computo ergo sum

2026-10-01 · chapter Yang–Mills and the mass gapPart 4 Quantisationperturbation theory, Feynman diagrams

The whole book Contents and reading orders
  1. Part 0 Entrance — how to read this book
  2. 0-01 How to read this book
  3. 0-02 One picture
  4. 0-03 Reading the problem statement word by word
  5. 0-04 Four dimensions in mathematics and four dimensions in physics
  6. Part 1 Mathematical preparation
  7. 1-01 Vector spaces and linear maps
  8. 1-02 What a group is
  9. 1-03 Lie groups and Lie algebras
  10. 1-04 SU(2) and SU(3)
  11. 1-05 Manifolds and tangent spaces
  12. 1-06 Differential forms and the exterior derivative
  13. 1-07 Vector bundles and connections
  14. 1-08 Probability and measure
  15. 1-09 Probability in infinite dimensions
  16. 1-10 Hilbert spaces and self-adjoint operators
  17. 1-11 Fourier analysis and distributions
  18. 1-12 Detour: what happens only in four dimensions
  19. Part 2 Physical preparation
  20. 2-01 Lagrangians and the action
  21. 2-02 The idea of a field
  22. 2-03 Electromagnetism is a gauge theory
  23. 2-04 Special relativity and spacetime
  24. 2-05 The bones of quantum mechanics
  25. 2-06 The harmonic oscillator and creation and annihilation
  26. 2-07 The idea of the path integral
  27. 2-08 Statistical mechanics and phase transitions
  28. 2-09 Detour: the gap and the correlation length in the Ising model
  29. 2-10 The relaxation time and the dynamical exponent z
  30. Part 3 Yang–Mills theory (classical)
  31. 3-01 The gauge principle
  32. 3-02 Non-abelian gauge fields
  33. 3-03 The action and the equations
  34. 3-04 Gauge theory as geometry
  35. 3-05 Instantons and topology
  36. 3-06 Detour: Donaldson and exotic R⁴
  37. 3-07 Yang–Mills inside the Standard Model
  38. Part 4 Quantisation
  39. 4-01 Canonical quantisation and the Hamiltonian
  40. 4-02 The path integral and Euclideanisation
  41. 4-03 Perturbation theory and Feynman diagrams
  42. 4-04 Divergences and renormalisation
  43. 4-05 The algebra of divergences
  44. 4-06 Asymptotic freedom
  45. 4-07 Dimensional transmutation and Λ
  46. 4-08 Gauge fixing and Faddeev–Popov
  47. 4-09 The axioms of quantum field theory
  48. 4-10 The Osterwalder–Schrader axioms and reconstruction
  49. 4-11 The definition of the mass gap
  50. 4-12 Detour: the perturbation series diverges
  51. Part 5 Lattice gauge theory
  52. 5-01 Wilson's lattice
  53. 5-02 The strong-coupling expansion
  54. 5-03 Reflection positivity and the transfer matrix
  55. 5-04 The infinite-volume limit and the cluster expansion
  56. 5-05 Weak coupling and the continuum limit
  57. 5-06 How U(1) differs from the non-abelian case
  58. 5-07 The Monte Carlo method
  59. 5-08 Measuring glueballs and the string tension
  60. 5-09 What to hold fixed when taking the limit
  61. 5-10 Lattice gauge theory with finite groups
  62. 5-11 Detour: Bakry–Émery and one-link integration
  63. Part 6 Constructive field theory
  64. 6-01 What constructive field theory is
  65. 6-02 Solvability in two dimensions and the Yang–Mills measure
  66. 6-03 Constructing scalar fields
  67. 6-04 The cluster expansion
  68. 6-05 The sequence of renormalisation group steps
  69. 6-06 Ultraviolet stability of three-dimensional Yang–Mills
  70. 6-07 Four dimensions
  71. 6-08 Triviality of φ⁴ in four dimensions
  72. 6-09 Stochastic quantisation and regularity structures
  73. 6-10 Where four dimensions stops
  74. 6-11 Obstacles other than divergence
  75. 6-12 Detour: "if 1/0 is given a symbol"
  76. Part 7 From the side of physics
  77. 7-01 How physics sees it
  78. 7-02 Mechanisms of confinement
  79. 7-03 The string picture
  80. 7-04 Large N
  81. 7-05 String theory and extra dimensions
  82. 7-06 How extra dimensions become invisible
  83. 7-07 Where gauge fields come from
  84. 7-08 Holography
  85. 7-09 The mass gap becomes geometry
  86. 7-10 Back to four dimensions
  87. 7-11 Supersymmetry and Seiberg–Witten
  88. 7-12 The sentence that plays the role of an equivalence principle
  89. 7-13 Where the way physics digs parts from mathematics
  90. Part 8 A dictionary of two languages — the physical and the mathematical view
  91. 8-01 How to read the dictionary
  92. 8-02 Dictionary A
  93. 8-03 Dictionary B
  94. 8-04 Dictionary C
  95. 8-05 The physical counterparts of our assumptions
  96. Part 9 Where things stand, and open tasks
  97. 9-01 How far the world has come
  98. 9-02 Where the two ways of digging part
  99. 9-03 Candidates for new concepts
  100. 9-04 The list of open tasks
  101. 9-05 Common misconceptions
  102. Part 10 Towards a proof of the mass gap — building the first step of the staircase
  103. 10-00 Entrance — the staircase, and the random walk, the ruler and the clock
  104. 10-01 The line of construction and Assumption H
  105. 10-02 Roads tried on the four-dimensional lattice, and walls
  106. 10-03 The four steps of the staircase — why we start from 0+1 dimensions
  107. 10-04 The path measure of the double well, and kinks
  108. 10-05 The statement of the first step — four conditions and Proposition 4.5
  109. 10-06 (H1) Local Poincaré within a phase
  110. 10-07 The map of (H2) — seven routes and the seam of the ring
  111. 10-08 What computer-assisted means — the conditions on the chain inside the window
  112. 10-09 The sector framework and the three strands of route 5
  113. 10-10 The list of detour plans — types of breakage
  114. 10-11 (H3)(H4) and the constant of the core
  115. 10-12 The integrated table and the dependency graph
  116. 10-13 Lean statements and the limits of machine checking
  117. 10-14 Reconciliation — the numbers of the record and the known numbers
  118. 10-15 What remains and its cost — the distance to a theorem
  119. 10-16 What is not claimed
  120. 10-17 Insights and small questions
  121. Part 11 Further considerations — beyond Assumption H, and other views
  122. 11-00 Further considerations — entrance
  123. 11-01 One form that obstructs H — a nearly conserved global quantity
  124. 11-02 Choosing the ruler and the coordinates again — the length at which conservation breaks
  125. 11-03 Two ways to repair H — the sector H and the local H
  126. 11-04 Which H the one-sided bridge needs
  127. 11-05 Making time continuous — the Hamiltonian lattice and the vacuum measure
  128. 11-06 Paying with rarity instead of convexity — renormalisation on groups and log-Sobolev
  129. 11-07 Because it is four dimensions — the dimensionless coupling and topology
  130. 11-08 Questions, and what is not claimed
  131. 11-A1 Table of notation for Part 11
  132. Appendices
  133. A-01 Table of notation
  134. A-02 Glossary
  135. A-03 Guide to the literature
  136. A-04 Lean and machine checking
  137. A-05 How this book was made
  138. A-06 Index of assumptions

Perturbation theory and Feynman diagrams — expand around a Gaussian integral, and the terms become diagrams

What this chapter shows — That each term of the expansion becomes a sum over the ways of pairing in a Gaussian integral, which can be counted with diagrams of lines and vertices.
Symmetry factors, connected diagrams, loops, and that the number of loops counts powers of ℏ\hbar.
That Yang–Mills needs gauge fixing, and three-point and four-point vertices and ghosts appear.

Prerequisite chapters — 4-02. For counting pairings, 1-08; for the propagator, 1-11; for the cubic and quartic terms, 3-02. ℏ=c=1\hbar=c=1 (restored only in §06).

Said first — Perturbation theory is a method of building a power series term by term, and gives neither its sum nor the existence of the theory. The integrals for the coefficients diverge (4-04), and the series is also thought to diverge (4-12). The mass gap is thought not to show at any order (4-07), and this chapter shows nothing about it.

Order of this chapter
  1. The idea of perturbation theory — expanding around a Gaussian
  2. Drawing pairings as lines — symmetry factors (Figure 1, Table 1) / Detour: 1949
  3. Connected diagrams — the logarithm is connected diagrams (Table 2)
  4. To fields — lines are propagators
  5. Writing in momentum — conservation laws and loops
  6. The number of loops is the power of ħ — trees are classical
  7. The Feynman rules of Yang–Mills — gauge fixing is needed
  8. The perturbation series — an asymptotic series (Table 3)
  9. What perturbation theory says, and what it does not

01

The idea of perturbation theory — expanding around a Gaussian integral

What can be computed exactly in the Euclidean path integral ((3) of 4-02) is the case where the action is quadratic in the field, that is, a Gaussian integral (2-07 §02). So we split the action into the quadratic part S0S_0 and the interaction SintS_{\mathrm{int}}, and expand e−Sinte^{-S_{\mathrm{int}}} (⟨⋅⟩0\langle\cdot\rangle_0 is the expectation with S0S_0 alone).

⟨F⟩=⟨F e−Sint⟩0⟨e−Sint⟩0,⟨F e−Sint⟩0=formal∑n≥0(−1)nn! ⟨F Sint n⟩0(1)\langle F\rangle=\frac{\langle F\,e^{-S_{\mathrm{int}}}\rangle_0}{\langle e^{-S_{\mathrm{int}}}\rangle_0},\qquad \langle F\,e^{-S_{\mathrm{int}}}\rangle_0\overset{\text{formal}}{=}\sum_{n\ge0}\frac{(-1)^n}{n!}\,\langle F\,S_{\mathrm{int}}^{\,n}\rangle_0 \tag{1}

Exchanging the sum and the integral is formal (§08). Example. In place of a field take one real number xx, and let S=12x2+u4!x4S=\frac12x^2+\frac{u}{4!}x^4 (u≥0u\ge0; the same convention as 4-04). It is a "zero-dimensional field theory" whose spacetime is a single point. From ⟨x2k⟩0=(2k−1)!!\langle x^{2k}\rangle_0=(2k-1)!! (1-08 §06),

Z(u)=∫dx2π e−12x2−u4!x4 ∼ ∑n≥0(4n−1)!!n!(−u4!)n=1−u8+35384u2−3853072u3+⋯(2)Z(u)=\int\frac{dx}{\sqrt{2\pi}}\,e^{-\frac12x^2-\frac{u}{4!}x^4}\ \sim\ \sum_{n\ge0}\frac{(4n-1)!!}{n!}\Bigl(-\frac{u}{4!}\Bigr)^{n}=1-\frac{u}{8}+\frac{35}{384}u^2-\frac{385}{3072}u^3+\cdots \tag{2}

(the meaning of ∼\sim is in §08; the coefficients computed as fractions Computed). All the values of the diagrams are numbers, so the bookkeeping can be checked by hand, and in four dimensions the shapes of the diagrams and the bookkeeping of weights are the same. Each term of the expansion can be written only with averages of polynomials under the Gaussian distribution, that is, moments of the normal distribution. Not one hard integral remains; all that remains is counting.

02

Drawing pairings as lines — from Wick's theorem to diagrams

The term of order nn in (2) was the number of ways of pairing up 4n4n copies of xx two by two (Isserlis' formula, in physics Wick's theorem; (9) of 1-08). Draw each u4!x4\frac{u}{4!}x^4 as a point (vertex) with 4 legs, and join paired legs by lines. Pairings that give the same shape after joining have the same value, so they are grouped by shape. These are Feynman diagrams.

#{pairings giving the shape Γ }n! (4!)n=1S(Γ)(3)\frac{\#\{\text{pairings giving the shape }\Gamma\text{ }\}}{n!\,(4!)^n}=\frac{1}{S(\Gamma)} \tag{3}

The denominator is the number of permutations of vertices and legs, and usually exactly this many pairings make one shape. If the shape has a symmetry, some of the permutations give back the same pairing and the number drops; that ratio is the symmetry factor S(Γ)S(\Gamma), precisely the number of automorphisms of the diagram (exchanges of vertices and reattachments of legs that do not change how the lines are connected) Known. Example. With one vertex there are 3 pairings, all of them a "figure eight". 3/4!=1/83/4!=1/8 is the coefficient of uu in (2), and with the exchange of the loops and the reversal of each loop, S=2⋅2⋅2S=2\cdot2\cdot2.

Figure 1 Choose a case and move the pairing number with the knob, and the pairing of legs (blue lines) and the shape of the diagram it makes change. "Count all" counts by shape
The figure is drawn by JavaScript. The numbers are in Table 1.
Pairing 4 / 105: "bubble with a loop on each side", pairings of this shape: 72, 1/S = 1/16

ComputedThe counting in this figure is done in the browser and has been checked to agree with Table 1. The numbers are the legs of the vertices; x, y and 1–4 are external points (the xx put in from outside).

ComputedTable 1 All pairings generated and sorted into shapes (isomorphism classes) (python3). In brackets: (number of pairings, 1/S1/S)
CasePairingsShapes
Vacuum, 1 vertex3figure eight (3, 1/8)
Vacuum, 2 vertices105bubble with a loop on each side (72, 1/16), joined by four lines (24, 1/48), two figure eights (9, 1/128)
Two-point, 1 vertex15line with a loop (12, 1/2), line and a figure eight (3, 1/8)
Two-point, 2 vertices945loop on a loop (288, 1/4), two loops in a row (288, 1/4), joined by three lines (192, 1/6), and those containing bubbles: line and bubble with a loop on each side (72, 1/16), line with a loop and a figure eight (72, 1/16), line and joined by four lines (24, 1/48), line and two figure eights (9, 1/128)
Four-point, 1 vertex105× (24, 1), line and line with a loop (6 ways × 12, each 1/2), two lines and a figure eight (3 ways × 3, each 1/8)

Detour: the 1949 papers and a theorem the following year

Detour

A subsection you may skip.

The abstract of Feynman (1949) says it presents a viewpoint from which matrix elements can be 'written down directly for any specific problem', and in the same year Dyson (1949) showed the equivalence of the theories of Feynman and Schwinger. The next year Wick (1950) proved an algebraic theorem that simplifies the reduction to 'a sum of "graph" terms'. The formula itself is found in Isserlis (1918), in statistics Known.

03

Connected diagrams — bubbles vanish by division, and the logarithm counts connected diagrams

Table 1 also includes diagrams containing parts not connected to the external points (vacuum bubbles). The value of a diagram made of separate parts is the product of the values of the parts, and the denominator ZZ of (1) is the sum of diagrams made only of bubbles, so bubbles vanish by division. Moreover, the sum of all diagrams is the exponential of the sum of connected diagrams. When kk copies of the same connected diagram CC appear side by side, the exchanges k!k! are added to SS, giving ∑kCk/k!=eC\sum_kC^k/k!=e^C Known. In zero dimensions the value of a line is 1, so the value of a diagram is (−u)n/S(-u)^n/S.

log⁡Z=∑connected vacuum diagrams(−u)nS,⟨x2⟩=∑connected two-point diagrams(−u)nS(4)\log Z=\sum_{\text{connected vacuum diagrams}}\frac{(-u)^n}{S},\qquad \langle x^2\rangle=\sum_{\text{connected two-point diagrams}}\frac{(-u)^n}{S} \tag{4}

Example. For u2u^2, the 116+148=112\frac1{16}+\frac1{48}=\frac1{12} of the connected vacuum diagrams agrees with the coefficient 35384−12⋅164=112\frac{35}{384}-\frac12\cdot\frac1{64}=\frac1{12} of log⁡Z\log Z, and the 14+14+16=23\frac14+\frac14+\frac16=\frac23 of the connected two-point diagrams is the coefficient of ⟨x2⟩\langle x^2\rangle. Read the other way, a single integral is a generating function that counts diagrams, which leads to the counting of diagrams on surfaces (Bessis–Itzykson–Zuber 1980, 7-04).

ComputedTable 2 Sums of (−1)n/S(-1)^n/S for connected shapes counted from all pairings (python3). All agree with the coefficients of the series. In brackets, the coefficient from the series (the two-point n=4n=4 was not counted)
nVacuum pairingsShapes (connected)log⁡Z\log ZTwo-point pairings⟨x2⟩\langle x^2\rangle
131 (1)−1/815−1/2
21053 (2)1/129452/3
310,3957 (4)−11/96135,135−11/8
42,027,02520 (10)17/72—(34/9)
04

To fields — lines are propagators, vertices are integrals over position

For a four-dimensional field the procedure is the same. The quadratic part of the dd-dimensional action

SE[ϕ]=∫ddx[12(∂μϕ)2+12m2ϕ2+u4!ϕ4](5)S_E[\phi]=\int d^dx\Bigl[\tfrac12(\partial_\mu\phi)^2+\tfrac12m^2\phi^2+\tfrac{u}{4!}\phi^4\Bigr] \tag{5}

is a Gaussian measure with covariance G=(−Δ+m2)−1G=(-\Delta+m^2)^{-1} (Δ\Delta is the Laplacian ∑μ∂μ2\sum_\mu\partial_\mu^2; not the Δ\Delta of the mass gap) (4-02 §06), and Wick's theorem can be used as it is. Two things change. The value of a line becomes the propagator G(x−y)G(x-y) (the degree to which the fluctuation of the field at the point xx reaches the point yy; it becomes smaller with distance), and vertices can be placed anywhere in spacetime, so their positions zz are integrated over.

⟨ϕ(x)ϕ(y)⟩=G(x−y)−u2∫ddz  G(x−z) G(0) G(z−y)+O(u2)(6)\langle\phi(x)\phi(y)\rangle=G(x-y)-\frac{u}{2}\int d^dz\;G(x-z)\,G(0)\,G(z-y)+O(u^2) \tag{6}

The second term is the "line with a loop"; the number 1 for ⟨x2⟩=1−u2+⋯\langle x^2\rangle=1-\frac u2+\cdots in zero dimensions has simply been replaced by a propagator. The lowest-order four-point "×" is −u∫ddz∏iG(xi−z)-u\int d^dz\prod_iG(x_i-z), which can be read as four particles meeting at one point. Precisely, it means integrating the position of that point over all space. Note. G(0)G(0) is infinite at d≥2d\ge2 (1-11), and it diverges from first order. Its treatment is 4-04, and the T(Λ)T(\Lambda) there is this loop.

05

Writing in momentum — conservation laws, and the loop integrals that remain

Putting in G(x)=∫ddp(2π)deip⋅xp2+m2G(x)=\int\frac{d^dp}{(2\pi)^d}\frac{e^{ip\cdot x}}{p^2+m^2} (the inverse Fourier transform of the G^\hat G of (10) in 1-11; the rotation is (5) of 4-02) and integrating over the positions of the vertices gives ∫ddz ei(p1+⋯+p4)⋅z=(2π)dδ(d)(p1+⋯+p4)\int d^dz\,e^{i(p_1+\cdots+p_4)\cdot z}=(2\pi)^d\delta^{(d)}(p_1+\cdots+p_4): momentum is conserved at each vertex. The δ\delta here is the relation of 1-11 that integrating a plane wave over all space concentrates the value only where the wave number is 0. The integral over positions turns into a condition on adding momenta. There are VV conditions for II internal lines, and one of them is overall conservation, involving only the external lines, so the number of momenta left free in a connected diagram is

L=I−V+1(7)L=I-V+1 \tag{7}

which is the number of independent cycles (loops) of the diagram Known. The rules are 1/(p2+m2)1/(p^2+m^2) for each line, −u-u for each vertex, ∫ddk/(2π)d\int d^dk/(2\pi)^d for each loop, and 1/S1/S overall. Example. The one-loop four-point "bubble" has I=V=2I=V=2, L=1L=1, and with momentum PP flowing in,

u22∫ddk(2π)d  1(k2+m2)((k+P)2+m2)(8)\frac{u^2}{2}\int\frac{d^dk}{(2\pi)^d}\;\frac{1}{(k^2+m^2)\bigl((k+P)^2+m^2\bigr)} \tag{8}

The two-point "joined by three lines" diagram has I=3I=3, V=2V=2, L=2L=2, and is a double integral. (8) behaves like kd−1dk/k4k^{d-1}dk/k^4 for large ∣k∣|k|, and diverges logarithmically at d=4d=4. Adding the three bubbles and changing the sign gives the one-loop term of (4) in 4-04.

06

The number of loops is the power of ℏ\hbar — trees are classical, loops are quantum corrections

Restoring the weight to e−SE/ℏe^{-S_E/\hbar}, propagators are multiplied by ℏ\hbar and vertices by 1/ℏ1/\hbar. For a connected diagram with I′I' lines including those going to external points, VV vertices and EE external points, counting external points as points too, L=I′−V−E+1L=I'-V-E+1, so

ℏ I′−V=ℏ L+E−1(9)\hbar^{\,I'-V}=\hbar^{\,L+E-1} \tag{9}

Fixing EE, the power of ℏ\hbar is fixed by the number of loops (Srednicki §21) Known. The lowest order is diagrams without loops (trees), and the abstract of Boulware–Brown (1968) writes that the classical field made by a source is 'the generating functional of the tree-graph approximation' Known.

Example. The classical solution of 12x2+u4!x4−Jx\frac12x^2+\frac u{4!}x^4-Jx, zero dimensions with a source added, is xcl=J−u6J3+u212J5−u318J7+⋯x_{\mathrm{cl}}=J-\frac u6J^3+\frac{u^2}{12}J^5-\frac{u^3}{18}J^7+\cdots. In general it can be written xcl=∑k(−1)kTk (u/6)kJ2k+1x_{\mathrm{cl}}=\sum_k(-1)^kT_k\,(u/6)^kJ^{2k+1}, where Tk=1,1,3,12,55,…T_k=1,1,3,12,55,\dots is the number of ternary trees. Integrating numerically at u=1u=1, J=0.8J=0.8, (⟨x⟩−xcl)/ℏ(\langle x\rangle-x_{\mathrm{cl}})/\hbar approaches −0.2167, −0.2266, −0.2277-0.2167,\,-0.2266,\,-0.2277 at ℏ=0.1, 0.01, 0.001\hbar=0.1,\,0.01,\,0.001, the value −0.2278-0.2278 of the one-loop diagram (a line with a loop around xclx_{\mathrm{cl}}) Computed. In Yang–Mills, rescaling as A^=gA\hat A=gA makes the action 12g2∫tr F^2\frac1{2g^2}\int\mathrm{tr}\,\hat F^2 ((7) of 4-02), which enters the weight only in the combination g2ℏg^2\hbar, so the loop expansion is an expansion in g2g^2 (3-03).

07

The Feynman rules of Yang–Mills — a quadratic form that cannot be inverted, and three-point and four-point vertices

The conventions are the same as in 3-02: gg is written split, Fμνa=∂μAνa−∂νAμa+gfabcAμbAνcF^a_{\mu\nu}=\partial_\mu A^a_\nu-\partial_\nu A^a_\mu+gf^{abc}A^b_\mu A^c_\nu, SE=14∫FμνaFμνa d4xS_E=\frac14\int F^a_{\mu\nu}F^a_{\mu\nu}\,d^4x. Split into quadratic, cubic and quartic parts ((11) of 3-02 read in Euclidean form as in 4-02 §04; all indices are lower, and repeated indices are summed over 1–4),

SE=12 ⁣∫ ⁣Aμa(−∂2δμν+∂μ∂ν)Aνa+gfabc ⁣∫ ⁣(∂μAνa)AμbAνc+g24fabefcde ⁣∫ ⁣AμaAνbAμcAνd(10)S_E=\frac12\!\int\! A^a_\mu\bigl(-\partial^2\delta_{\mu\nu}+\partial_\mu\partial_\nu\bigr)A^a_\nu+gf^{abc}\!\int\!(\partial_\mu A^a_\nu)A^b_\mu A^c_\nu+\frac{g^2}{4}f^{abe}f^{cde}\!\int\! A^a_\mu A^b_\nu A^c_\mu A^d_\nu \tag{10}

The quadratic kernel is Kμν=p2δμν−pμpνK_{\mu\nu}=p^2\delta_{\mu\nu}-p_\mu p_\nu in momentum, and sends pμp_\mu to 0. This is because Aμ=∂μλA_\mu=\partial_\mu\lambda is the direction of infinitesimal gauge transformations, which do not change the action (4-02 §07). There is no inverse matrix, so no propagator can be made. Adding the gauge-fixing term 12α∫(∂μAμa)2\frac1{2\alpha}\int(\partial_\mu A^a_\mu)^2 (justified in 4-08),

Kμν(α)=p2δμν−(1−1α)pμpν,Dμνab(p)=δabp2(δμν−(1−α)pμpνp2)(11)K^{(\alpha)}_{\mu\nu}=p^2\delta_{\mu\nu}-\Bigl(1-\frac1\alpha\Bigr)p_\mu p_\nu,\qquad D^{ab}_{\mu\nu}(p)=\frac{\delta^{ab}}{p^2}\Bigl(\delta_{\mu\nu}-(1-\alpha)\frac{p_\mu p_\nu}{p^2}\Bigr) \tag{11}

and for α=1\alpha=1 (the Feynman gauge), δabδμν/p2\delta^{ab}\delta_{\mu\nu}/p^2 (the same letter as in 4-08). The passage to momentum is Aμa(x)=∫d4p(2π)4eip⋅xA~μa(p)A^a_\mu(x)=\int\frac{d^4p}{(2\pi)^4}e^{ip\cdot x}\tilde A^a_\mu(p) (derivatives become ipμip_\mu). A vertex is the term of order nn of the action differentiated nn times with respect to A~\tilde A, with the sign changed (excluding (2π)4δ(∑p)(2\pi)^4\delta(\sum p)); the sign of e−Se^{-S} enters here (all momenta flowing in). Taking the opposite direction of Fourier transform reverses the sign of ii in (12).

Vμνλabc(p,q,r)=ig fabc[δμν(p−q)λ+δνλ(q−r)μ+δλμ(r−p)ν](12)V^{abc}_{\mu\nu\lambda}(p,q,r)=ig\,f^{abc}\bigl[\delta_{\mu\nu}(p-q)_\lambda+\delta_{\nu\lambda}(q-r)_\mu+\delta_{\lambda\mu}(r-p)_\nu\bigr] \tag{12} Vμνλρabcd=−g2[fabefcde(δμλδνρ−δμρδνλ)+facefbde(δμνδλρ−δμρδνλ)+fadefbce(δμνδλρ−δμλδνρ)](13)V^{abcd}_{\mu\nu\lambda\rho}=-g^2\bigl[f^{abe}f^{cde}(\delta_{\mu\lambda}\delta_{\nu\rho}-\delta_{\mu\rho}\delta_{\nu\lambda})+f^{ace}f^{bde}(\delta_{\mu\nu}\delta_{\lambda\rho}-\delta_{\mu\rho}\delta_{\nu\lambda})+f^{ade}f^{bce}(\delta_{\mu\nu}\delta_{\lambda\rho}-\delta_{\mu\lambda}\delta_{\nu\rho})\bigr] \tag{13}

The three-point vertex is proportional to momentum, the four-point vertex does not depend on momentum, and both contain fabcf^{abc}. Example. Putting plane waves into (10), extracting the coefficients directly, and comparing with (11)–(13) for 20 random sets of momenta, polarisations and colours in SU(2) and SU(3), the relative error was at most 8×10−138\times10^{-13} Computed.

Ghosts. The abstract of Faddeev–Popov (1967) writes 'Feynman and De Witt showed, that the rules must be changed for ... diagrams with closed loops', and proposed a method of obtaining the rules for arbitrary diagrams from the path integral. The result is the rule of adding ghosts with propagator δab/p2\delta^{ab}/p^2 and a vertex with two ghost lines and one gauge field line, and multiplying by −1-1 for each closed ghost loop (Srednicki §71) Known. −1-1 comes from ghosts being anticommuting numbers (4-08). The derivation, and the limits of the local gauge fixing it presupposes (3-04), are in 4-08.

08

The perturbation series — the coefficients grow factorially, and it must be cut off somewhere

The ratio of the coefficients ana_n of (2) is ∣an+1/an∣=(4n+1)(4n+3)24(n+1)≈2n3|a_{n+1}/a_n|=\frac{(4n+1)(4n+3)}{24(n+1)}\approx\frac{2n}{3}, so ana_n grows at a rate of roughly n! (2/3)nn!\,(2/3)^n, and the series does not converge for any u>0u\gt0. That the integral (2) diverges for u<0u\lt0 shows the same circumstance. The argument of this form in quantum electrodynamics was made by Dyson (1952), whose abstract qualifies the conclusion as 'tentatively' (4-12). Even so, putting s=u4!x4s=\frac{u}{4!}x^4 into the Taylor remainder ∣e−s−∑n<N(−s)n/n!∣≤sN/N!\bigl|e^{-s}-\sum_{n\lt N}(-s)^n/n!\bigr|\le s^N/N! (s≥0s\ge0) and integrating gives

∣ Z(u)−∑n<Nanun∣≤∣aN∣ uN(u≥0)(14)\Bigl|\,Z(u)-\sum_{n\lt N}a_nu^n\Bigr|\le|a_N|\,u^N\qquad(u\ge0) \tag{14}

Known. Fixing NN and letting u→0u\to0, the error vanishes at the rate uNu^N. This is an asymptotic series, and it is the meaning of the ∼\sim in (2). Fixing uu and increasing NN, the error first falls and then rises, and the best is around N≈3/(2u)N\approx3/(2u), where the terms are smallest (the valley of term sizes can be moved in Figure 1 of 4-12).

ComputedTable 3 Truncation of ⟨x2⟩=1−12u+23u2−118u3+349u4−⋯\langle x^2\rangle=1-\frac12u+\frac23u^2-\frac{11}8u^3+\frac{34}9u^4-\cdots (python3, N≤16N\le16)
uExact ⟨x2⟩\langle x^2\rangleBest NLeast errorError at N=10
0.10.955577141.3e−62.3e−6
0.20.91936661.6e−33.2e−3
0.50.83859527.8e−241
1.00.75051100.254.7e4

For u=1u=1, adding nothing, N=0N=0, is best. (14) also held numerically for u≤1u\le1, N≤16N\le16 Computed. For field theory, the problem statement writes that in many known examples ('In most known examples') perturbation series are 'divergent expansions' (Jaffe–Witten §6.1), and that in the two-dimensional models that have been constructed the scattering matrix can be expanded as 'an asymptotic series in the coupling constants' (§6.2). For four-dimensional Yang–Mills there is not yet a theory with which to say what the series is an asymptotic expansion of.

09

What perturbation theory says, and what it does not

The coefficient at each order is a finite sum of diagram integrals, and that each order is finite after renormalisation is a theorem, gauge theories included (4-04 §08, 4-05) Known. The sum of the series has no meaning in general. There are also things that do not show in perturbation theory. The propagator (11) has a pole at p=0p=0 and represents a massless particle. If there is a mass gap, it is thought to come in a form that looks 0 at every order in g2g^2, like Λ∝e−1/(2b0g2)\Lambda\propto e^{-1/(2b_0g^2)} (4-07) Physics. §6.6 of the problem statement also writes 'the mass gap is not classically visible'.

Even so, perturbation theory is part of the conditions of the problem statement. §4 requires that the correlation functions of the constructed theory agree at short distances with asymptotic freedom and the predictions of perturbative renormalisation theory (quoted in 0-03 §07). Perturbation theory is not a method of making the theory but a mark that the theory made must meet. Asymptotic freedom is 4-06, and large NN is 7-04.


What this chapter can say

Content
What is saidThe expansion of (1)(2)(4) and how to count diagrams, the symmetry factor of (3), the loop counting of (7)(9), the form of the Feynman rules (11)–(13), and (14) in zero dimensions Known. Tables 1–3, Figure 1, the numbers in §06 and §07 Computed
ConditionalThe values of field diagrams such as (6)(8) have meaning only once a cutoff is put in (4-04). The ghost rules are rules under local gauge fixing (4-08). The view that the mass gap comes in the form e−1/g2e^{-1/g^2} is an expectation of physics Physics
What is not saidThe sum of the perturbation series, an estimate corresponding to (14) in field theory, the existence of four-dimensional Yang–Mills, the mass gap (this site shows none of them)

Sources and reproduction

ItemKindSource / tools
Quotations from the problem statement (§4, §6.1, §6.2, §6.6)TextA. Jaffe, E. Witten, Quantum Yang–Mills Theory, Clay Math. Inst. (2000)
Counting of ℏ\hbar, the −1-1 of ghostsText §21, §71M. Srednicki, Quantum Field Theory, Cambridge UP (2007) (the author's public draft)
The beginnings of the diagram methodAbstractR. P. Feynman, Phys. Rev. 76 (1949) 769 / F. J. Dyson, Phys. Rev. 75 (1949) 486 / G. C. Wick, Phys. Rev. 80 (1950) 268
The formula for Gaussian momentsBibliographic data onlyL. Isserlis, Biometrika 12 (1918) 134–139
The ghost rulesAbstractL. D. Faddeev, V. N. Popov, Phys. Lett. B 25 (1967) 29–30. The earlier Feynman, Acta Phys. Polon. 24 (1963) 697 and DeWitt, Phys. Rev. 162 (1967) 1195, 1239 bibliographic data only
Tree diagrams and the classical / counting diagrams / divergence of the seriesAbstractD. G. Boulware, L. S. Brown, Phys. Rev. 172 (1968) 1628 / D. Bessis, C. Itzykson, J.-B. Zuber, Adv. Appl. Math. 1 (1980) 109 / F. J. Dyson, Phys. Rev. 85 (1952) 631
Tables 1 and 2, Figure 1Computedpython3 (all pairings generated and sorted into isomorphism classes by permutations; vacuum up to the 2,027,025 pairings at order 4). The figure's JS uses the same classification, checked to agree with node
The comparison in §07Computedpython3 (NumPy; coefficients extracted by putting in plane waves)
Table 3, the numbers in §06Computedpython3 (coefficients as fractions; exact values by SciPy numerical integration, ZZ also agreeing with the closed formula with the Bessel function K1/4K_{1/4})

Next chapter to read: 4-04 Divergences and renormalisation. The G(0)G(0) of (6) and the logarithmic divergence of (8) are rewritten in terms of the measured coupling.

← 4-02 The path integral and EuclideanisationContents4-04 Divergences and renormalisation →

Revised 2026-10-01: first version.