemes.

Cao, Tian Yu & Schweber, Silvan S. ; The Conceptual Foundations and the Philosophical Aspects of Renormalization Theory, Synthese, 97(1) (1993), 33–108.

Shirkov, Dmitry ; Fifty Years of the Renormalization Group, C.E.R.N. Courrier 41(7) (2001). Full text available at : I.O.P Magazines.

E. Elizalde ; Zeta regularization techniques with Applications.
Mainly: quantum field theory

N. N. Bogoliubov, D. V. Shirkov (1959): The Theory of Quantized Fields. New York, Interscience. The first textbook on the renormalization group theory.

Ryder, Lewis H. ; Quantum Field Theory (Cambridge University Press, 1985), ISBN 052133859X Highly readable textbook, certainly the best introduction to relativistic Q.F.T. for particle physics.

Zee, Anthony ; Quantum Field Theory in a Nutshell, Princeton University Press (2003) ISBN 0691010196. Another excellent textbook on Q.F.T.

Weinberg, Steven ; The Quantum Theory of Fields (3 volumes) Cambridge University Press (1995). A monumental treatise on Q.F.T. written by a leading expert, Nobel laureate 1979.

Pokorski, Stefan ; Gauge Field Theories, Cambridge University Press (1987) ISBN 0521478162.

't Hooft, Gerard ; The Glorious Days of Physics – Renormalization of Gauge theories, lecture given at Erice (August/September 1998) by the Nobel laureate 1999 . Full text available at: hepth/9812203.

Rivasseau, Vincent ; An introduction to renormalization, Poincaré Seminar (Paris, Oct. 12, 2002), published in : Duplantier, Bertrand; Rivasseau, Vincent (Eds.) ; Poincaré Seminar 2002, Progress in Mathematical Physics 30, Birkhäuser (2003) ISBN 3764305797. Full text available in PostScript.

Rivasseau, Vincent ; From perturbative to constructive renormalization, Princeton University Press (1991) ISBN 0691085307. Full text available in PostScript.

Iagolnitzer, Daniel & Magnen, J. ; Renormalization group analysis, Encyclopaedia of Mathematics, Kluwer Academic Publisher (1996). Full text available in PostScript and pdf here.

Scharf, Günter; Finite quantum electrodynamics: The causal approach, Springer Verlag Berlin Heidelberg New York (1995) ISBN 3540601422.

A. S. Švarc (Albert Schwarz), Математические основы квантовой теории поля, (Mathematical aspects of quantum field theory), Atomizdat, Moscow, 1975. 368 pp.
Mainly: statistical physics

A. N. Vasil'ev The Field Theoretic Renormalization Group in Critical Behavior Theory and Stochastic Dynamics (Routledge Chapman & Hall 2004); ISBN 9780415310024

Nigel Goldenfeld ; Lectures on Phase Transitions and the Renormalization Group, Frontiers in Physics 85, Westview Press (June, 1992) ISBN 0201554097. Covering the elementary aspects of the physics of phases transitions and the renormalization group, this popular book emphasizes understanding and clarity rather than technical manipulations.

ZinnJustin, Jean ; Quantum Field Theory and Critical Phenomena, Oxford University Press (4th edition – 2002) ISBN 0198509235. A masterpiece on applications of renormalization methods to the calculation of critical exponents in statistical mechanics, following Wilson's ideas (Kenneth Wilson was Nobel laureate 1982).

ZinnJustin, Jean ; Phase Transitions & Renormalization Group: from Theory to Numbers, Poincaré Seminar (Paris, Oct. 12, 2002), published in : Duplantier, Bertrand; Rivasseau, Vincent (Eds.) ; Poincaré Seminar 2002, Progress in Mathematical Physics 30, Birkhäuser (2003) ISBN 3764305797. Full text available in PostScript.

Domb, Cyril ; The Critical Point: A Historical Introduction to the Modern Theory of Critical Phenomena, CRC Press (March, 1996) ISBN 074840435X.

Brown, Laurie M. (Ed.) ; Renormalization: From Lorentz to Landau (and Beyond), SpringerVerlag (New York1993) ISBN 0387979336.

Cardy, John ; Scaling and Renormalization in Statistical Physics, Cambridge University Press (1996) ISBN 0521499593.
Miscellaneous

Shirkov, Dmitry ; The Bogoliubov Renormalization Group, JINR Communication E29615 (1996). Full text available at: hepth/9602024

García Moreta, José Javier http://prespacetime.com/pst/article/view/498 The Application of Zeta Regularization Method to the Calculation of Certain Divergent Series and Integrals Refined Higgs, CMB from Planck, Departures in Logic, and GR Issues & Solutions vol 4 Nº 3 prespacetime journal http://prespacetime.com/pst/issue/view/41/showToc

Zinn Justin, Jean ; Renormalization and renormalization group: From the discovery of UV divergences to the concept of effective field theories, in: de WittMorette C., Zuber J.B. (eds), Proceedings of the NATO ASI on Quantum Field Theory: Perspective and Prospective, June 15–26, 1998, Les Houches, France, Kluwer Academic Publishers, NATO ASI Series C 530, 375–388 (1999). Full text available in PostScript.

Connes, Alain ; Symétries Galoisiennes & Renormalisation, Poincaré Seminar (Paris, Oct. 12, 2002), published in : Duplantier, Bertrand; Rivasseau, Vincent (Eds.) ; Poincaré Seminar 2002, Progress in Mathematical Physics 30, Birkhäuser (2003) ISBN 3764305797. French mathematician Alain Connes (Fields medallist 1982) describe the mathematical underlying structure (the Hopf algebra) of renormalization, and its link to the RiemannHilbert problem. Full text (in French) available at math/0211199v1.
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