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{{Short description|Method in physics used to deal with infinities}}
{{Use American English|date=January 2019}}
{{Use mdy dates|date=January 2019}}
{{Renormalization and regularization}}
{{Quantum field theory|cTopic=Tools}}
'''Renormalization''' is a collection of techniques in [[quantum field theory]], [[statistical field theory]], and the theory of [[self-similarity|self-similar]] geometric structures, that are used to treat [[infinity|infinities]] arising in calculated quantities by altering values of these quantities to compensate for effects of their '''self-interactions'''<!--boldface per WP:R#PLA; 'Self-interaction' and 'Self-interactions' redirect here-->. But even if no infinities arose in [[One-loop Feynman diagram|loop diagrams]] in quantum field theory, it could be shown that it would be necessary to renormalize the mass and fields appearing in the original [[Lagrangian (field theory)|Lagrangian]].<ref>See e.g., Weinberg vol I, chapter 10.</ref>

For example, an [[electron]] theory may begin by postulating an electron with an initial mass and charge. In [[quantum field theory]] a cloud of [[virtual particle]]s, such as [[photon]]s, [[positron]]s, and others surrounds and interacts with the initial electron. Accounting for the interactions of the surrounding particles (e.g. collisions at different energies) shows that the electron-system behaves as if it had a different mass and charge than initially postulated. Renormalization, in this example, mathematically replaces the initially postulated mass and charge of an electron with the experimentally observed mass and charge. Mathematics and experiments prove that positrons and more massive particles such as [[proton]]s exhibit precisely the same observed charge as the electron – even in the presence of much stronger interactions and more intense clouds of virtual particles.

Renormalization specifies relationships between parameters in the theory when parameters describing large distance scales differ from parameters describing small distance scales.  Physically, the pileup of contributions from an infinity of scales involved in a problem may then result in further infinities. When describing [[spacetime]] as a continuum, certain statistical and quantum mechanical constructions are not [[well-defined]]. To define them, or make them unambiguous, a [[continuum limit]] must carefully remove "construction scaffolding" of lattices at various scales. Renormalization procedures are based on the requirement that certain physical quantities (such as the mass and charge of an electron) equal observed (experimental) values. That is, the experimental value of the physical quantity yields practical applications, but due to their empirical nature the observed measurement represents areas of quantum field theory that require deeper derivation from theoretical bases.

Renormalization was first developed in [[quantum electrodynamics]] (QED) to make sense of [[infinity|infinite]] integrals in [[perturbation theory (quantum mechanics)|perturbation theory]]. Initially viewed as a suspect provisional procedure even by some of its originators, renormalization eventually was embraced as an important and [[self-consistent]] actual mechanism of scale physics in several fields of [[physics]] and [[mathematics]]. Despite his later skepticism, it was [[Paul Dirac]] who pioneered renormalization.<ref>{{Cite journal |last1=Sanyuk |first1=Valerii I. |last2=Sukhanov |first2=Alexander D. |date=2003-09-01 |title=Dirac in 20th century physics: a centenary assessment |url=https://ufn.ru/en/articles/2003/9/c/ |journal=Physics-Uspekhi |language=en |volume=46 |issue=9 |pages=937–956 |doi=10.1070/PU2003v046n09ABEH001165 |issn=1063-7869}}</ref><ref name=":62">{{Cite thesis |last=Kar |first=Arnab |title=Renormalization from Classical to Quantum Physics |date=2014 |publisher=University of Rochester |url=https://inspirehep.net/literature/1411969 |degree=}}</ref>

Today, the point of view has shifted: on the basis of the breakthrough [[renormalization group]] insights of [[Nikolay Bogolyubov]] and [[Kenneth G. Wilson|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. Wilson clarified which variables of a system are crucial and which are redundant.

Renormalization is distinct from [[Regularization (physics)|regularization]], another technique to control infinities by assuming the existence of new unknown physics at new scales.

== Self-interactions in classical physics ==
[[Image:Renormalized-vertex.png|thumbnail|upright=1.3|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 [[Elementary particle|point particles]] in the 19th and early 20th century.

The mass of a charged particle should include the mass–energy in its electrostatic field ([[electromagnetic mass]]). Assume that the particle is a charged spherical shell of radius {{math|''r''<sub>e</sub>}}. The mass–energy in the field is

:<math>m_\text{em} = \int \frac{1}{2} E^2 \, dV = \int_{r_\text{e}}^\infty \frac{1}{2} \left( \frac{q}{4\pi r^2} \right)^2 4\pi r^2 \, dr = \frac{q^2}{8\pi r_\text{e}},</math>

which becomes infinite as {{math|''r''<sub>e</sub> → 0}}. This implies that the point particle would have infinite [[inertia]] and thus cannot be accelerated. Incidentally, the value of {{math|''r''<sub>e</sub>}} that makes <math>m_\text{em}</math> equal to the electron mass is called the [[classical electron radius]], which (setting <math>q = e</math> and restoring factors of {{mvar|c}} and <math>\varepsilon_0</math>) turns out to be

:<math>r_\text{e} = \frac{e^2}{4\pi\varepsilon_0 m_\text{e} c^2} = \alpha \frac{\hbar}{m_\text{e} c} \approx 2.8 \times 10^{-15}~\text{m},</math>

where <math>\alpha \approx 1/137</math> is the [[fine-structure constant]], and <math>\hbar/(m_\text{e} c)</math> is the reduced [[Compton wavelength]] of the electron.

Renormalization: The total effective mass of a spherical charged particle includes the actual bare mass of the spherical shell (in addition to the mass mentioned above 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.{{Citation needed|date=March 2015}} This was called ''renormalization'', and [[Hendrik Lorentz|Lorentz]] and [[Max Abraham|Abraham]] attempted to develop a classical theory of the electron this way. This early work was the inspiration for later attempts at [[regularization (physics)|regularization]] and renormalization in quantum field theory.

(See also [[regularization (physics)]] for an alternative way to remove infinities from this classical problem, assuming new physics exists at small scales.)

When calculating the [[electromagnetism|electromagnetic]] interactions of [[electric charge|charged]] particles, it is tempting to ignore the ''[[back-reaction]]'' of a particle's own field on itself. (Analogous to the [[back-EMF]] of circuit analysis.)  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 back-reaction diverges, for the same reason that the mass diverges, because the field is [[inverse-square law|inverse-square]].

The [[Abraham–Lorentz force|Abraham–Lorentz theory]] had a noncausal "pre-acceleration". 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 particle–antiparticle 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 ==
{{anchor|renormalization_loop_divergence}}
[[Image:vacuum polarization.svg|thumb|(a) Vacuum polarization, a.k.a. charge screening. This loop has a logarithmic ultraviolet divergence.]]
[[Image:selfE.svg|thumb|(b) Self-energy diagram in QED]]
[[Image:Penguin diagram.JPG|thumb|(c) Example of a “penguin” diagram]]

When developing [[quantum electrodynamics]] in the 1930s, [[Max Born]], [[Werner Heisenberg]], [[Pascual Jordan]], and [[Paul Dirac]] discovered that in perturbative  corrections  many integrals were divergent (see [[The problem of infinities]]).

One way of describing the [[perturbation theory (quantum mechanics)|perturbation theory]] corrections' divergences was discovered in 1947–49 by<!--in chronological order--> [[Hans Kramers]]<!--June 1947-->,<ref>Kramers presented his work at the 1947 [[Shelter Island Conference]], repeated in 1948 at the [[Solvay Conference]]. The latter did not appear in print until the Proceedings of the Solvay Conference, published in 1950 (see Laurie M. Brown (ed.), ''Renormalization: From Lorentz to Landau (and Beyond)'', Springer, 2012, p.&nbsp;53). Kramers' approach was [[nonrelativistic]] (see [[Jagdish Mehra]], [[Helmut Rechenberg]], ''The Conceptual Completion and Extensions of Quantum Mechanics 1932–1941. Epilogue: Aspects of the Further Development of Quantum Theory 1942–1999: Volumes 6, Part 2'', Springer, 2001, p.&nbsp;1050).</ref> [[Hans Bethe]]<!--August 1947-->,<ref>{{cite journal |author=H. Bethe |author-link=Hans Bethe |year=1947 |title=The Electromagnetic Shift of Energy Levels |journal=[[Physical Review]] |volume=72 |pages=339–341 |doi=10.1103/PhysRev.72.339 |bibcode=1947PhRv...72..339B |issue=4|s2cid=120434909 }}</ref> 
[[Julian Schwinger]]<!--February 1948-->,<ref>{{cite journal |author=Schwinger, J. |title=On quantum-electrodynamics and the magnetic moment of the electron |journal=[[Physical Review]] |volume=73 |issue=4 |pages=416–417 |year=1948|doi=10.1103/PhysRev.73.416 |bibcode=1948PhRv...73..416S |doi-access=free }}</ref><ref>{{cite journal |author=Schwinger, J. |series=Quantum Electrodynamics |title=I. A covariant formulation |journal=[[Physical Review]] |volume=74 |issue=10 |pages=1439–1461 |year=1948|doi=10.1103/PhysRev.74.1439 |bibcode=1948PhRv...74.1439S }}</ref><ref>{{cite journal |author=Schwinger, J. |series=Quantum Electrodynamics |title=II. Vacuum polarization and self-energy |journal=[[Physical Review]] |volume=75 |issue=4 |pages=651–679 |year=1949|doi=10.1103/PhysRev.75.651 |bibcode=1949PhRv...75..651S }}</ref><ref>{{cite journal |author=Schwinger, J. |series=Quantum Electrodynamics |title=III. The electromagnetic properties of the electron radiative corrections to scattering |journal=[[Physical Review]] |volume=76 |issue=6 |pages=790–817 |year=1949|doi=10.1103/PhysRev.76.790 |bibcode=1949PhRv...76..790S }}</ref> [[Richard Feynman]]<!--April 1948-->,<ref>{{cite journal |first=Richard P. |last=Feynman |title=Space-time approach to non-relativistic quantum mechanics |journal=[[Reviews of Modern Physics]] |volume=20 |pages=367–387 |year=1948 |doi=10.1103/RevModPhys.20.367 |bibcode=1948RvMP...20..367F |issue=2|url=https://authors.library.caltech.edu/47756/1/FEYrmp48.pdf }}</ref><ref>{{cite journal |last=Feynman  |first= Richard P. |title=A relativistic cut-off for classical electrodynamics   |journal=[[Physical Review]] |volume=74  |issue=8 |pages= 939–946 |year=1948  |doi=10.1103/PhysRev.74.939 |bibcode=1948PhRv...74..939F|url= https://authors.library.caltech.edu/3516/1/FEYpr48a.pdf }}</ref><ref>{{cite journal |first=Richard P. |last=Feynman |title=A relativistic cut-off for quantum electrodynamics |journal=[[Physical Review]] |volume=74 |pages=1430–1438 |year=1948 |doi=10.1103/PhysRev.74.1430 |bibcode=1948PhRv...74.1430F |issue=10|url=https://authors.library.caltech.edu/3517/1/FEYpr48b.pdf }}</ref> and [[Shin'ichiro Tomonaga]]<!--July 1948 (Koba–Tomonaga); according to S. S. Schweber, ''QED'', 1994, p.&nbsp;269, Koba–Tomonaga contains the crucial calculation-->,<ref>{{cite journal | last=Tomonaga | first=S. | title=On a Relativistically Invariant Formulation of the Quantum Theory of Wave Fields | journal=Progress of Theoretical Physics | publisher=Oxford University Press (OUP) | volume=1 | issue=2 | date=1946-08-01 | issn=1347-4081 | doi=10.1143/ptp.1.27 | pages=27–42|doi-access=free| bibcode=1946PThPh...1...27T }}</ref><ref>{{cite journal | last1=Koba | first1=Z. | last2=Tati | first2=T. | last3=Tomonaga | first3=S.-i. | title=On a Relativistically Invariant Formulation of the Quantum Theory of Wave Fields. II: Case of Interacting Electromagnetic and Electron Fields | journal=Progress of Theoretical Physics | publisher=Oxford University Press (OUP) | volume=2 | issue=3 | date=1947-10-01 | issn=0033-068X | doi=10.1143/ptp/2.3.101 | pages=101–116|doi-access=free| bibcode=1947PThPh...2..101K }}</ref><ref>{{cite journal | last1=Koba | first1=Z. | last2=Tati | first2=T. | last3=Tomonaga | first3=S.-i. | title=On a Relativistically Invariant Formulation of the Quantum Theory of Wave Fields. III: Case of Interacting Electromagnetic and Electron Fields | journal=Progress of Theoretical Physics | publisher=Oxford University Press (OUP) | volume=2 | issue=4 | date=1947-12-01 | issn=0033-068X | doi=10.1143/ptp/2.4.198 | pages=198–208|doi-access=free| bibcode=1947PThPh...2..198K }}</ref><ref>{{cite journal | last1=Kanesawa | first1=S. | last2=Tomonaga | first2=S.-i. | title=On a Relativistically Invariant Formulation of the Quantum Theory of Wave Fields. [IV]: Case of Interacting Electromagnetic and Meson Fields | journal=Progress of Theoretical Physics | publisher=Oxford University Press (OUP) | volume=3 | issue=1 | date=1948-03-01 | issn=0033-068X | doi=10.1143/ptp/3.1.1 | pages=1–13|doi-access=free}}</ref><ref>{{cite journal | last1=Kanesawa | first1=S. | last2=Tomonaga | first2=S.-i. | title=On a Relativistically Invariant Formulation of the Quantum Theory of Wave Fields V: Case of Interacting Electromagnetic and Meson Fields | journal=Progress of Theoretical Physics | publisher=Oxford University Press (OUP) | volume=3 | issue=2 | date=1948-06-01 | issn=0033-068X | doi=10.1143/ptp/3.2.101 | pages=101–113|doi-access=free| bibcode=1948PThPh...3..101K }}</ref><ref>{{cite journal | last1=Koba | first1=Z. | last2=Tomonaga | first2=S.-i. | title=On Radiation Reactions in Collision Processes. I: Application of the "Self-Consistent" Subtraction Method to the Elastic Scattering of an Electron | journal=Progress of Theoretical Physics | publisher=Oxford University Press (OUP) | volume=3 | issue=3 | date=1948-09-01 | issn=0033-068X | doi=10.1143/ptp/3.3.290 | pages=290–303|doi-access=| bibcode=1948PThPh...3..290K }}</ref><ref>{{cite journal | last1=Tomonaga | first1=Sin-Itiro | last2=Oppenheimer | first2=J. R. |author-link2=J. Robert Oppenheimer| title=On Infinite Field Reactions in Quantum Field Theory | journal=Physical Review | publisher=American Physical Society (APS) | volume=74 | issue=2 | date=1948-07-15 | issn=0031-899X | doi=10.1103/physrev.74.224 | pages=224–225| bibcode=1948PhRv...74..224T }}</ref> and systematized by [[Freeman Dyson]] in 1949.<ref>{{cite journal |author=Dyson, F. J. |title=The radiation theories of Tomonaga, Schwinger, and Feynman |journal=Phys. Rev. |volume=75 |pages=486–502 |year=1949|doi=10.1103/PhysRev.75.486 |issue=3 |bibcode=1949PhRv...75..486D |doi-access=free }}</ref> The divergences appear in radiative corrections  involving [[Feynman diagram]]s with closed ''loops'' of [[virtual particle]]s 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 [[energy–momentum relation]] for the observed mass of that particle (that is, <math>E^2 - p^2</math> is not necessarily the squared mass of the particle in that process, e.g. for a photon it could be nonzero). Such a particle is called [[on shell|off-shell]]. 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 can be balanced by an equal and opposite change in the energy of another particle in the loop, without affecting the incoming and outgoing particles. Thus many variations are possible. So to find the amplitude for the loop process, one must [[integral|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 that are significant are the "[[ultraviolet divergence|ultraviolet]]" (UV) ones. An ultraviolet divergence can be described as one that comes from
* the region in the integral where all particles in the loop have large energies and momenta,
* very short [[wavelength]]s and high-[[frequency|frequencies]] fluctuations of the fields, in the [[Path integral formulation|path integral]] for the field,
* very short proper-time between particle emission and absorption, if the loop is thought of as a sum over particle paths.

So these divergences are short-distance, short-time phenomena.

Shown in the pictures at the right margin, there are exactly three one-loop divergent loop diagrams in quantum electrodynamics:<ref>{{cite book |author1-link=Michael E. Peskin |first1=Michael E. |last1=Peskin |first2=Daniel V. |last2=Schroeder |title=An Introduction to Quantum Field Theory |url=https://archive.org/details/introductiontoqu0000pesk |url-access=registration |publisher=Addison-Wesley |location=Reading |year=1995 |isbn=9780201503975 |at=Chapter&nbsp;10}}</ref>
:(a) A photon creates a virtual electron–[[positron]] pair, which then annihilates. This is a [[vacuum polarization]] diagram.
:(b) An electron quickly emits and reabsorbs a virtual photon, called a [[self-energy]].
:(c) An electron emits a photon, emits a second photon, and reabsorbs the first. This process is shown in the section below in figure&nbsp;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.

The three divergences correspond to the three parameters in the theory under consideration:
# The field normalization Z.
# The mass of the electron.
# The charge of the electron.

The 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 1-loop 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 involved. 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 zero-energy photon flowing through a loop as in the vertex diagram and zero-energy photons emitted through [[bremsstrahlung]]. From a mathematical point of view, the IR divergences can be regularized by assuming fractional differentiation w.r.t. a parameter, for example:

:<math> \left( p^2 - a^2 \right)^{\frac{1}{2}} </math>

is well defined at {{math|''p'' {{=}} ''a''}} but is UV divergent; if we take the {{frac|3|2}}-th [[fractional derivative]] with respect to {{math|−''a''<sup>2</sup>}}, we obtain the IR divergence

:<math> \frac{1}{p^2 - a^2},</math>

so we can cure IR divergences by turning them into UV divergences.{{clarify|date=May 2012}}

=== A loop divergence ===
[[Image:Loop-diagram.png|thumb|upright=1.1|Figure 2. A diagram contributing to electron–electron scattering in QED. The loop has an ultraviolet divergence.]]
The diagram in Figure 2 shows one of the several one-loop contributions to electron–electron scattering in QED. The electron on the left side of the diagram, represented by the solid line, starts out with 4-momentum {{math|''p<sup>μ</sup>''}} and ends up with 4-momentum {{math|''r<sup>μ</sup>''}}. It emits a virtual photon carrying {{math|''r<sup>μ</sup>'' − ''p<sup>μ</sup>''}} to transfer energy and momentum to the other electron.  But in this diagram, before that happens, it emits another virtual photon carrying 4-momentum {{math|''q<sup>μ</sup>''}}, and it reabsorbs this one after emitting the other virtual photon. Energy and momentum conservation do not determine the 4-momentum {{math|''q<sup>μ</sup>''}} 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

:<math>-ie^3 \int \frac{d^4 q}{(2\pi)^4} \gamma^\mu \frac{i (\gamma^\alpha (r - q)_\alpha + m)}{(r - q)^2 - m^2 + i \epsilon} \gamma^\rho \frac{i (\gamma^\beta (p - q)_\beta + m)}{(p - q)^2 - m^2 + i \epsilon} \gamma^\nu \frac{-i g_{\mu\nu}}{q^2 + i\epsilon}.</math>

The various {{math|''γ<sup>μ</sup>''}} 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 {{mvar|e}} are the electric coupling constant, while the <math>i\epsilon</math> 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 {{math|''q<sup>μ</sup>''}} of the three big factors in the integrand, which are from the [[propagator]]s of the two electron lines and the photon line in the loop.

This has a piece with two powers of {{math|''q<sup>μ</sup>''}} on top that dominates at large values of {{math|''q<sup>μ</sup>''}} (Pokorski 1987, p.&nbsp;122):

:<math>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}{(r - q)^2 (p - q)^2 q^2}.</math>

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 (field theory)|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 virtual-particle loop effects to ''the physical constants themselves''.  Among other things, these effects would include the quantum counterpart of the electromagnetic back-reaction that so vexed classical theorists of electromagnetism.  In general, these effects would be just as divergent as the amplitudes under consideration in the first place; so finite measured quantities would, in general, imply divergent bare quantities.

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 [[kinematics|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 [[counterterm]]s, involved in divergent diagrams exactly ''canceling out'' the troublesome divergences for other diagrams.

=== Renormalization in QED ===
[[Image:Counterterm.png|thumb|upright=1.1|Figure 3. The vertex corresponding to the {{math|''Z''<sub>1</sub>}} counterterm cancels the divergence in Figure 2.]]

For example, in the [[quantum electrodynamics|Lagrangian of QED]]

:<math>\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}</math>

the fields and coupling constant are really ''bare'' quantities, hence the subscript {{mvar|B}} above. Conventionally the bare quantities are written so that the corresponding Lagrangian terms are multiples of the renormalized ones:

:<math>\left(\bar\psi m \psi\right)_B = Z_0 \bar\psi m \psi</math>
:<math>\left(\bar\psi\left(\partial^\mu + ieA^\mu \right )\psi\right)_B = Z_1 \bar\psi \left (\partial^\mu + ieA^\mu \right)\psi</math>
:<math>\left(F_{\mu\nu}F^{\mu\nu}\right)_B = Z_3\, F_{\mu\nu}F^{\mu\nu}.</math>

[[Gauge invariance]], via a [[Ward–Takahashi identity]], turns out to imply that we can renormalize the two terms of the [[covariant derivative]] piece

:<math>\bar \psi (\partial + ieA) \psi</math>

together (Pokorski 1987, p.&nbsp;115), which is what happened to {{math|''Z''<sub>2</sub>}}; it is the same as {{math|''Z''<sub>1</sub>}}.

A term in this Lagrangian, for example, the electron–photon interaction pictured in Figure 1, can then be written

:<math>\mathcal{L}_I = -e \bar\psi \gamma_\mu A^\mu \psi - (Z_1 - 1) e \bar\psi \gamma_\mu A^\mu \psi</math>

The physical constant {{mvar|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 high-order 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 {{math|''Z''<sub>0</sub>}} and {{math|''Z''<sub>3</sub>}}).

The diagram with the {{math|''Z''<sub>1</sub>}} 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]] insight due to [[Kenneth G. Wilson|Kenneth Wilson]].<ref name=Wilson1975>{{cite journal | last=Wilson | first=Kenneth G. |author-link=Kenneth G. Wilson| title=The renormalization group: Critical phenomena and the Kondo problem | journal=Reviews of Modern Physics | publisher=American Physical Society (APS) | volume=47 | issue=4 | date=1975-10-01 | issn=0034-6861 | doi=10.1103/revmodphys.47.773 | pages=773–840| bibcode=1975RvMP...47..773W }}</ref> 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 continuous systematic 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 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 remaining finite parts of loop diagrams. One can exploit this fact to calculate the effective variation of [[Coupling constant|physical constants]] with changes in scale. This variation is encoded by [[Beta function (physics)|beta-function]]s, and the general theory of this kind of scale-dependence is known as the [[renormalization group]].

Colloquially, particle physicists often speak of certain physical "constants" as varying with the energy of interaction, though in fact, it is the renormalization scale that is the independent quantity.  This [[Coupling constant#Running coupling|''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 high-order cancellations.

For example,

:<math>I=\int_0^a \frac{1}{z}\,dz-\int_0^b \frac{1}{z}\,dz=\ln a-\ln b-\ln 0 +\ln 0</math>

is ill-defined.

To eliminate the divergence, simply change lower limit of integral into {{mvar|ε<sub>a</sub>}} and {{mvar|ε<sub>b</sub>}}:

:<math>I=\ln a-\ln b-\ln{\varepsilon_a}+\ln{\varepsilon_b} = \ln \tfrac{a}{b} - \ln \tfrac{\varepsilon_a}{\varepsilon_b}</math>

Making sure {{math|{{sfrac|''ε<sub>b</sub>''|''ε<sub>a</sub>''}} → 1}}, then {{math|''I'' {{=}} ln {{sfrac|''a''|''b''}}.}}

== Regularization ==
Since the quantity {{math|∞ − ∞}} is ill-defined, in order to make this notion of canceling divergences precise, the divergences first have to be tamed mathematically using the [[limit (mathematics)|theory of limits]], in a process known as [[regularization (physics)|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 (physics)|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 cutoff-dependent terms.  After canceling out these terms with the contributions from cutoff-dependent counterterms, the cutoff is taken to infinity and finite physical results are 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 cutoff-independent 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]],<ref>{{Cite journal | last1 = 't Hooft | first1 = G. | last2 = Veltman | first2 = M. | doi = 10.1016/0550-3213(72)90279-9 | title = Regularization and renormalization of gauge fields | journal = Nuclear Physics B | volume = 44 | issue = 1 | pages = 189–213 | year = 1972 |bibcode = 1972NuPhB..44..189T | hdl = 1874/4845 | url = https://repositorio.unal.edu.co/handle/unal/81144 | hdl-access = free }}</ref> 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 field theory|lattice regularization]]'', introduced by [[Kenneth G. Wilson|Kenneth Wilson]], which pretends that hyper-cubical lattice constructs our spacetime 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 a calculation on several lattices with different grid size, the physical result is [[extrapolate]]d 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 so-called [[causal perturbation theory]], where ultraviolet divergences are avoided from the start in calculations by performing well-defined mathematical operations only within the framework of [[Distribution (mathematics)|distribution]] theory. In this approach, divergences are replaced by ambiguity: corresponding to a divergent diagram is a term which now has a finite, but undetermined, coefficient. Other principles, such as gauge symmetry, must then be used to reduce or eliminate the ambiguity.

== 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.<ref>{{cite journal | last=Dyson | first=F. J. | title=Divergence of Perturbation Theory in Quantum Electrodynamics | journal=Physical Review | publisher=American Physical Society (APS) | volume=85 | issue=4 | date=1952-02-15 | issn=0031-899X | doi=10.1103/physrev.85.631 | pages=631–632| bibcode=1952PhRv...85..631D }}</ref><ref>{{cite journal | last=Stern | first=A. W. | title=Space, Field, and Ether in Contemporary Physics | journal=Science | publisher=American Association for the Advancement of Science (AAAS) | volume=116 | issue=3019 | date=1952-11-07 | issn=0036-8075 | doi=10.1126/science.116.3019.493 | pages=493–496| pmid=17801299 | bibcode=1952Sci...116..493S }}</ref>

[[Paul Dirac|Dirac]]'s criticism was the most persistent.<ref>P.A.M. Dirac, "The Evolution of the Physicist's Picture of Nature", in Scientific American, May 1963, p.&nbsp;53.</ref> As late as 1975, he was saying:<ref>Kragh, Helge; ''Dirac: A scientific biography'', CUP 1990, p.&nbsp;184</ref>

: 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 so-called 'good theory' does involve neglecting infinities which appear in its equations, ignoring them in an arbitrary way. This is just not sensible mathematics. Sensible mathematics involves disregarding 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 [[Richard Feynman|Feynman]]. Despite his crucial role in the development of quantum electrodynamics, he wrote the following in 1985:<ref>Feynman, Richard P. ''[[QED: The Strange Theory of Light and Matter]]''.  Princeton: Princeton University Press, 1985, p.&nbsp;128. The quoted passage is [https://books.google.com/books?id=2o2JfTDiA40C&pg=PA128 available here] through [[Google Books]] (2014 electronic version of 2006 reprint of 1985 first printing).</ref>

: The shell game that we play to find ''n'' and ''j'' 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 hocus-pocus has prevented us from proving that the theory of quantum electrodynamics is mathematically self-consistent. It's surprising that the theory still hasn't been proved self-consistent one way or the other by now; I suspect that renormalization is not mathematically legitimate.

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, [[David Gross|Gross]], [[David Politzer|Politzer]] and [[Frank Wilczek|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.{{Citation needed|date=December 2009}}

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 mechanics|statistical]] field theory applied to [[condensed matter physics]], where it provides important insights into the behavior of [[phase transition]]s. In condensed matter physics, a ''physical'' short-distance regulator exists: [[matter]] ceases to be continuous on the scale of [[atom]]s. Short-distance divergences in condensed matter physics do not present a philosophical problem since the field theory is only an effective, smoothed-out representation of the behavior of matter anyway; there are no infinities since the cutoff is always finite, and it makes perfect sense that the bare quantities are cutoff-dependent.

If [[Quantum field theory|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 short-distance 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, [[Abdus Salam|Salam]]'s remark<ref>{{cite journal | last1=Isham | first1=C. J. | last2=Salam | first2=Abdus | last3=Strathdee | first3=J. | title=Infinity Suppression in Gravity-Modified Electrodynamics. II | journal=Physical Review D | publisher=American Physical Society (APS) | volume=5 | issue=10 | date=1972-05-15 | issn=0556-2821 | doi=10.1103/physrevd.5.2548 | pages=2548–2565| bibcode=1972PhRvD...5.2548I }}</ref> in 1972 seems still relevant

: Field-theoretic infinities – first encountered in Lorentz's computation of electron self-mass – have persisted in classical electrodynamics for seventy and in quantum electrodynamics for some thirty-five 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 [[Bertrand Russell|Russell]]'s postscript to the third volume of his autobiography  ''The Final Years, 1944–1969'' (George Allen and Unwin, Ltd., London 1969),<ref>Russell, Bertrand. ''[https://books.google.com/books?id=6XmrPgAACAAJ The Autobiography of Bertrand Russell: The Final Years, 1944-1969]'' (Bantam Books, 1970)</ref> p.&nbsp;221:

:: 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<sup>15</sup> [[GeV]] (far beyond the reach of our current [[particle accelerator]]s), they all become approximately the same size (Grotz and Klapdor 1990, p.&nbsp;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."<ref>Ryder, Lewis. ''[https://books.google.com/books?id=L9YhYS7gcXAC&dq=%22Quantum+Field+Theory%22+and+Ryder&pg=PA390 Quantum Field Theory]'', page 390 (Cambridge University Press 1996).</ref>

== 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 cutoff-independent at the end of the calculation.  If the Lagrangian contains combinations of field operators of high enough [[dimensional analysis|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 [[Einstein–Hilbert Lagrangian]] as a perturbation about the [[Minkowski metric]]), suggesting that [[perturbation theory (quantum mechanics)|perturbation theory]] is not satisfactory in application to quantum gravity.

However, in an [[effective field theory]], "renormalizability" is, strictly speaking, a [[misnomer]]. In nonrenormalizable effective field theory, terms in the Lagrangian do multiply to infinity, but have coefficients suppressed by ever-more-extreme inverse powers of the energy cutoff.  If the cutoff is a real, physical quantity—that is, if the theory is only an effective description of physics up to some maximum energy or minimum distance scale—then these additional 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's interaction|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 [[Grand Unified Theory|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 [[star]]s and [[planet]]s.{{Citation needed|date=February 2010}}

== Renormalization schemes ==
{{Confusing|section|date=January 2022}}
In actual calculations, the counterterms introduced to cancel the divergences in Feynman diagram calculations beyond tree level must be ''fixed'' using a set of '' renormalisation conditions''.  The common renormalization schemes in use include:
* [[Minimal subtraction scheme|Minimal subtraction (MS) scheme]] and the related modified minimal subtraction (MS-bar) scheme
* [[On shell renormalization scheme|On-shell scheme]]
Besides, there exists a "natural" definition of the renormalized coupling (combined with the photon propagator) as a propagator of dual free bosons, which does not explicitly require introducing the counterterms.<ref>{{Cite journal | last1 = Makogon | first1 = D. | last2 = Morais Smith | first2 = C. | doi = 10.1103/PhysRevB.105.174505 | title = Median-point approximation and its application for the study of fermionic systems | journal = Phys. Rev. B | volume = 105 | pages = 174505 | year = 2022| issue = 17 | arxiv = 1909.12553 | bibcode = 2022PhRvB.105q4505M | s2cid = 203591796 }}</ref>

== In statistical physics ==

===History===
A deeper understanding of the physical meaning and generalization of the
renormalization process, which goes beyond the dilatation group of conventional ''renormalizable'' theories,  came from condensed matter physics. [[Leo P. Kadanoff]]'s paper in 1966 proposed the "block-spin" renormalization group.<ref>[[Leo Kadanoff|L.P. Kadanoff]] (1966): "Scaling laws for Ising models near <math>T_c</math>", ''Physics (Long Island City, N.Y.)'' '''2''', 263.</ref> The ''blocking idea'' is a way to define the components of the theory at large distances as aggregates of components at shorter distances.

This approach covered the conceptual point and was given full computational substance<ref name=Wilson1975 /> in the extensive important contributions of [[Kenneth G. Wilson|Kenneth Wilson]]. The power of Wilson's ideas was demonstrated by a constructive iterative renormalization solution of a long-standing problem, the [[Kondo effect|Kondo problem]], in 1974,  as well as the preceding seminal developments of his new method in the theory of second-order phase transitions and [[critical phenomena]] in 1971. He was awarded the Nobel prize for these decisive contributions in 1982.

===Principles===
In more technical terms, let us assume that we have a theory described
by a certain function <math>Z</math> of the state variables
<math>\{s_i\}</math> and a certain set of coupling constants
<math>\{J_k\}</math>. This function may be a [[partition function (quantum field theory)|partition function]],
an [[Action (physics)|action]], a [[Hamiltonian (quantum mechanics)|Hamiltonian]], etc. It must contain the
whole description of the physics of the system.

Now we consider a certain blocking transformation of the state
variables <math>\{s_i\}\to \{\tilde s_i\}</math>,
the number of <math>\tilde s_i</math> must be lower than the number of
<math>s_i</math>. Now let us try to rewrite the <math>Z</math>
function ''only'' in terms of the <math>\tilde s_i</math>. If this is achievable by a
certain change in the parameters, <math>\{J_k\}\to
\{\tilde J_k\}</math>, then the theory is said to be
'''renormalizable'''.

The possible
macroscopic states of the system, at a large scale, are given by this
set of fixed points.

===Renormalization group fixed points===
The most important information in the RG flow is its '''fixed points'''. A fixed point is defined by the vanishing of the [[beta function (physics)|beta function]] associated to the flow.  Then, fixed points of the renormalization group are by definition scale invariant. In many cases of physical interest scale invariance enlarges to conformal invariance.  One then has a [[conformal field theory]] at the fixed point.

The ability of several theories to flow to the same fixed point leads to [[Universality (dynamical systems)|universality]].

If these fixed points correspond to free field theory, the theory is said to exhibit [[quantum triviality]].  Numerous fixed points appear in the study of [[Lattice gauge theory#Quantum triviality|lattice Higgs theories]], but the nature of the quantum field theories associated with these remains an open question.<ref name="TrivPurs">{{cite journal| author=D. J. E. Callaway | year=1988
| title=Triviality Pursuit: Can Elementary Scalar Particles Exist?| journal=[[Physics Reports]]
|volume=167| issue=5 | pages=241–320| doi=10.1016/0370-1573(88)90008-7
|bibcode = 1988PhR...167..241C | author-link=David J E Callaway
}}</ref>

== See also ==
* [[History of quantum field theory]]
* [[Quantum triviality]]
* [[Zeno's paradoxes]]
* [[Nonoblique correction]]

== References ==
{{reflist|35em}}

== Further reading ==

=== General introduction ===
* DeDeo, Simon; [https://www.complexityexplorer.org/tutorials/67-introduction-to-renormalization ''Introduction to Renormalization''] (2017). [[Santa Fe Institute]] Complexity Explorer MOOC. Renormalization from a complex systems point of view, including Markov Chains, Cellular Automata, the real space Ising model, the Krohn-Rhodes Theorem, QED, and rate distortion theory.
* {{cite journal |doi=10.1119/1.1624112 |arxiv=hep-th/0212049|title=A hint of renormalization|journal=American Journal of Physics|volume=72|issue=2|pages=170–184|year=2004|last1=Delamotte|first1=Bertrand|bibcode=2004AmJPh..72..170D|s2cid=2506712}}
* Baez, John; [http://math.ucr.edu/home/baez/renormalization.html ''Renormalization Made Easy''], (2005). A qualitative introduction to the subject.
* Blechman, Andrew E.; [https://web.archive.org/web/20160801034555/http://www.pha.jhu.edu/~blechman/papers/renormalization/renormalization.pdf ''Renormalization: Our Greatly Misunderstood Friend''], (2002). Summary of a lecture; has more information about specific regularization and divergence-subtraction schemes.
* {{cite journal |doi=10.1007/BF01255832|title=The conceptual foundations and the philosophical aspects of renormalization theory|journal=Synthese|volume=97|pages=33–108|year=1993|last1=Cao|first1=Tian Yu|last2=Schweber|first2=Silvan S.|s2cid=46968305}}
* [[Dmitry Shirkov|Shirkov, Dmitry]]; ''Fifty Years of the Renormalization Group'', C.E.R.N. Courrier 41(7) (2001). Full text available at : [http://www.cerncourier.com/main/article/41/7/14 ''I.O.P Magazines''].
* E. Elizalde; ''Zeta regularization techniques with Applications''.

=== Mainly: quantum field theory ===
*[[Nikolay Bogoliubov|N. N. Bogoliubov]], [[Dmitry Shirkov|D. V. Shirkov]] (1959): ''The Theory of Quantized Fields''. New York, Interscience. The first text-book on the [[renormalization group]] theory.
* Ryder, Lewis H.; ''Quantum Field Theory '' (Cambridge University Press, 1985), {{ISBN|0-521-33859-X}} 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|0-691-01019-6}}. 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, [http://nobelprize.org/physics/laureates/1979/weinberg-lecture.html ''Nobel laureate 1979''].
* Pokorski, Stefan; ''Gauge Field Theories'', Cambridge University Press (1987) {{ISBN|0-521-47816-2}}.
* 't Hooft, Gerard; ''The Glorious Days of Physics – Renormalization of Gauge theories'', lecture given at Erice (August/September 1998) by the [http://nobelprize.org/physics/laureates/1999/thooft-autobio.html ''Nobel laureate 1999''] . Full text available at: [https://arxiv.org/abs/hep-th/9812203 ''hep-th/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|3-7643-0579-7}}. Full text available in [http://www.bourbaphy.fr/Rivasseau.ps ''PostScript''].
* Rivasseau, Vincent; ''From perturbative to constructive renormalization'', Princeton University Press (1991) {{ISBN|0-691-08530-7}}. Full text available in [http://cpth.polytechnique.fr/cpth/rivass/articles/book.ps ''PostScript'']{{Dead link|date=October 2022 |bot=InternetArchiveBot |fix-attempted=yes }} and in [http://www.rivasseau.com/resources/book.pdf PDF (draft version)]. <!-- PDF link from author's homepage: http://www.rivasseau.com/3.html -->
* Iagolnitzer, Daniel & Magnen, J.; ''Renormalization group analysis'', Encyclopaedia of Mathematics, Kluwer Academic Publisher (1996). Full text available in PostScript and pdf [https://web.archive.org/web/20060630015233/http://www-spht.cea.fr/articles/t96/037/ ''here''].
* Scharf, Günter; ''Finite quantum electrodynamics: The causal approach'', Springer Verlag Berlin Heidelberg New York (1995) {{ISBN|3-540-60142-2}}.
* 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|978-0-415-31002-4}}
* [[Nigel Goldenfeld]]; ''Lectures on Phase Transitions and the Renormalization Group'', Frontiers in Physics 85, Westview Press (June, 1992) {{ISBN|0-201-55409-7}}. 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.
* Zinn-Justin, Jean; ''Quantum Field Theory and Critical Phenomena'', Oxford University Press (4th edition – 2002) {{ISBN|0-19-850923-5}}. A masterpiece on applications of renormalization methods to the calculation of critical exponents in statistical mechanics, following Wilson's ideas (Kenneth Wilson was  [http://nobelprize.org/physics/laureates/1982/wilson-autobio.html ''Nobel laureate 1982'']).
* Zinn-Justin, 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|3-7643-0579-7}}. Full text available in [http://parthe.lpthe.jussieu.fr/poincare/textes/octobre2002/Zinn.ps ''PostScript''] {{Webarchive|url=https://web.archive.org/web/20051015150706/http://parthe.lpthe.jussieu.fr/poincare/textes/octobre2002/Zinn.ps |date=October 15, 2005 }}.
* Domb, Cyril; ''The Critical Point: A Historical Introduction to the Modern Theory of Critical Phenomena'', CRC Press (March, 1996) {{ISBN|0-7484-0435-X}}.
* Brown, Laurie M. (Ed.); ''Renormalization: From Lorentz to Landau (and Beyond)'', Springer-Verlag (New York-1993) {{ISBN|0-387-97933-6}}.
* [[John Cardy|Cardy, John]]; ''Scaling and Renormalization in Statistical Physics'', Cambridge University Press (1996) {{ISBN|0-521-49959-3}}.

=== Miscellaneous ===
* [[Dmitry Shirkov|Shirkov, Dmitry]]; ''The Bogoliubov Renormalization Group'', JINR Communication E2-96-15 (1996). Full text available at: [https://arxiv.org/abs/hep-th/9602024 ''hep-th/9602024'']
* Zinn-Justin, Jean; ''Renormalization and renormalization group: From the discovery of UV divergences to the concept of effective field theories'', in: de Witt-Morette 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 [http://www-spht.cea.fr/articles/t98/118/ ''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|3-7643-0579-7}}. French mathematician [http://www.alainconnes.org ''Alain Connes''] (Fields medallist 1982) describe the mathematical underlying structure (the [[Hopf algebra]]) of renormalization, and its link to the Riemann-Hilbert problem. Full text (in French) available at {{ArXiv|math/0211199}}.

== External links ==
* {{wikiquote-inline}}

[[Category:Quantum field theory]]
[[Category:Renormalization group]]
[[Category:Mathematical physics]]