computo ergo sum

2026-10-01 · chapter Yang–Mills and the mass gapPart 4 Quantisationthe path integral, Wick rotation

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

The path integral and Euclideanisation — make time imaginary, and field theory becomes a problem of probability in four dimensions

What this chapter shows — That the path integral of a field is a sum over all field configurations.
That making time imaginary turns the weight eiSe^{iS} into e−SEe^{-S_E}, and for Yang–Mills, since SE≥0S_E\ge0, it can be read as a probability weight.
That Lorentz transformations become four-dimensional rotations, and time becomes one of four equal directions.

Prerequisite chapters — 2-07 (the path integral, imaginary time), 2-04 (Lorentz transformations, the action of a field). §04 uses the non-abelian field strength of 3-02 and 3-03. For the Hamiltonian, 4-01; for Gaussian measures, 1-09.

Said first — Many of the manipulations in this chapter are formal. Wick rotation is a heuristic, and the rigorous correspondence is the Osterwalder–Schrader reconstruction (4-10). The measure of four-dimensional Yang–Mills has not been constructed, and this chapter shows nothing about the mass gap.

Order of this chapter
  1. From paths to field configurations — on the lattice, an integral tens of millions of times multiple
  2. Making time imaginary — iSiS becomes −SE-S_E
  3. The rotation seen in the propagator — turning while avoiding the poles (Figure 1, Table 1)
  4. Rotating the Yang–Mills field — SE≥0S_E\ge0, and the θ term stays imaginary
  5. Spacetime becomes space — boosts become rotations (Table 2)
  6. Field theory as a probability measure — on the lattice, a genuine measure (Figure 2)
  7. What is missing for gauge fields — the volume of the orbits (Table 3)
  8. Correlations in imaginary time read the energy — the link to the gap
  9. Detour: writing the vacuum wave function on half of spacetime — checked with the oscillator

01

From paths to field configurations — what is summed becomes a function

In 2-07 we summed eiSe^{iS} over the paths x(t)x(t) of one particle. In field theory, instead of paths, we sum over all functions on spacetime φ(t,x⃗)\varphi(t,\vec x), all histories of the field. The correlation in the vacuum Ω\Omega (T\mathrm T is the convention of putting later times to the left) is formally written

⟨Ω∣ T φ(x1)⋯φ(xn) ∣Ω⟩=∫Dφ  φ(x1)⋯φ(xn) eiS[φ]∫Dφ  eiS[φ](1)\langle\Omega|\,\mathrm T\,\varphi(x_1)\cdots\varphi(x_n)\,|\Omega\rangle=\frac{\int\mathcal D\varphi\;\varphi(x_1)\cdots\varphi(x_n)\,e^{iS[\varphi]}}{\int\mathcal D\varphi\;e^{iS[\varphi]}} \tag{1}

Even for one particle eiSDxe^{iS}\mathcal Dx was not a measure (2-07 §03). For fields there are also infinitely many variables at each time (1-09).

Example. Cut into a lattice, (1) is a finite multiple integral. A lattice of space 32332^3 and time 64 has 2,097,152 points, and the Yang–Mills field of SU(3)SU(3) has 4 links per point and 8 real numbers per link, so it is a 67,108,864-fold integral Computed. The difficulties are two: the oscillation of eiSe^{iS}, and the limit of finer steps and a larger box. This chapter removes the first (the second is Parts 5 and 6).

02

Making time imaginary — iSiS becomes −SE-S_E

The substitution t=−iτt=-i\tau has appeared twice. In 2-04 §09 we only substituted it into the wave equation and saw oscillation turn into decay. In 2-07 §05 we rotated the weight of the one-particle path integral. Here we rotate the action and correlations of fields. Putting t=−iτt=-i\tau (ℏ=c=1\hbar=c=1, signs (−,+,+,+)(-,+,+,+), x4=τx_4=\tau) into the scalar field action ((7) of 2-04 with the potential energy VV added), from dt=−i dτdt=-i\,d\tau and (∂tφ)2=−(∂τφ)2(\partial_t\varphi)^2=-(\partial_\tau\varphi)^2,

iSM=−SE,SE[φ]=∫d4x[12∑μ=14(∂μφ)2+12m2φ2+V(φ)](2)iS_M=-S_E,\qquad S_E[\varphi]=\int d^4x\Bigl[\tfrac12\sum_{\mu=1}^{4}(\partial_\mu\varphi)^2+\tfrac12m^2\varphi^2+V(\varphi)\Bigr] \tag{2}

follows. The sign of the time derivative has come into line with the space derivatives, and the four directions are equal. SES_E is called the Euclidean action, and if VV is bounded below, the weight e−SEe^{-S_E} is positive and bounded. (1) is replaced by the Schwinger functions (the name is said to come from Schwinger 1958).

Sn(x1,…,xn)=1Z∫Dφ  φ(x1)⋯φ(xn) e−SE[φ],Z=∫Dφ  e−SE[φ](3)S_n(x_1,\dots,x_n)=\frac1Z\int\mathcal D\varphi\;\varphi(x_1)\cdots\varphi(x_n)\,e^{-S_E[\varphi]},\qquad Z=\int\mathcal D\varphi\;e^{-S_E[\varphi]} \tag{3}

Example. If V=0V=0, (3) is a Gaussian integral with covariance (−Δ+m2)−1(-\Delta+m^2)^{-1} (Δ\Delta is the Laplacian ∑μ∂μ2\sum_\mu\partial_\mu^2; not the Δ\Delta of the mass gap), and S2(x,y)=G(x−y)S_2(x,y)=G(x-y) is the propagator of (10) of 1-11. Note. (1) is not a convergent integral, so putting in t=−iτt=-i\tau is not a change of variables but a rewriting rule. The precise content is the analytic continuation of correlation functions; seen in a single integral, it takes the form of the next section.

03

The rotation seen in the propagator — turning the contour while avoiding the poles

The two-point function of a free field of mass mm, written in momentum, is

⟨Ω∣ T φ(x)φ(0) ∣Ω⟩=∫d4p(2π)4 eip⋅x −ip2+m2−iε,p2=−(p0)2+∣p⃗∣2(4)\langle\Omega|\,\mathrm T\,\varphi(x)\varphi(0)\,|\Omega\rangle=\int\frac{d^4p}{(2\pi)^4}\,e^{ip\cdot x}\,\frac{-i}{p^2+m^2-i\varepsilon},\qquad p^2=-(p^0)^2+|\vec p|^2 \tag{4}

ε→+0\varepsilon\to+0 fixes on which side the poles are avoided (Feynman's prescription). We first look at the component with time difference t=0t=0. Then in eip⋅xe^{ip\cdot x} the factor e−ip0te^{-ip^0t} from p0p^0 is 1. Setting ω=∣p⃗∣2+m2\omega=\sqrt{|\vec p|^2+m^2}, the integrand in p0p^0 is i/((p0)2−ω2+iε)i/((p^0)^2-\omega^2+i\varepsilon), and the poles ±ω2−iε\pm\sqrt{\omega^2-i\varepsilon} are in the fourth and second quadrants.

Here we use just one fact about complex integrals. A pole is a point where the denominator is 0. In the complex plane, integrating along a closed path that does not enclose a pole gives 0 (Cauchy's integral theorem; precisely, the condition is that the function be complex-differentiable on and inside the path, which a rational function whose denominator does not vanish satisfies) Known. So moving the contour continuously without crossing a pole does not change the value.

Turn the contour anticlockwise as p0=eiθsp^0=e^{i\theta}s (ss real). While θ\theta is between 0 and 90°, the moving line sweeps only the first and third quadrants and does not cross a pole. Joining the two lines before and after turning by distant arcs of radius RR makes a closed path that encloses no pole. The length of the arcs is proportional to RR and the integrand decreases as 1/R21/R^2, so the contribution of the arcs vanishes as 1/R1/R. So the integral along the real axis equals the integral along the turned line, θ=90∘\theta=90^\circ, that is, at p0=ip4p^0=ip_4,

∫−∞∞dp02π  i(p0)2−ω2+iε  =  ∫−∞∞dp42π  1p42+ω2  =  12ω(ε→0)(5)\int_{-\infty}^{\infty}\frac{dp^0}{2\pi}\;\frac{i}{(p^0)^2-\omega^2+i\varepsilon}\;=\;\int_{-\infty}^{\infty}\frac{dp_4}{2\pi}\;\frac{1}{p_4^2+\omega^2}\;=\;\frac{1}{2\omega}\qquad(\varepsilon\to0) \tag{5}

The integrand on the right-hand side is positive and smooth. In four dimensions −i d4p/(p2+m2−iε)-i\,d^4p/(p^2+m^2-i\varepsilon) is replaced by d4pE/(pE2+m2)d^4p_E/(p_E^2+m^2), and this is the Euclidean propagator Known. 1/(2ω)1/(2\omega) is the ⟨x2⟩\langle x^2\rangle of the ground state of an oscillator of frequency ω\omega (2-06), and each Fourier component of a free field was an oscillator (2-06 §08).

The t≠0t\ne0 component carries the factor e−ip0te^{-ip^0t}. If p0=eiθsp^0=e^{i\theta}s is turned into the first quadrant, on the side of st>0st>0, ∣e−ip0t∣=estsin⁡θ|e^{-ip^0t}|=e^{st\sin\theta} grows far away, so the contribution of the arcs does not vanish. So tt is also turned by the same angle in the opposite direction, as t=e−iθτt=e^{-i\theta}\tau. Then at every angle along the way p0t=sτp^0t=s\tau is real, the factor stays an oscillation of modulus 1, and the argument with arcs goes through. At θ=90∘\theta=90^\circ, t=−iτt=-i\tau, p0=ip4p^0=ip_4, p0t=p4τp^0t=p_4\tau. This is why time turns clockwise and energy anticlockwise.

Turning the other way crosses a pole and changes the sign (Figure 1, Table 1), so the direction is fixed by iεi\varepsilon. The name is said to come from Wick's (1954) treatment of the Bethe–Salpeter equation.

Figure 1 Changing the angle θ changes the contour in the p0p^0 plane (thick line in the contour plot) and the integrand on it (in the integrand plot, solid line real part, dashed line imaginary part). As long as no pole (×) is crossed, the integral I(θ)I(\theta) does not change (ω=1\omega=1)
θ = 30°, ε = 0.40: I(θ) = 0.4731 + 0.0911i

ComputedThe numbers in this figure were computed on this machine (trapezoidal rule with s=tan⁡us=\tan u).

ComputedTable 1 I(θ)I(\theta) of Figure 1 (python3). The angle of the pole for ε=0.4\varepsilon=0.4 is −10.90∘-10.90^\circ.
θεI(θ)
90°, 30°, 0°, −10°0.4+0.473094 + 0.091110i
−12°, −45°, −90°0.4−0.473094 − 0.091110i
0°0.0010.500000 + 0.000250i

The value is the same whatever the angle; turning the other way past the pole only reverses the sign.

04

Rotating the Yang–Mills field — E2−B2E^2-B^2 becomes E2+B2E^2+B^2

The notation follows the A^=gA\hat A=gA of 3-03 §01, written without hats. That is, gg is absorbed into AA, AμA_\mu are Hermitian matrices, Dμ=∂μ−iAμD_\mu=\partial_\mu-iA_\mu, Fμν=∂μAν−∂νAμ−i[Aμ,Aν]F_{\mu\nu}=\partial_\mu A_\nu-\partial_\nu A_\mu-i[A_\mu,A_\nu] (the same as (9) of 2-04), tr(TaTb)=12δab\mathrm{tr}(T^aT^b)=\frac12\delta^{ab}.

The gauge field is a 1-form (1-07), so it is rotated as A0 dt=A4 dτA_0\,dt=A_4\,d\tau, that is, A0=iA4A_0=iA_4. Together with ∂0=i∂4\partial_0=i\partial_4,

F0j=i∂4Aj−i∂jA4−i[iA4,Aj]=i F4j,FμνFμν=−2F0jF0j+FjkFjk=∑μ,ν=14FμνFμν(6)F_{0j}=i\partial_4A_j-i\partial_jA_4-i[iA_4,A_j]=i\,F_{4j},\qquad F_{\mu\nu}F^{\mu\nu}=-2F_{0j}F_{0j}+F_{jk}F_{jk}=\sum_{\mu,\nu=1}^{4}F_{\mu\nu}F_{\mu\nu} \tag{6}

In words, only the components with one time index (the components of the electric field) get one ii, which squares to −1-1. In the Minkowski metric the square of the electric field carried −1-1, so the two cancel, and all four indices line up with the same sign. This is the same thing as the sign of (∂tφ)2(\partial_t\varphi)^2 coming into line with the space derivatives in (2) for the scalar field. Putting this into SM=−12g2∫dt d3x tr FμνFμνS_M=-\frac1{2g^2}\int dt\,d^3x\,\mathrm{tr}\,F_{\mu\nu}F^{\mu\nu} ((1) of 3-03 written in hatted notation) leaves i⋅(−i)=1i\cdot(-i)=1, and with iSM=−SEiS_M=-S_E,

SE[A]=12g2∫d4x  tr FμνFμν=1g2∫d4x  tr(EE2+B2)  ≥  0,EE,j=F4j, Bj=12εjklFkl(7)S_E[A]=\frac1{2g^2}\int d^4x\;\mathrm{tr}\,F_{\mu\nu}F_{\mu\nu}=\frac1{g^2}\int d^4x\;\mathrm{tr}\bigl(E_E^2+B^2\bigr)\;\ge\;0,\qquad E_{E,j}=F_{4j},\ B_j=\tfrac12\varepsilon_{jkl}F_{kl} \tag{7}

For Hermitian XX, tr X2=∑∣Xij∣2≥0\mathrm{tr}\,X^2=\sum|X_{ij}|^2\ge0, so SE≥0S_E\ge0, with equality only when F=0F=0. For configurations of topological charge QQ, SE≥8π2∣Q∣/g2S_E\ge8\pi^2|Q|/g^2 ((12) of 3-03, 3-05) Known. Example. For configurations with A4=0A_4=0 and AjA_j independent of τ\tau, EE=0E_E=0, so over imaginary time of length TT, SES_E is TET\mathcal E (E=1g2∫tr B2d3x\mathcal E=\frac1{g^2}\int\mathrm{tr}\,B^2d^3x is the magnetic energy), and the weight is e−TEe^{-T\mathcal E}.

The θ term stays imaginary

The topological term θQ\theta Q is different. Each component contains exactly one FF with a time index, so the ii from the rotation and the −i-i of dtdt cancel, and the weight is e−SEeiθQe^{-S_E}e^{i\theta Q} (the sign depends on the orientation convention), which for θ≠0\theta\ne0 is complex. Vicari–Panagopoulos (2009) write 'the complex nature of the θ term in the Euclidean QCD Lagrangian prohibits a direct MC simulation at θ ≠ 0' Known. From here on θ=0\theta=0.

05

Spacetime becomes space — boosts become rotations

Putting t=−iτt=-i\tau and an imaginary rapidity ϕ=iα\phi=i\alpha into the boost t′=tcosh⁡ϕ−xsinh⁡ϕt'=t\cosh\phi-x\sinh\phi, x′=xcosh⁡ϕ−tsinh⁡ϕx'=x\cosh\phi-t\sinh\phi of 2-04, from cosh⁡iα=cos⁡α\cosh i\alpha=\cos\alpha and sinh⁡iα=isin⁡α\sinh i\alpha=i\sin\alpha,

τ′=τcos⁡α+xsin⁡α,x′=xcos⁡α−τsin⁡α(8)\tau'=\tau\cos\alpha+x\sin\alpha,\qquad x'=x\cos\alpha-\tau\sin\alpha \tag{8}

which is a rotation of the (τ,x)(\tau,x) plane. The Lorentz group SO(3,1)SO(3,1) is replaced by the rotation group SO(4)SO(4) Known. The interval becomes τ2+∣x⃗∣2≥0\tau^2+|\vec x|^2\ge0, and the light cone and the distinction between past and future disappear. Which direction to call time is chosen afterwards. If reflection positivity (4-10) also holds, then by rotation invariance the same theory comes back whichever direction is chosen as time. The method of carrying each into the other is an achievement of axiomatic field theory Known (§3 of the exposition by Jaffe–Witten [2000, 0-03], the official problem statement of the Clay prize problem; hereafter "the exposition").

The lattice reduces rotations to 90°

The rotations left on the lattice are only steps of 90° and reflections, and that SO(4)SO(4) comes back for a→0a\to0 also has to be shown. For the free field on a four-dimensional lattice (m=1m=1, a=1/2na=1/2n), we compare the correlations at distance-1 points (2n,0,0,0)(2n,0,0,0) and (n,n,n,n)(n,n,n,n). The continuum correlation is G(r)=m K1(mr)4π2rG(r)=\dfrac{m\,K_1(mr)}{4\pi^2r}. K1K_1 is a special function called the modified Bessel function, which decays as e−mre^{-mr} far away (near the origin it behaves like 1/(mr)1/(mr), G≈1/(4π2r2)G\approx1/(4\pi^2r^2)).

ComputedTable 2 Ratio of the lattice two-point function to the continuum G(1)=K1(1)/4π2G(1)=K_1(1)/4\pi^2. The lattice side is computed from a single-integral representation using the family of modified Bessel functions IνI_\nu.
a1/21/41/81/161/32
Axis1.43291.12971.02471.00581.0014
Diagonal0.81260.94750.98690.99670.9992

On a coarse lattice the correlation differs by a factor of about 1.8 depending on direction, and the difference vanishes in proportion to a2a^2. Wilson's lattice (5-01) keeps reflection positivity (4-10) exactly at the price of breaking rotations. The exposition writes that if a regularisation loses reflection positivity, there are few ways to recover it (Jaffe–Witten §6.5).

06

Field theory as a probability measure — reading e−SEe^{-S_E} as a probability

If SES_E is bounded below, e−SE/Ze^{-S_E}/Z can be read like a probability density on field configurations, and (3) are its moments. Field theory becomes a theory of random functions on four-dimensional space. The exposition attributes this view to Symanzik (Jaffe–Witten §3) Known.

Precisely, there is no Lebesgue measure Dφ\mathcal D\varphi in infinite dimensions (1-09), so it is correct as it stands only in finite dimensions. On a periodic lattice Λa,L\Lambda_{a,L} with spacing aa and side LL,

dμa,L(φ)=1Za,L  e−SE(a)(φ)∏x∈Λa,Ldφ(x)(9)d\mu_{a,L}(\varphi)=\frac{1}{Z_{a,L}}\;e^{-S_E^{(a)}(\varphi)}\prod_{x\in\Lambda_{a,L}}d\varphi(x) \tag{9}

is a genuine probability measure (SE(a)S_E^{(a)} is (2) with derivatives replaced by differences and integrals by sums). Making a field theory means showing the limits of the moments as a→0a\to0, L→∞L\to\infty and their properties (6-01). The limit of the free field is a Gaussian measure on a space of distributions, and the exposition writes that nonlinear fields need non-Gaussian measures ('one requires non-Gaussian dµ to obtain nonlinear fields') (Jaffe–Witten §6.2, 1-09).

Figure 2 Changing the correlation length ξ changes a sample of the free field on a two-dimensional periodic lattice (96×96) (left; colour is φ/G(0)\varphi/\sqrt{G(0)}) and its vertical and horizontal correlations (right, ● and □; the solid line is the exact G(r)/G(0)G(r)/G(0)). It is a single sample, so the correlations at points fluctuate ("Redraw" gives another sample; the average over 200 samples is in the text)
ξ = 8: G(0) = 0.6056, G(8)/G(0) = 0.111 (exact). The values of a single sample fluctuate (the average over 200 samples is in the text)

ComputedThe numbers in this figure were computed on this machine (random numbers with a fixed seed).

Looking at the samples, one cannot tell which axis is time. In 200 samples made the same way (python3), with ξ=8\xi=8 (the mass coefficient of the action M=2sinh⁡12ξM=2\sinh\frac1{2\xi}, chosen so that the correlation decays exactly as e−r/ξe^{-r/\xi}), the correlation at distance 8 is 0.1120 ± 0.0032 vertically and 0.1112 ± 0.0030 horizontally, against 0.1107 exactly, and for ξ=2,4,16\xi=2,4,16 too they agree within twice the standard error Computed. That G(0)G(0) grows logarithmically with ξ\xi is a manifestation of the divergence of point values in two dimensions (2-07 §09).

07

What is missing for gauge fields — the volume of the orbits and compact groups

SE[A]S_E[A] does not change under gauge transformations (3-02), so e−SEe^{-S_E} is constant on gauge orbits (the collections of connections carried into one another by gauge transformations, 3-04). An orbit is infinite-dimensional, with one group attached at each point, and the integral in its direction is infinite even formally.

(A) The weight e−(x−y)2/2e^{-(x-y)^2/2} does not change under the shift (x,y)→(x+c,y+c)(x,y)\to(x+c,y+c), and the orbits are infinitely long lines. The integral ZRZ_R over the square [−R,R]2[-R,R]^2 grows in proportion to RR, but the average of (x−y)2(x-y)^2, which is unchanged by the shift, tends to 1. (B) The orbits of the weight eβcos⁡(θ1−θ2)e^{\beta\cos(\theta_1-\theta_2)} are circles of length 2π2\pi, and integrating with the uniform measure on the circle (Haar measure), Z=(2π)2I0(β)Z=(2\pi)^2I_0(\beta) is finite for every β\beta (checked by double integrals and Bessel functions) Computed. Here I0I_0 is the ν=0\nu=0 of the IνI_\nu of Table 2, and

I0(β)=12π∫02πeβcos⁡θ dθI_0(\beta)=\frac1{2\pi}\int_0^{2\pi}e^{\beta\cos\theta}\,d\theta

Setting θ=θ1−θ2\theta=\theta_1-\theta_2, the remaining integral over θ2\theta_2 just produces one factor of the orbit length 2π2\pi.

ComputedTable 3 Toy (A). ZRZ_R agrees with the closed formula to 10 digits.
RZR/2RZ_R/2R⟨(x−y)2⟩R\langle(x-y)^2\rangle_R
11.5280.4341
102.4070.9584
1002.4970.9960
10002.5060.9996

In (A) the denominator and numerator diverge at the same rate, and only the ratio remains (ZR/2R→2π=2.5066Z_R/2R\to\sqrt{2\pi}=2.5066). Wilson's lattice (5-01) has the form of (B). On a finite lattice the link variables U∈GU\in G are integrated with the Haar measure of a compact group, so the integral is finite without fixing the gauge ('the lattice approximation reduces the functional integration to a finite-dimensional integral', Jaffe–Witten §6.5) Known. Treating it in the continuum needs gauge fixing (4-08), and there is the obstruction that representatives cannot be chosen globally and continuously (3-04). Either way, only gauge-invariant observables (Wilson loops, tr F2\mathrm{tr}\,F^2 and so on) have meaning.

08

Correlations in imaginary time read the energy — the link to the mass gap

If there are a Hamiltonian HH (with vacuum energy 0) and a vacuum Ω\Omega, the correlation of observables OO separated by imaginary time τ\tau, expanded in eigenstates ∣n⟩|n\rangle, is

⟨O(τ)O(0)⟩=⟨Ω∣ O e−τH O ∣Ω⟩=∑n∣⟨n∣O∣Ω⟩∣2 e−Enτ(10)\langle O(\tau)O(0)\rangle=\langle\Omega|\,O\,e^{-\tau H}\,O\,|\Omega\rangle=\sum_n|\langle n|O|\Omega\rangle|^2\,e^{-E_n\tau} \tag{10}

(an integral if the spectrum is continuous). If the vacuum is unique (the only state of energy 0 is Ω\Omega), ⟨Ω∣O∣Ω⟩=0\langle\Omega|O|\Omega\rangle=0, and the spectrum of HH has nothing in (0,Δ)(0,\Delta), the correlation decays at least as e−Δτe^{-\Delta\tau}. Example. Integrating the two-point function of the free field over space leaves only one particle with momentum 0, and the decay rate is exactly the mass Known.

∫d3x  S2((τ,x⃗),0)=∫dp42π eip4τp42+m2=e−m∣τ∣2m(11)\int d^3x\;S_2\bigl((\tau,\vec x),0\bigr)=\int\frac{dp_4}{2\pi}\,\frac{e^{ip_4\tau}}{p_4^2+m^2}=\frac{e^{-m|\tau|}}{2m} \tag{11}

This is how the gap shows on the Euclidean side; the definition is set out in 4-11. On the lattice the weight joining layers at neighbouring times is the transfer matrix T=e−aHT=e^{-aH} (2-07 §08), and in gauge theory, in the limit where the step in the time direction goes to 0, the Kogut–Susskind Hamiltonian comes out of the gauge transfer matrix of A0=0A_0=0 (abstract of Creutz 1977) Known. The lattice Hamiltonian is treated in 5-03.

Mind the direction(10) is a formula for when HH and the Hilbert space are there first. Building HH from the Euclidean measure alone needs positivity with respect to the reflection τ→−τ\tau\to-\tau (reflection positivity) (4-10). The exposition writes 'Establishing a quantum mechanical Hilbert space is part of the solution to this Millennium problem' (Jaffe–Witten §6.5). "Gap ⟺ exponential decay of correlations" is a correspondence after reconstruction, and for four-dimensional Yang–Mills that Hilbert space does not yet exist.
09

Detour: writing the vacuum wave function as a path integral over half of spacetime

Detour

A section you may skip.

The e−τHe^{-\tau H} of (10) has another use. Expanding a state in eigenstates of HH, e−τHe^{-\tau H} multiplies the EnE_n component by e−Enτe^{-E_n\tau}. Over a long imaginary time, every component other than the lowest-energy one dies away relatively faster. That is, e−τHe^{-\tau H} is a filter that extracts only the vacuum from any state that has a vacuum component (2-07 §05). Precisely, the conditions are that the initial state has a vacuum component and that the vacuum is unique.

Writing this as a path integral, the vacuum wave function itself becomes a path integral. We look at one particle. ⟨x∣e−TH∣xi⟩\langle x|e^{-TH}|x_i\rangle is the sum of e−SEe^{-S_E} over all paths that leave xix_i at imaginary time τ=−T\tau=-T and arrive at xx at τ=0\tau=0. For T→∞T\to\infty, ψ0(x) ψ0(xi) e−E0T\psi_0(x)\,\psi_0(x_i)\,e^{-E_0T} dominates, and as a function of xx only the vacuum wave function ψ0(x)\psi_0(x) remains.

ψ0(x)  ∝  ∫x(0)=xDx  e−SE[x],SE[x]=∫−∞0[12x˙2+12ω2x2]dτ(12)\psi_0(x)\;\propto\;\int_{x(0)=x}\mathcal Dx\;e^{-S_E[x]},\qquad S_E[x]=\int_{-\infty}^{0}\Bigl[\tfrac12\dot x^2+\tfrac12\omega^2x^2\Bigr]d\tau \tag{12}

What is summed is the paths on the half-line of imaginary time τ≤0\tau\le0 with only the value at the end τ=0\tau=0 fixed.

Example. For the oscillator, the exponent in (12) is quadratic in x(⋅)x(\cdot), so the dependence of the answer on xx is fixed by the path of least action (the contribution of fluctuations around it is a constant independent of xx). The path that satisfies x¨=ω2x\ddot x=\omega^2x, is xx at τ=0\tau=0 and is 0 at τ→−∞\tau\to-\infty is x(τ)=x eωτx(\tau)=x\,e^{\omega\tau}. Its action is

SE=∫−∞0ω2x2e2ωτ dτ=ωx22,ψ0(x)∝e−ωx2/2S_E=\int_{-\infty}^{0}\omega^2x^2e^{2\omega\tau}\,d\tau=\frac{\omega x^2}{2},\qquad \psi_0(x)\propto e^{-\omega x^2/2}

which is exactly the ground state of 2-06 Known.

It can also be checked on a lattice. On an imaginary-time lattice with spacing aa, fix x0=xx_0=x and integrate x−1,x−2,…x_{-1},x_{-2},\dots in turn. Each integration preserves the form e−c x2/2e^{-c\,x^2/2}, and the coefficient cc moves by a recurrence and settles to one value. Counting the potential energy at the end point x0x_0 by the convention of splitting it half and half with the neighbouring half of spacetime, the value it settles to is c(a)=ω1+a2ω2/4c(a)=\omega\sqrt{1+a^2\omega^2/4}. At ω=1\omega=1, for a=1/2a=1/2 it is 1.0308 and for a=1/10a=1/10 1.00125, and the difference from the continuum ω=1\omega=1 vanishes in proportion to a2a^2 Computed.

For fields

For fields the form is the same. The vacuum wave functional Ψ0[φ0]\Psi_0[\varphi_0] (the wave functional of 4-01 §03) is the sum over all field configurations on the half of spacetime τ<0\tau<0 with φ=φ0\varphi=\varphi_0 at τ=0\tau=0. For the free field each Fourier component is an oscillator of frequency ωp=∣p⃗∣2+m2\omega_p=\sqrt{|\vec p|^2+m^2} (2-06 §08), so multiplying the oscillator answers component by component,

Ψ0[φ0]  ∝  exp⁡(−12∫d3p(2π)3 ωp ∣φ~0(p⃗)∣2),φ~0(p⃗)=∫d3x e−ip⃗⋅x⃗φ0(x⃗)\Psi_0[\varphi_0]\;\propto\;\exp\Bigl(-\frac12\int\frac{d^3p}{(2\pi)^3}\,\omega_p\,|\tilde\varphi_0(\vec p)|^2\Bigr),\qquad \tilde\varphi_0(\vec p)=\int d^3x\,e^{-i\vec p\cdot\vec x}\varphi_0(\vec x)

Known. The Osterwalder–Schrader reconstruction (4-10) follows this view in reverse. It builds states from quantities fixed by the fields on the half of spacetime τ>0\tau>0 alone, and defines the inner product with the reflection τ→−τ\tau\to-\tau. What guarantees that the inner product is positive is reflection positivity. Precisely, (12) is a formula for when the Hilbert space and HH are there first, and for four-dimensional Yang–Mills the premise of writing the vacuum in this form has itself not yet been constructed.


What this chapter can say

Content
What is saidThe manipulations of (2), (5)–(8) and (11), the rotation of the contour in (5), that the lattice (9) is a probability measure, that for compact groups the lattice integral is finite Known. Tables 1–3, Figures 1–2, the numbers in §01, §06 and §09 Computed
Conditional(10) and (12) are formulas for when the Hilbert space and the Hamiltonian are there first and the vacuum is unique (the conditions for going back are in 4-10)
What is not saidThe Dφ\mathcal D\varphi of (1) and (3) is formal and not a measure. The existence of the measure of four-dimensional Yang–Mills, the restoration of rotational symmetry, and a continuum limit preserving reflection positivity have not been shown (6-10). Nothing is shown about the mass gap

Sources and reproduction

ItemKindSource / tools
Quotations from the exposition (§3, §6.2, §6.5)TextA. Jaffe, E. Witten, Quantum Yang–Mills Theory, Clay Math. Inst. (2000)
That the θ term is complexText §1E. Vicari, H. Panagopoulos, Phys. Rept. 470 (2009) 93, arXiv:0803.1593
The transfer matrix and A0=0A_0=0AbstractM. Creutz, Phys. Rev. D 15 (1977) 1128–1136
The names of Wick and SchwingerBibliographic data onlyG. C. Wick, Phys. Rev. 96 (1954) 1124–1134 / J. Schwinger, PNAS 44 (1958) 956–965 (origin of the names not checked)
The correspondence between Euclidean and MinkowskiBibliographic data onlyK. Osterwalder, R. Schrader, CMP 31 (1973) 83–112, 42 (1975) 281–305 / K. Osterwalder, E. Seiler, Ann. Phys. 110 (1978) 440–471
The definition of the gap and the Hilbert spaceTextJaffe–Witten §4, §6.5
Table 1, Figure 1Computedpython3 (SciPy; agreeing with the closed form and 3×10−133\times10^{-13}). The figure is JavaScript and agrees with the table
Table 2Computedpython3 (SciPy). Checked against the value at the origin 0.154933 (the same as 1-09) and the FFT of a periodic lattice of 40440^4 (agreeing to 7 digits at a=1/2a=1/2)
c(a)c(a) of §09Computedpython3 (the recurrence and direct computation of the 400-point quadratic form agree to 10 digits; numerical integration of the action of the classical solution)
Figure 2 and §06, Table 3 and §01Computedpython3 (NumPy FFT, 200 samples with a fixed seed / SciPy / counting). The figure is one sample made the same way

Next chapter to read: 4-03 Perturbation theory and Feynman diagrams. The Euclidean propagator of (5) becomes the lines. The conditions for going back to physical spacetime are in 4-10.

← 4-01 Canonical quantisation and the HamiltonianContents4-03 Perturbation theory and Feynman diagrams →

Revised 2026-10-01: first version.