computo ergo sum

2026-10-01 · chapter Yang–Mills and the mass gapPart 5 Lattice gauge theorythe strong-coupling expansion

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 strong-coupling expansion — at small β the Wilson loop becomes a sum over surfaces, and the area law comes out

What this chapter shows — At small β\beta the expectation value of a Wilson loop becomes a sum over surfaces bounded by the loop (the character expansion); from the smallest surface come the area law ⟨W⟩≈uRT\langle W\rangle\approx u^{RT} and the leading term of the string tension σ0=−ln⁡u\sigma_0=-\ln u, from bumps the first correction, and from tubes the leading term of the mass m0=−4ln⁡um_0=-4\ln u. We set them beside SU(2) numbers and see how far they work.

Prerequisite chapters — 5-01. Representations in 1-04, Haar measure in 1-08, mass in 4-11.

Said first — The strong-coupling area law is a theorem at small β\beta with the lattice spacing fixed, and it holds for U(1)U(1) too. It concerns the side opposite to the continuum limit (β→∞\beta\to\infty), and is not a proof of confinement or of the mass gap. The proof of convergence is left to 5-04.

Order of this chapter
  1. The world of small β — the sum over surfaces seen in Z2\mathbb Z_2
  2. The character expansion — splitting the weight of one plaquette by representation (Table 1). Detour: the derivation of (4)
  3. Tiling a surface — the leading term and the area law (Figure 1). Detour: sums over surfaces and strings
  4. Bumps — the first correction and the number of dimensions
  5. Tubes — the leading term of the mass and the correlation length
  6. Comparing with numbers — how far it works (Figure 2, Table 2)
  7. Convergence — finite boxes and infinite boxes. Where it stops
  8. Is the area law a proof of confinement? — it comes out for abelian groups too

01

The world of small β — the sum over surfaces seen in Z2\mathbb Z_2

A small coefficient β=2N/g2\beta=2N/g^2 in the Wilson action (5-01 §04) means a large coupling gg, so the expansion on this side is called the strong-coupling expansion. β\beta plays the role of inverse temperature, so it is also called the high-temperature expansion (2-08). At β=0\beta=0 the links scatter independently with Haar measure, and since ∫GU dU=0\int_GU\,dU=0, the expectation value of a simple loop is 0. The abstract of Wilson 1974 writes “The lattice gauge theory has a computable strong-coupling limit; in this limit the binding mechanism applies and there are no free quarks. There is unfortunately no Lorentz (or Euclidean) invariance in the strong-coupling limit.” Known.

Example: Z2\mathbb Z_2. For the group of links ±1\pm1 (2-09) with action β∑P(1−UP)\beta\sum_P(1-U_P), since UP=±1U_P=\pm1, the weight of one plaquette splits into two terms, up to a constant.

eβUP=cosh⁡β (1+t UP),t=tanh⁡β(1)e^{\beta U_P}=\cosh\beta\,\bigl(1+t\,U_P\bigr),\qquad t=\tanh\beta \tag{1}

Opening the product gives a term t∣X∣∏P∈XUPt^{|X|}\prod_{P\in X}U_P for each set XX of plaquettes. The average of a uniform ±1\pm1 is 1 for even powers and 0 for odd ones, so in the partition function only sets in which every link is surrounded by an even number of plaquettes (closed surfaces) survive, and in the numerator of the Wilson loop ∏ℓ∈CUℓ\prod_{\ell\in C}U_\ell only surfaces with boundary CC. The smallest surface is a flat rectangle, so

⟨WR×T⟩=tRT(1+⋯ ),−ln⁡⟨WR×T⟩≈RT (−ln⁡tanh⁡β)(2)\langle W_{R\times T}\rangle=t^{RT}(1+\cdots),\qquad -\ln\langle W_{R\times T}\rangle\approx RT\,(-\ln\tanh\beta) \tag{2}

and the expectation value decreases exponentially in the area (the area law). That the gap for small β\beta in the Z2\mathbb Z_2 of 5-03 §08 is close to −4log⁡tanh⁡β-4\log\tanh\beta is the same count.

02

The character expansion — splitting the weight of one plaquette by representation

For a general group too, the weight of one plaquette eβNRe tr Ue^{\frac\beta N\mathrm{Re\,tr}\,U} is a function unchanged by conjugation VUV−1VUV^{-1} (a class function). To split it by representation, we prepare just two tools.

Characters. For a representation rr of the group (1-04), χr(U)=tr r(U)\chi_r(U)=\mathrm{tr}\,r(U) is called its character. The trace is unchanged by conjugation, so characters are class functions. The characters of irreducible representations are orthonormal with respect to Haar measure dUdU (the uniform probability measure on the group; 1-08 §03) (Schur's orthogonality relations; proof omitted) Known.

∫Gχr(U) χs(U)‾ dU=δrs\int_G\chi_r(U)\,\overline{\chi_s(U)}\,dU=\delta_{rs}

Class functions can be expanded in these characters. It is the generalisation of Fourier series to non-commutative groups Known.

Integrals over classes of SU(2)SU(2). Elements of SU(2)SU(2) can be written as U=V diag(eiθ,e−iθ) V−1U=V\,\mathrm{diag}(e^{i\theta},e^{-i\theta})\,V^{-1} (0≤θ≤π0\le\theta\le\pi), so a class function is a function of θ\theta alone. Its integral takes the following form (the SU(2)SU(2) version of Weyl's integration formula) Known.

∫SU(2)f(U) dU=2π∫0πf(θ) sin⁡2θ dθ\int_{SU(2)}f(U)\,dU=\frac2\pi\int_0^\pi f(\theta)\,\sin^2\theta\,d\theta

Then tr U=2cos⁡θ\mathrm{tr}\,U=2\cos\theta, the character of the spin-jj representation is χj=sin⁡((2j+1)θ)/sin⁡θ\chi_j=\sin((2j+1)\theta)/\sin\theta, and its dimension is 2j+12j+1.

Character coefficients

For a general group, the weight is expanded in characters as follows.

eβNRe tr U=c0(β)[1+∑r≠0dr ur(β) χr(U)],ur=∫eβNRe tr U χr(U)‾ dUdr∫eβNRe tr U dU(3)e^{\frac\beta N\mathrm{Re\,tr}\,U}=c_0(\beta)\Bigl[1+\sum_{r\ne0}d_r\,u_r(\beta)\,\chi_r(U)\Bigr],\qquad u_r=\frac{\int e^{\frac\beta N\mathrm{Re\,tr}\,U}\,\overline{\chi_r(U)}\,dU}{d_r\int e^{\frac\beta N\mathrm{Re\,tr}\,U}\,dU} \tag{3}

drd_r is the dimension. We call uru_r the character coefficients, and write the one for the fundamental representation simply as uu (for Z2\mathbb Z_2, u=tu=t). For SU(2)SU(2), the class integral above can be written with modified Bessel functions InI_n (Detour: the derivation of (4)):

uj=I2j+1(β)I1(β),u=I2(β)I1(β)=β4−β396+⋯(4)u_j=\frac{I_{2j+1}(\beta)}{I_1(\beta)},\qquad u=\frac{I_2(\beta)}{I_1(\beta)}=\frac\beta4-\frac{\beta^3}{96}+\cdots \tag{4}

Known (agreeing with numerical integration to 2×10−132\times10^{-13} Computed). It is the same number as the ratio λj/λ0\lambda_j/\lambda_0 of eigenvalues of the transfer matrix of a single link in 5-03 §06.

If β>0\beta\gt0, then 0<ur<10\lt u_r\lt1. They are positive because each term of the opened exponential is a non-negative sum of characters of tensor products (5-03 §06). They are below 1 because Re χr(U)≤dr\mathrm{Re}\,\chi_r(U)\le d_r, with equality only when r(U)r(U) is the identity matrix.

At small β\beta, uu approaches β\beta for Z2\mathbb Z_2, β/2\beta/2 for U(1)U(1), β/4\beta/4 for SU(2)SU(2), and β/(2N2)\beta/(2N^2) for SU(N) (N≥3)SU(N)\ (N\ge3) Computed. The reason is the first-order term. Opening the exponential of (3) to first order gives u≈βN2∫(Re tr U) χF(U)‾ dUu\approx\frac{\beta}{N^2}\int(\mathrm{Re\,tr}\,U)\,\overline{\chi_F(U)}\,dU (FF is the fundamental representation), and this integral is 1/21/2 for N≥3N\ge3, since ∫(tr U)2dU=0\int(\mathrm{tr}\,U)^2dU=0, and 1 for Z2\mathbb Z_2 and SU(2)SU(2), since tr U\mathrm{tr}\,U is real Known.

For SU(2)SU(2), the β\beta of 6-02 is β/2\beta/2 of this chapter (compare the ww of (3.3) in 6-02 with the uu of (4) in this chapter; for U(1)U(1) it is the same β\beta).

Table 1 The character coefficient u(β)u(\beta) of the fundamental representation. The action is β∑P(1−1NRe tr UP)\beta\sum_P(1-\frac1N\mathrm{Re\,tr}\,U_P) in every case Computed
β\betaZ2\mathbb Z_2U(1)U(1)SU(2)SU(2)SU(3)SU(3)
0.50.46210.24250.12370.0289
10.76160.44640.24020.0601
20.96400.69780.43310.1286

Detour: the derivation of (4)

Detour

A subsection you may skip.

The weight of one plaquette for SU(2)SU(2) is eβ2⋅2cos⁡θ=eβcos⁡θe^{\frac\beta2\cdot2\cos\theta}=e^{\beta\cos\theta}. The formulas used are two standard properties of the modified Bessel functions InI_n Known.

∫0πeβcos⁡θcos⁡nθ dθ=πIn(β),In−1(β)−In+1(β)=2nβ In(β)\int_0^\pi e^{\beta\cos\theta}\cos n\theta\,d\theta=\pi I_n(\beta),\qquad I_{n-1}(\beta)-I_{n+1}(\beta)=\frac{2n}\beta\,I_n(\beta)

Denominator. Since sin⁡2θ=12(1−cos⁡2θ)\sin^2\theta=\tfrac12(1-\cos2\theta),

2π∫0πeβcos⁡θsin⁡2θ dθ=I0−I2=2β I1.\frac2\pi\int_0^\pi e^{\beta\cos\theta}\sin^2\theta\,d\theta=I_0-I_2=\frac2\beta\,I_1 .

Numerator. By the product-to-sum formula sin⁡2θ⋅sin⁡((2j+1)θ)sin⁡θ=sin⁡θ sin⁡((2j+1)θ)=12[cos⁡2jθ−cos⁡(2j+2)θ]\sin^2\theta\cdot\frac{\sin((2j+1)\theta)}{\sin\theta}=\sin\theta\,\sin((2j+1)\theta)=\tfrac12\bigl[\cos2j\theta-\cos(2j+2)\theta\bigr], so

2π∫0πeβcos⁡θ⋅12[cos⁡2jθ−cos⁡(2j+2)θ] dθ=I2j−I2j+2=2(2j+1)β I2j+1.\frac2\pi\int_0^\pi e^{\beta\cos\theta}\cdot\tfrac12\bigl[\cos2j\theta-\cos(2j+2)\theta\bigr]\,d\theta=I_{2j}-I_{2j+2}=\frac{2(2j+1)}\beta\,I_{2j+1} .

The uju_j of (3) is the numerator divided by dj=2j+1d_j=2j+1 and by the denominator, so uj=I2j+1/I1u_j=I_{2j+1}/I_1. At small β\beta, In(β)≈(β/2)n/n!I_n(\beta)\approx(\beta/2)^n/n! gives u=I2/I1≈β/4u=I_2/I_1\approx\beta/4.

03

Tiling a surface — the leading term and the area law

Multiplying (3) over all plaquettes and opening the product, each term is an assignment of "which representation to put on which plaquette". There are two rules for integrating out the links one at a time (Schur's orthogonality relations Known; (3.1) of 6-02 is a lemma of the same idea).

∫Gχr(U) dU=δr0,∫Gχr(AU) χs(U−1B) dU=δrs χr(AB)dr(5)\int_G\chi_r(U)\,dU=\delta_{r0},\qquad \int_G\chi_r(AU)\,\chi_s(U^{-1}B)\,dU=\delta_{rs}\,\frac{\chi_r(AB)}{d_r} \tag{5}

The left says "if an edge lies on only one plaquette, the result is 0", and the right says "gluing two plaquettes with the same representation along a common edge makes a larger loop, with a factor 1/dr1/d_r". What survives are terms in which the plaquettes carrying representations form a closed surface, or a surface whose boundary is the observed loop.

Example: the 1×21\times2 loop. The observable is 1dχ(UC)\frac1d\chi(U_C) (dd is the dimension of the fundamental representation). The leading term is the one with representations on the two plaquettes inside the loop, (du)2χ(UP1)χ(UP2)(du)^2\chi(U_{P_1})\chi(U_{P_2}). For SU(N)SU(N), the surface carries the conjugate representation rˉ\bar r so as to pair with the χ\chi of the observable (for SU(2)SU(2), rˉ=r\bar r=r). We integrate in three steps.

  1. Integrate the edge shared by the two plaquettes with (5) right. The two loops join into the boundary loop χ(U∂)\chi(U_{\partial}) of the 1×21\times2, with a factor 1/d1/d.
  2. Integrate one of the six boundary edges with (5) right. The loop of the observable and the boundary loop are glued with opposite orientations, the remaining five links cancel in the form VV−1VV^{-1}, and χ(1)/d=d/d=1\chi(1)/d=d/d=1 remains.
  3. Normalisation: the 1d\frac1d of the observable remains (the partition function is 1 in the leading term apart from powers of the constant c0c_0, so dividing by it changes nothing).

Altogether (du)2⋅1d⋅1⋅1d=u2(du)^2\cdot\frac1d\cdot1\cdot\frac1d=u^2, that is, ⟨W1×2⟩=u2\langle W_{1\times2}\rangle=u^2. Tiling an R×TR\times T too, the powers of dd cancel, and what remains is

⟨WR×T⟩=uRT(1+O(u4)),σ0=−ln⁡u(6)\langle W_{R\times T}\rangle=u^{RT}\bigl(1+O(u^4)\bigr),\qquad \sigma_0=-\ln u \tag{6}

The energy of a static pair of charges V(R)=−lim⁡T→∞1Tln⁡⟨WR×T⟩V(R)=-\lim_{T\to\infty}\frac1T\ln\langle W_{R\times T}\rangle (7-02 §01) is σ0R\sigma_0R in the leading term: the confining form that grows in proportion to the distance Known. Example: for SU(2)SU(2) at β=1\beta=1, σ0=1.426\sigma_0=1.426, and the 2×22\times2 loop is u4=0.0033u^4=0.0033 Computed.

Figure 1 The smallest surface bounded by the loop (thick line), and bumps. The sliders RR, TT, β\beta change the number of plaquettes and the weight, and "Play" changes the position and orientation of the bump (the remaining five faces of a cube) (the two along the fourth axis enter only the count).

ComputedThe numbers in this figure were computed on this machine (uu from the series of (4), computed on the spot). If JavaScript is disabled: the surface has RTRT plaquettes with weight uRTu^{RT}, and in four dimensions there are 4RT4RT bumps, each with u4u^4.

Detour: sums over surfaces and strings

Detour

A subsection you may skip.

The abstract of Wilson 1974 states that the strong-coupling expansion becomes a sum over quark paths and the lattice surfaces connecting them, and concludes “This structure is reminiscent of relativistic string models of hadrons.” A sum over surfaces paying u=e−σ0u=e^{-\sigma_0} per plaquette looks like a sum over world sheets of a string with an action proportional to area Known. Speaking in metaphor, it is a membrane stretched on the lattice. Precisely, physics considers that the strong-coupling surfaces are stiff along the lattice and in a different state from a fluctuating continuum string (7-03 §07) Physics.

04

Bumps — the first correction and the number of dimensions

The next surfaces that matter replace one plaquette of the flat surface by the remaining five faces of the unit cube with that plaquette as its base (Figure 1). Paying five plaquettes instead of one multiplies the weight by u4u^4, and there are 2(d−2)2(d-2) such cubes, on both sides along the d−2d-2 axes perpendicular to the surface: 4 in four dimensions. Separated bumps may be counted independently at this order, so together they make an exponential (the count for SU(2)SU(2)).

⟨WR×T⟩≈uRTe2(d−2)RT u4,σ1=−ln⁡u−4u4,⟨12tr UP⟩≈u+4u5(d=4)(7)\langle W_{R\times T}\rangle\approx u^{RT}e^{2(d-2)RT\,u^4},\qquad \sigma_1=-\ln u-4u^4,\qquad \bigl\langle\tfrac12\mathrm{tr}\,U_P\bigr\rangle\approx u+4u^5\quad(d=4) \tag{7}

The next corrections come from overlapping bumps, two-storey bumps and surfaces carrying higher representations (higher coefficients are in the review of Drouffe–Zuber 1983, and the higher series for the string tension of SU(2)SU(2) in four dimensions in Münster 1981; see the table of sources). Justifying the exponential form uniformly in the volume is the cluster expansion (5-04, 6-04) Known.

Two dimensions have no bumps. For d=2d=2 the surface cannot leave the plane, and the leading term uRTu^{RT} is exact for every β\beta (6-02 §03) Known. The difficulty in three or more dimensions begins with the surface being able to fluctuate out of the plane. Example: for SU(2)SU(2) at β=2\beta=2, 4u4=0.1414u^4=0.141 reaches 17% of σ0=0.837\sigma_0=0.837, and the truncation becomes doubtful Computed.

05

Tubes — the leading term of the mass and the correlation length

Mass is the rate at which correlations decrease (4-11). The smallest closed surface joining a spatial plaquette P=12tr UPP=\frac12\mathrm{tr}\,U_P and the same shifted by tt in the time direction, P(t)P(t), is the 1×1×t1\times1\times t box with the two as lids. The lids are observables and carry no weight, and the 4t4t side plaquettes pay u4tu^{4t}.

⟨P(t)P(0)⟩−⟨P⟩2≈C u4t,m0=−4ln⁡u=4σ0,ξ0=1/m0(8)\langle P(t)P(0)\rangle-\langle P\rangle^2\approx C\,u^{4t},\qquad m_0=-4\ln u=4\sigma_0,\qquad \xi_0=1/m_0 \tag{8}

Computed (lowest-order counting). The lowest-order form is said to be standard (Drouffe–Zuber 1983, bibliographic data only). That the gap in the Z2\mathbb Z_2 of 5-03 §08 is close to −4log⁡tanh⁡β-4\log\tanh\beta has the same form. The correlation length ξ0\xi_0 is 0.175 at β=1\beta=1 and still 0.38 lattice units at β=2.6\beta=2.6: the correlation vanishes within one lattice unit Computed. The continuum limit needs ξ\xi much longer than the lattice spacing (ξ(β)→∞\xi(\beta)\to\infty in Problem 5.1 of Chatterjee 2018; 5-09), and the leading term says the opposite.

Extending the ratio m0/σ0=4σ0m_0/\sqrt{\sigma_0}=4\sqrt{\sigma_0} of (8) outside the region of convergence, the ratio of leading terms falls to 0 as β\beta grows. The ratio from lattice numbers rises from 3.3 (β=2.25\beta=2.25) to 3.8 (β=2.6\beta=2.6) and approaches a constant value (7-12 §08) Physics. This concerns the form of the leading terms, not a statement about the theory. The leading terms at β=2.6\beta=2.6, aσ0=0.808a\sqrt{\sigma_0}=0.808 and am0=2.61am_0=2.61, are 6.0 and 5.1 times the 0.13395(62)0.13395(62) and 0.514(8)0.514(8) of Table 1 of Lucini–Teper (2001) Computed (the literature values are Physics). From β=2.4→2.6\beta=2.4\to2.6 the literature aσa\sqrt\sigma halves, while the leading term decreases by only 4%.

06

Comparing with numbers — how far it works

We integrated SU(2)SU(2) on four-dimensional periodic lattices (6 and 8 points per side) with the heat-bath method (an update that redraws the links one at a time from their conditional distributions; 5-07), and measured the string tension with Creutz ratios ((3) of 7-02).

χ(R)=−ln⁡W(R,R) W(R−1,R−1)W(R,R−1)2(9)\chi(R)=-\ln\frac{W(R,R)\,W(R-1,R-1)}{W(R,R-1)^2} \tag{9}

The perimeter and corner terms cancel in the ratio, and with the form (7), χ(R)=σ1\chi(R)=\sigma_1.

Figure 2 The string tension (SU(2)SU(2), lattice units). Solid line σ0\sigma_0, dashed line σ1\sigma_1, ● χ(2)\chi(2), ○ χ(3)\chi(3), ■ literature (aσ)2(a\sqrt\sigma)^2. The slider moves the vertical line at β\beta, and "Log scale" changes the vertical axis.

ComputedThe numbers in this figure were computed on this machine (curves computed on the spot, points the values of Table 2, ■ literature values). If JavaScript is disabled, Table 2 gives the content.

Table 2 Heat-bath results for four-dimensional SU(2)SU(2) (6 per side: β≤2\beta\le2; 8: above that; statistical errors in brackets) and the strong-coupling formulas Computed. The last column is Lucini–Teper Physics
β\betaPlaquetteu+4u5u+4u^5χ(2)\chi(2)χ(3)\chi(3)σ1\sigma_1Literature: plaquette / (aσ)2(a\sqrt\sigma)^2
0.50.12375(13)0.12381.93(30)—2.089—
1.00.24335(14)0.24341.438(32)—1.413—
1.50.36249(15)0.36351.0026(59)—1.011—
1.80.44074(16)0.44000.7730(21)0.761(79)0.816—
2.00.50104(22)0.49410.5991(17)0.553(33)0.696—
2.20.56925(22)0.55100.4054(12)0.3231(55)0.581—
2.40.63031(16)0.61060.2525(11)0.1445(23)0.4690.629995(17) / 0.0694
2.60.670275(68)0.67290.18618(38)0.08514(90)0.3600.670009(3) / 0.0179

There are three readings Computed. (i) For β≤1\beta\le1 the plaquette agrees with u+4u5u+4u^5, and χ(2)\chi(2) with σ1\sigma_1, within errors. (ii) From 1.8, χ(2)\chi(2) falls below σ1\sigma_1, and at 2.4 it is nearly half (that the plaquette is close to u+4u5u+4u^5 at 2.6 is a coincidence of crossing curves). (iii) χ(3)\chi(3) is smaller still, yet 2 to 5 times the literature (aσ)2(a\sqrt\sigma)^2 (small loops mix in short-distance contributions Physics). The plaquette differs from the literature values by about 0.0003, four times the statistical error at β=2.6\beta=2.6. The difference may include finite-volume differences between the lattice of 8 per side and the literature's 12412^4 lattice (β=2.4\beta=2.4) and 24424^4 lattice (β=2.6\beta=2.6) Computed.

The abstract of Creutz (1980), who did the same kind of calculation, reports that when the lattice is made finer with the string tension held fixed, the bare coupling decreases (logarithmically) as predicted by the perturbative renormalisation group, and concludes “This supports the coexistence of confinement and asymptotic freedom for quantized non-Abelian gauge fields.” It can be read as the area law on the strong-coupling side and asymptotic freedom on the weak-coupling side appearing connected without being cut by a phase transition. That βc=∞\beta_c=\infty (the continuum limit only on the β→∞\beta\to\infty side) for many non-abelian lattice models of interest in four dimensions is, in the words of Chatterjee (2018) §5, at the level of “It is believed” Physics.

07

Convergence — finite boxes and infinite boxes

On a lattice with LL points per side, ZL(β)=∫e−SW∏dUℓZ_L(\beta)=\int e^{-S_W}\prod dU_\ell is an integral over a finite-dimensional compact space and an entire function of β\beta (a function expressible as a power series converging on the whole complex plane). ZLZ_L itself is entire, but expectation values and ln⁡ZL/∣ΛL∣\ln Z_L/|\Lambda_L| (∣ΛL∣|\Lambda_L| is the number of lattice points; the free energy) involve dividing by ZLZ_L, so zeros of ZLZ_L in the complex β\beta plane shrink the radius of convergence of their expansions. The question is whether that radius of convergence survives independently of LL (phase transitions in 2-08) Known. The number of connected surfaces grows with the number nn of plaquettes as KnK^n (KK fixed by the dimension), and each plaquette weighs uu, so the sum converges for roughly Ku<1Ku\lt1 (a crude estimate; the precise condition is in 5-04): that is the core. The introduction of Shen–Zhu–Zhu (2023) summarises Osterwalder–Seiler (1978) as “when the coupling is sufficiently strong, the cluster expansion ... for the expectation values of local observables ... is convergent, uniformly in volume”, and writes that the mass gap (exponential clustering: correlations of distant observables decreasing exponentially in the distance; the mass gap of 4-11) and the existence and analyticity of the infinite-volume limit follow from it Known. SZZ themselves showed “a strictly positive mass gap” with Langevin dynamics (6-09) for SU(N)SU(N) with ∣βSZZ∣<1/(16(d−1))|\beta_{\mathrm{SZZ}}|\lt1/(16(d-1)). From their formula (1.2), β=N2βSZZ\beta=N^2\beta_{\mathrm{SZZ}}, so for four-dimensional SU(2)SU(2), β<1/12\beta\lt1/12 (the conversion is this book's arithmetic). It is a sufficient condition, not the place where the expansion stops.

Where it stops

(a) Roughening: physics considers that at some β\beta the fluctuations of the surface win, and the series for σ\sigma cannot be extended beyond it (7-03 §07; about 2 for SU(2), with a large uncertainty in the estimate) Physics. (b) For four-dimensional U(1)U(1) the area law breaks down at large β\beta (§08). (c) Formulas truncated at finite order cannot express exponential smallness like e−cβe^{-c\beta} as β→∞\beta\to\infty (the leading term −ln⁡u-\ln u decreases only as a power, like 3/(2β)3/(2\beta)). On the other hand, in the continuum limit of asymptotic freedom (4-06, 4-07), at one loop (the lowest order of the β function of 4-06) a2σ∝e−(6π2/11)βa^2\sigma\propto e^{-(6\pi^2/11)\beta} should become exponentially small Physics. Taking β\beta from 2 to 4 merely halves −ln⁡u-\ln u, from 0.837 to 0.418, while e−(6π2/11)βe^{-(6\pi^2/11)\beta} becomes about 5×1045\times10^4 times smaller Computed. The continuum-limit side cannot be reached with finite-order expansions (this book's organisation; 5-05).

08

Is the area law a proof of confinement? — it comes out for abelian groups too

The uu of Table 1 is below 1 for every group, so the area law (6) comes out for Z2\mathbb Z_2 and for U(1)U(1) too. Chatterjee (2018) §4 writes “the area law holds for any lattice gauge theory at sufficiently small β”, and goes on to say that therefore “the area law at small β cannot be evidence for quark confinement”. The proof is Osterwalder–Seiler (1978), whose abstract writes “We then prove existence and analyticity of the infinite volume limit of strongly coupled Yang-Mills theories on the lattice and we verify Wilson's confinement bound.” Known. The four-dimensional U(1)U(1) lattice does not satisfy the area law at large β\beta (Guth 1980; Guth showed it with the Villain form of the action, different from the Wilson form; a fully rigorous proof is Fröhlich–Spencer 1982; 5-06) Known. The strong-coupling area law is a property of the lattice being coarse, and does not use non-commutativity. Problem 4.1 of the same paper asks to show, in any infinite-volume limit of a four-dimensional non-abelian compact group, for all β>0\beta\gt0,

∣⟨WR×T⟩∣≤C(β) e−c(β)RT(10)|\langle W_{R\times T}\rangle|\le C(\beta)\,e^{-c(\beta)RT} \tag{10}

and writes that at large β\beta it “remains elusive”. On the strong-coupling side, Cao–Nissim–Sheffield extended the range of the area law for U(N)U(N) at large NN (arXiv:2505.16585, a preprint, publication not checked; abstract: “This improves on a classical result of Osterwalder-Seiler from 1978”), and in the 't Hooft regime (letting NN grow with β\beta proportional to NN; for converting conventions, Table 4 of 5-01) they checked, with the SZZ method, a mass gap condition that the abstract cites as [DF80], and derived the area law from it (arXiv:2509.04688, a preprint, publication not checked) Known. Both are results at fixed lattice spacing. The mass gap and confinement are different statements (7-02 §02; finite groups in 5-10), and this chapter shows neither for the continuum theory.


What this chapter can say

ItemWhat is saidWhat is not said
The character expansion, the leading terms (3) to (6)Standard tools Known. Agreeing with numbers Computed—
The correction (7)Lowest-order counting for SU(2) in four dimensions. Agrees with the plaquette and χ(2)\chi(2) for β≤1\beta\le1 at L=6L=6 ComputedHigher coefficients, error estimates for truncation (5-04), infinite-volume values
The leading term of the mass (8)Lowest-order counting Computed. Not compared with numbers on this machine. 5.1 times the literature value at β=2.6\beta=2.6Numerical check of the mass, higher corrections
Theorems on convergence and the area lawUniform convergence, the area law and exponential decay at small β\beta (literature) KnownThe content of the proofs. The area law at large β\beta (Problem 4.1)
Confinement, the mass gapPresentation of results on the strong-coupling side at fixed lattice spacingBoth in the continuum limit. This chapter shows nothing about them

Sources and reproduction

ItemKindSource / tools
Quotations in §01 and the detourAbstractK. G. Wilson, Phys. Rev. D 10 (1974) 2445–2459
The results of Osterwalder–Seiler in §07 and §08, the quotation in §08Abstract (INSPIRE, Elsevier version; text not obtained)K. Osterwalder, E. Seiler, Ann. Phys. 110 (1978) 440–471
The introduction in §07, formula (1.2), the conditionText §1H. Shen, R. Zhu, X. Zhu, Commun. Math. Phys. 400 (2023) 805–851, arXiv:2204.12737
Quotations in §05, §06 and §08, Problems 4.1 and 5.1TextS. Chatterjee, arXiv:1803.01950 (2018) §4–§6
Quotation in §06AbstractM. Creutz, Phys. Rev. D 21 (1980) 2308–2315
Literature values in §05, Table 2 and Figure 2Tables 1 and 7 of the text PhysicsB. Lucini, M. Teper, JHEP 0106 (2001) 050, arXiv:hep-lat/0103027
Extension of the area law in §08Abstracts (preprints; publication of neither checked)S. Cao, R. Nissim, S. Sheffield, arXiv:2505.16585, arXiv:2509.04688 (2025). The [DF80] cited in the abstract of 2509.04688 is said to be Durhuus–Fröhlich 1980 (bibliographic data not checked)
The non-confining phase of U(1)U(1) (Guth)Abstract (INSPIRE)A. H. Guth, Phys. Rev. D 21 (1980) 2291–2307
The non-confining phase of U(1)U(1) (Fröhlich–Spencer)Bibliographic data only (from Chatterjee's account)J. Fröhlich, T. Spencer, Commun. Math. Phys. 83 (1982) 411–454
Review of higher coefficients, the lowest-order form of (8)Bibliographic data onlyJ.-M. Drouffe, J.-B. Zuber, Phys. Rep. 102 (1983) 1–119
Higher series for the string tension of four-dimensional SU(2)SU(2)Abstract onlyG. Münster, Nucl. Phys. B180 (1981) 23–60
The roughening transition in §07From the sources of 7-03Itzykson, Peskin, Zuber, Phys. Lett. B 95 (1980) 259–264
Tables 1 and 2, the figures, numbers in the textComputed on this machinePython 3.12, NumPy, SciPy. chars.py (Table 1, (4)), sc_tables.py (§05, §07), mc_su2.py, run_mc.sh (Table 2; heat bath, jackknife with 20 bins, 2 to 4 minutes per run). The figures are plain JavaScript

Next chapter to read: 5-03 Reflection positivity and the transfer matrix (extracting the Hamiltonian from the same lattice).

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Revised 2026-10-01: first version.