computo ergo sum

2026-10-01 · chapter Yang–Mills and the mass gapPart 5 Lattice gauge theoryglueballs and the string tension

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

Measuring glueballs and the string tension — read masses from how correlations decrease, and form the ratio m/σm/\sqrt\sigma

What this chapter shows — A lattice mass is read from how fast the correlation of time-slice operators decreases in imaginary time, and the value is an upper bound approached from above. Smoothing and the variational method speed up the approach. The string tension is extracted from periodic strings by assuming a string correction, and the ratio m(0++)/σm(0^{++})/\sqrt\sigma is 3.78–3.84 for SU(2)SU(2) and 3.41–3.61 for SU(3)SU(3) in primary sources (3.35–3.61 including Meyer's value from secondary information).

Prerequisite chapters — 5-07 The Monte Carlo method. We use the transfer matrix (5-03), the definition of the mass gap (4-11) and the variational principle (1-10). β\beta is the inverse lattice coupling of 5-01, a different quantity from the β function β(g)\beta(g) of 4-06.

Said first — Every number in this chapter is at the level of numerics, not a theorem. They are measured at finite box, β\beta and time window, and pass through extrapolation and the string picture. The demonstration on this machine is three-dimensional Z2\mathbb Z_2 gauge theory, not four-dimensional Yang–Mills. This chapter shows nothing about the existence of the mass gap.

Order of this chapter
  1. A mass is how a correlation decreases — the effective mass is an upper bound
  2. Name tags for glueballs — the rotation group of the cube
  3. The noise does not decrease — the relative error grows exponentially
  4. Fattening the operators — smoothing in space only
  5. The variational method — optimising the upper bound
  6. Measuring the string tension — Creutz ratios and periodic strings
  7. A demonstration on this machine — three-dimensional Z2\mathbb Z_2
  8. Numbers from primary sources — a table of m/σm/\sqrt\sigma
  9. What the numbers say, and what they do not — upper bounds, windows, extrapolation, the string assumption

01

A mass is how a correlation decreases — the effective mass is an upper bound

Advancing time by one step on the lattice is applying the transfer matrix T=e−aHT=e^{-aH} once (5-03). The eigenvalues of HH are read from how the correlation of an operator O(t)O(t), built from quantities on one time slice tt, decreases. OO is summed over space to give zero momentum, and its vacuum expectation value is subtracted (lattice units a=1a=1).

C(t)=⟨O(t) O(0)⟩−⟨O⟩2=∑n≥1∣⟨n∣O∣Ω⟩∣2 e−Ent,meff(t)=ln⁡C(t)C(t+1)(1)C(t)=\langle O(t)\,O(0)\rangle-\langle O\rangle^2=\sum_{n\ge1}|\langle n|O|\Omega\rangle|^2\,e^{-E_nt},\qquad m_{\rm eff}(t)=\ln\frac{C(t)}{C(t+1)} \tag{1}

∣Ω⟩|\Omega\rangle is the vacuum, and EnE_n are the eigenvalues measured from the vacuum. The weights ∣⟨n∣O∣Ω⟩∣2|\langle n|O|\Omega\rangle|^2 are squared absolute values, so they are 0 or more. The eigenvalues e−Ene^{-E_n} are positive reals because link-reflection positivity (β≥0\beta\ge0) gives T≥0T\ge0, and for β>0\beta\gt0, TT does not have 0 as an eigenvalue (5-03 §chain, §transfer matrix). A sum of positive exponentials with weights of 0 or more is log-convex (by Cauchy–Schwarz, C(t)2≤C(t−1)C(t+1)C(t)^2\le C(t-1)C(t+1)), so the effective mass meff(t)m_{\rm eff}(t) decreases monotonically in tt and approaches from above the energy of the lightest state that OO touches Known. A value read at finite tt is an upper bound, and no lower bound comes out (for an example with a finite window, 4-11 §window). On a lattice periodic in the time direction (length NtN_t), each term gets a backward e−En(Nt−t)e^{-E_n(N_t-t)}. For Nt=32N_t=32, t≤7t\le7 of §07 it is negligible.

Example. For C(t)=0.8 e−0.77t+0.2 e−1.8tC(t)=0.8\,e^{-0.77t}+0.2\,e^{-1.8t}, meffm_{\rm eff} goes down as 0.908, 0.824, 0.790, 0.777, 0.773, 0.771 for t=0,…,5t=0,\dots,5 Computed.

02

Name tags for glueballs — JPCJ^{PC} and the rotation group of the cube

Gauge-invariant states are called glueballs and are classified by spin JJ, parity PP and charge conjugation CC. PP is the operation reversing the spatial coordinates x⃗→−x⃗\vec x\to-\vec x (with the links mapped accordingly), and CC is the operation mapping links to their complex conjugates U→U∗U\to U^*. For the trace of a loop, tr⁡U∗=tr⁡U‾\operatorname{tr}U^*=\overline{\operatorname{tr}U}, which is the trace of the loop with the opposite orientation, so CC reverses the orientation of loops. The lightest is thought to be 0++0^{++}, and the next 2++2^{++} Physics.

The rotation group of the cube and its characters

The only rotations left on the lattice are the 24 that carry a cube onto itself, and the irreducible representations of this group OO are A1,A2,E,T1,T2A_1,A_2,E,T_1,T_2 (dimensions 1, 1, 2, 3, 3). "Name tag" is a metaphor; precisely, it is the pair of the irreducible representation of OO to which a state belongs and the eigenvalues (±1\pm1) of PP and CC.

The representation of spin JJ splits on the lattice into a sum of these. Characters decide how it splits. The character χ(g)\chi(g) of a representation is the trace of the matrix representing the element gg. The 24 elements of OO fall into five sets on which characters take the same value (conjugacy classes): the identity (1), 90° rotations about axes through face centres (6), 180° rotations about the same axes (3), 120° rotations about diagonal axes (8), and 180° rotations about axes through edge midpoints (6). The number of times a representation Γ\Gamma appears is the following sum, which comes from a theorem, the orthogonality of characters of finite groups (here we only use it) Known.

nΓ=124∑g∈OχJ(g) χΓ(g),χJ(θ)=sin⁡((2J+1)θ/2)sin⁡(θ/2)n_\Gamma=\frac1{24}\sum_{g\in O}\chi_J(g)\,\chi_\Gamma(g),\qquad \chi_J(\theta)=\frac{\sin\bigl((2J+1)\theta/2\bigr)}{\sin(\theta/2)}

θ\theta is the rotation angle of gg. For example, for J=2J=2, χ2=(5,−1,1,−1,1)\chi_2=(5,-1,1,-1,1), and nE=124(5⋅2+3⋅1⋅2+8⋅(−1)⋅(−1))=1n_E=\frac1{24}(5\cdot2+3\cdot1\cdot2+8\cdot(-1)\cdot(-1))=1.

KnownCharacters of OO The columns are the five conjugacy classes above (number of elements).

Identity (1)90° (6)180° (3)120° (8)Edge 180° (6)
A1A_111111
A2A_21−111−1
EE202−10
T1T_131−10−1
T2T_23−1−101

ComputedKnownTable 1 How the representation of spin JJ splits under the rotation group OO of the cube (computed from the characters of the five conjugacy classes; we checked that the dimensions add up to 2J+12J+1).

JJ01234
SplittingA1A_1T1T_1E+T2E+T_2A2+T1+T2A_2+T_1+T_2A1+E+T1+T2A_1+E+T_1+T_2

0++0^{++} is measured in A1++A_1^{++}, but A1A_1 also contains J=4J=4. Lucini–Teper 2001 themselves raise the possibility that the excitation 0++∗0^{++*} is the lightest 4++4^{++}. 2++2^{++} appears in E++E^{++} and T2++T_2^{++}, and the two agreeing is a sign that rotational symmetry is restored (4.582(14) and 4.578(11) for SU(∞)SU(\infty) in Athenodorou–Teper 2021) Physics.

Example. The sum of spatial plaquettes in the three orientations P12+P23+P31P_{12}+P_{23}+P_{31} is A1++A_1^{++}, and the difference P12−P23P_{12}-P_{23} is E++E^{++}. For SU(2)SU(2), U∗=gUg−1U^*=gUg^{-1} (g=iσ2∈SU(2)g=i\sigma_2\in SU(2), where σ2\sigma_2 is the Pauli matrix of 1-04), so CC is the same as making the same gauge transformation at every point. Hence every gauge-invariant state has C=+C=+.

03

The noise does not decrease — the signal falls exponentially, and the fluctuation stays

C(t)C(t) is estimated by an average over NN configurations (how configurations are made and their errors: 5-07). The variance of the product O(t)O(0)O(t)O(0), which sets the error, approaches a constant of about ⟨O2⟩2\langle O^2\rangle^2 as tt grows, and does not decrease. The signal falls as e−Emin⁡te^{-E_{\min}t}, so

δC(t)C(t)  ≈  const.N e+Emin⁡t(2)\frac{\delta C(t)}{C(t)}\;\approx\;\frac{\text{const.}}{\sqrt N}\,e^{+E_{\min}t} \tag{2}

This argument is standard in lattice spectroscopy and is said to go back to Parisi 1984 Known. Glueballs have a large Emin⁡E_{\min}, and 0++0^{++} also needs the vacuum subtracted, so it bites especially hard.

Example. In the demonstration of §07 (Emin⁡≈0.77E_{\min}\approx0.77, about 35,000 configurations), the relative errors of the plaquette C(t)C(t) were 0.004, 0.011, 0.025, 0.050, 0.121, 0.214, 0.379, 0.657 for t=0,…,7t=0,\dots,7 Computed. The factor 1.8–2.9 per step is of the same order as e0.77≈2.2e^{0.77}\approx2.2.

04

Fattening the operators — smoothing and blocking in space only

A plaquette has size aa, but the physical length 1/σ1/\sqrt\sigma is about 7.5a7.5a for SU(2)SU(2) at β=2.60\beta=2.60 (Table 2). So we "fatten" the operators. Precisely, we replace links by averages over nearby paths, so that the operator overlaps strongly with extended states.

Ui(x)  ⟼  Proj⁡[ Ui(x)+α∑j≠i(Uj(x) Ui(x+j^) Uj(x+i^)†+(reversed))](3)U_i(x)\;\longmapsto\;\operatorname{Proj}\Bigl[\,U_i(x)+\alpha\sum_{j\ne i}\bigl(U_j(x)\,U_i(x+\hat j)\,U_j(x+\hat i)^\dagger+(\text{reversed})\bigr)\Bigr] \tag{3}

i,ji,j run over spatial directions only, and Proj⁡\operatorname{Proj} is the operation that brings the sum back to the group. There is also blocking, which builds links of length 2a2a. Lucini–Teper 2001 cite Teper 1987 and Albanese et al. 1987 (APE smoothing) for these as standard methods Known. Averaging only in space is the key: the operator stays on one time slice, so the positive weights of (1) and "approaching from above" are kept.

Quality is measured by the fraction c02c_0^2 of the weight in the ground state. For the best operators of Lucini–Teper 2001, for 0++0^{++} it was from about 0.95 (SU(2)SU(2)) to about 0.90 (SU(5)SU(5)) on coarse lattices, and from about 0.92 to about 0.85 on fine lattices. For periodic strings it is from about 0.90 to about 0.75 on both. The larger NN, the worse the overlap Physics.

For the three-dimensional Z2\mathbb Z_2 of §07, the rough fraction C(2)e2m/C(0)C(2)e^{2m}/C(0) (m=1/1.296m=1/1.296; it comes out on the large side) was 0.57 for the plaquette and 0.85 for the 3×33\times3 loop. With a smoothing in which Proj⁡\operatorname{Proj} is a majority vote of the link and two staples, 0.59 rose to 0.66 in one step Computed.

05

The variational method — the generalised eigenvalue problem, and optimising the upper bound

We line up candidates O1,…,ONO_1,\dots,O_N and let the correlations themselves choose the best linear combination. For the correlation matrix Cij(t)=⟨Oi(t)Oj(0)⟩−⟨Oi⟩⟨Oj⟩C_{ij}(t)=\langle O_i(t)O_j(0)\rangle-\langle O_i\rangle\langle O_j\rangle we solve

C(t) vn=λn(t,t0) C(t0) vn,Eneff(t)=ln⁡λn(t,t0)λn(t+1,t0)(4)C(t)\,v_n=\lambda_n(t,t_0)\,C(t_0)\,v_n,\qquad E_n^{\rm eff}(t)=\ln\frac{\lambda_n(t,t_0)}{\lambda_n(t+1,t_0)} \tag{4}

The variational idea began with Wilson's 1981 talk, and is said to have been used for glueballs by Berg 1982 and Michael–Teasdale 1983. The form of the generalised eigenvalue problem with t0t_0 and the estimate of its corrections are attributed to Lüscher–Wolff 1990 (according to the introduction of Blossier et al. 2009) Known. Blossier et al. 2009 show that taking t0≥t/2t_0\ge t/2 makes the corrections vanish as exp⁡(−(EN+1−En)t)\exp\bigl(-(E_{N+1}-E_n)t\bigr). The t0=0t_0=0 of Figure 1 is outside this condition, and is used only in the sense of the upper bound of formula (5).

For t0=0t_0=0, t=1t=1 it is the Rayleigh–Ritz variational principle itself (1-10, 2-05). For ψ=∑iviOi∣Ω⟩\psi=\sum_iv_iO_i|\Omega\rangle (with the vacuum component subtracted)

λmax⁡(1,0)=max⁡vv†C(1) vv†C(0) v=max⁡ψ⟨ψ∣T∣ψ⟩⟨ψ∣ψ⟩≤e−E1(5)\lambda_{\max}(1,0)=\max_v\frac{v^\dagger C(1)\,v}{v^\dagger C(0)\,v}=\max_\psi\frac{\langle\psi|T|\psi\rangle}{\langle\psi|\psi\rangle}\le e^{-E_1} \tag{5}

so −ln⁡λmax⁡-\ln\lambda_{\max} is the best upper bound within the space spanned by the candidates Known. The variational method improves the upper bound, but does not change the fact that it is an upper bound.

Figure 1 The effective mass of 0+0^+ in three-dimensional Z2\mathbb Z_2. Choosing an operator with the buttons changes the points. The dashed line is 1/1.2961/1.296 from the primary source
Operator:
1×1: m_eff(0) = 1.181, m_eff(3) = 0.924±0.082

ComputedThe numbers in this figure were computed on this machine.

ComputedThe numbers of Figure 1 (jackknife errors, 39 bins. The variational basis is 1×11\times1, 1×2+2×11\times2+2\times1, 2×22\times2, 3×33\times3, with t0=0t_0=0).

tt0123Fraction
1×11\times11.181(7)0.928(17)0.853(33)0.924(82)0.57
2×22\times20.940(6)0.858(14)0.841(29)0.842(70)0.78
3×33\times30.883(6)0.818(13)0.831(29)0.795(61)0.85
Variational (4)0.860(6)0.824(13)0.831(29)0.803(63)0.87

How to read it. At t=0t=0 the variational value is lowest (formula (5)); every column goes down to 0.80–0.85 at t=2,3t=2,3 and approaches the reference value 0.772 from above. For t≥4t\ge4 the errors exceed 0.1 (Figure 1). The rightmost column is the rough fraction (§04).

06

Measuring the string tension — Creutz ratios and periodic strings

The string tension σ\sigma is the slope of the energy V(R)V(R) of two separated static charges. An R×TR\times T Wilson loop (5-01) decreases like e−V(R)Te^{-V(R)T}, and at long distances the following form is used (7-03) Physics.

V(R)=σR+μ−π(d−2)24R,χ(R,R)=−ln⁡W(R,R) W(R−1,R−1)W(R,R−1) W(R−1,R)(6)V(R)=\sigma R+\mu-\frac{\pi(d-2)}{24R},\qquad \chi(R,R)=-\ln\frac{W(R,R)\,W(R-1,R-1)}{W(R,R-1)\,W(R-1,R)} \tag{6}

dd is the spacetime dimension. In the Creutz ratio χ\chi (attributed to Creutz 1980) the perimeter and corner contributions cancel. Assuming the form (6) and ignoring finite-TT corrections, χ(R,R)≈V′(R−12)=σ+π(d−2)/(24(R−12)2)\chi(R,R)\approx V'(R-\tfrac12)=\sigma+\pi(d-2)/\bigl(24(R-\tfrac12)^2\bigr) approaches σ\sigma from above Physics.

Periodic strings

The other way is to read, by the same method as §01, the mass mlm_l of a closed flux tube going once around the spatial period LL (a periodic string). Lucini–Teper 2001 extracted σ\sigma in four dimensions from the following formula (the correction is in general π(d−2)/(6L)\pi(d-2)/(6L); in three dimensions π/(6L)\pi/(6L); formula (7) of 7-03 §closed strings).

a ml=a2σL−π3L(7)a\,m_l=a^2\sigma L-\frac{\pi}{3L} \tag{7}

The authors write 'in using eqn(4) we are assuming that we have linear confinement ... Nambu-Gotto universality class' (Nambu–Goto is the approximation that treats the string as a membrane with action proportional to its area; 7-03), and caution that with two values of LL 'we cannot claim to have evidence for both the 1/L functional form and for its coefficient'. Only lattices with aLσ≥3aL\sqrt\sigma\ge3 are used. The authors write that to study the string correction itself, periodic strings are much better than Wilson loops: the coefficient of the correction is larger (π/3\pi/3 against π/12\pi/12), and the Coulomb term of static charges (which has the same 1/r1/r form and dominates at short distances) does not mix in.

Periodic strings do not mix with glueballs because of centre symmetry. Multiply all links in direction ii crossing the plane xi=cx_i=c of spatial direction ii (at all times) by an element of the centre of the group (an element commuting with every element; −1-1 for SU(2)SU(2); 1-04). Every plaquette either does not contain these links or contains them as a there-and-back pair, so the action does not change. A loop going once around in direction ii crosses the plane once and picks up one centre element (for SU(2)SU(2) its sign changes), while contractible closed loops do not change. In the confining phase this symmetry is not broken, so the correlation between the two is 0 Known.

Figure 2 Moving LL changes the difference between the string mass (solid) and σL\sigma L (dashed), and the deviation of the naive ml/L\sqrt{m_l/L}. SU(2)SU(2), β=2.60\beta=2.60. The circle is the measured value at L=24L=24 in the same paper
L = 24: a m_l = 0.3870, correction fraction 10.1%, naive a√σ = 0.1270 (94.8% of the true value)

ComputedThe numbers in this figure were computed on this machine (formula (7)).

ComputedTable 2 aσa\sqrt\sigma recomputed by formula (7) from the amla m_l of Table 1 of Lucini–Teper 2001 (SU(2)SU(2)). The master values of the six β\beta and masses are in 9-02 Table 3.

β\betaLLamla m_laσa\sqrt\sigmaCorrection fractionL aσL\,a\sqrt\sigma
2.2581.301(17)0.4231(25)9.1%3.38
2.30100.861(11)0.3108(18)10.8%3.11
2.40120.745(9)0.2634(14)10.5%3.16
2.475160.585(8)0.2016(12)10.1%3.23
2.55200.453(4)0.1590(6)10.4%3.18
2.60240.387(4)0.1340(6)10.1%3.21

How to read it. The aσa\sqrt\sigma of the paper are reproduced by formula (7) within rounding (within 1 in the error of the last digit). L aσL\,a\sqrt\sigma is 3.1–3.4 at every β\beta, so the box is almost constant in physical length. The correction is about 10% of σL\sigma L, and leaving it out underestimates σ\sqrt\sigma by about 5% Computed.

07

A demonstration on this machine — three-dimensional Z2\mathbb Z_2 gauge theory

We check the same way of measuring in the simplest gauge theory: three-dimensional Z2\mathbb Z_2 gauge theory, with ±1\pm1 on the links and the Wilson action S=−β∑pUpS=-\beta\sum_pU_p. It is known to map by duality to the three-dimensional Ising model (attributed to Wegner 1971; for how the correspondence is used, Agostini et al. 1997). The mass of 0+0^+ corresponds to the inverse correlation length of the Ising model, and the string tension to the interface tension (the free energy per unit area carried by the boundary between up and down regions; 2-09 §low temperature) Known.

Agostini et al. 1997 give, at β=0.72484\beta=0.72484, ξ0+=1.296(3)\xi_{0^+}=1.296(3) (stable for Ns≥16N_s\ge16, Table 2 of that paper), σ=0.05558(10)\sigma=0.05558(10) and σξ2=0.0934(6)\sigma\xi^2=0.0934(6) (Table 6, from the literature on interface tension), so m/σ=3.27m/\sqrt\sigma=3.27 Physics.

On this machine we made about 35,000 heat-bath updates on a 162×3216^2\times32 lattice (three independent runs), measuring the operators of §04 and §05 and the periodic string every time, and Wilson loops once every 5 (majority-vote smoothing in two other runs).

ComputedTable 3 Demonstration and reference values for three-dimensional Z2\mathbb Z_2 at β=0.72484\beta=0.72484. σ\sigma is the meff(2)m_{\rm eff}(2) of the periodic string put into ml=σL−π/(6L)m_l=\sigma L-\pi/(6L). The rough guide for Creutz ratios is the crude approximation χ≈V′(R−12)\chi\approx V'(R-\tfrac12), without corrections for finite TT (the loops being square).

QuantityThis machineReference value
m0+m_{0^+} (variational, t=3t=3)0.803(63)0.7716(18)
mlm_l (L=16L=16)0.872(39)0.857 (from the formula)
σ\sigma0.0566(24)0.05558(10)
m/σm/\sqrt\sigma3.38(27)3.27
χ(R,R)\chi(R,R), R=4,5,6R=4,5,60.0698(6), 0.0645(11), 0.0664(26)Guide σ+π24(R−1/2)2\sigma+\frac{\pi}{24(R-1/2)^2}: 0.066, 0.062, 0.060

How to read it. Both the mass and the string tension agree with the reference values within errors. The central value of the mass lies above the reference value, but the difference is about 0.5 times the error and cannot be distinguished. Being an upper bound is a property of the exact expectation value C(t)C(t); an estimate from finitely many configurations can also come out below because of noise (t≥4t\ge4 in Figure 1). The value at t=3t=3 with t0=0t_0=0 is a ratio of two largest eigenvalues, and is not a strict upper bound like formula (5) either. The Creutz ratios are 16–19% larger than σ\sigma even at R=5,6R=5,6, slightly above the guide. The periodic string gave σ\sigma to 4% accuracy from the single point L=16L=16.

The ratio differs from theory to theory. The continuum value of Agostini et al. 1997 is m0+/σ=3.08(3)m_{0^+}/\sqrt\sigma=3.08(3), and the value for three-dimensional SU(2)SU(2) that Table 9 of that paper cites from other literature is 4.763(31) Physics.

08

Numbers from primary sources — a table of m/σm/\sqrt\sigma

These are continuum-limit values from primary sources for four-dimensional pure Yang–Mills theory (for the extrapolation procedure, 5-09 §ratios).

PhysicsComputedTable 4 Continuum limits of m/σm/\sqrt\sigma, and 2++/0++2^{++}/0^{++} divided on this machine (errors combined as independent. Only the Meyer row is the ratio from the source's table; divided on this machine it is 1.47(4)). LT = Lucini–Teper 2001, AT = Athenodorou–Teper 2020 (SU(3)SU(3)) and 2021 (SU(2)SU(2), SU(∞)SU(\infty); 2++2^{++} is E++E^{++}). SU(∞)SU(\infty) is the 1/N21/N^2 extrapolation.

Source, group0++0^{++}2++2^{++}2++/0++2^{++}/0^{++}
LT SU(2)SU(2)3.844(61)5.59(15)1.45(5)
LT SU(3)SU(3)3.607(87)5.13(22)1.42(7)
LT SU(4)SU(4)3.49(14)5.21(21)1.49(9)
LT SU(5)SU(5)3.38(16)4.88(38)1.44(13)
LT SU(∞)SU(\infty)3.37(15)4.93(30)1.46(11)
AT SU(2)SU(2)3.781(23)5.349(20)1.415(10)
AT SU(3)SU(3)3.405(21)4.894(22)1.437(11)
AT SU(∞)SU(\infty)3.072(14)4.582(14)1.492(8)
Meyer SU(3)SU(3) (via GKN II)3.347(68)4.916(91)1.46(5)

Morningstar–Peardon 1999 and Chen et al. 2006 report for SU(3)SU(3), in units of the Sommer scale r0r_0 (the distance at which the force FF between static charges satisfies r02F(r0)=1.65r_0^2F(r_0)=1.65), r0m(0++)=4.21(11)(4)r_0m(0^{++})=4.21(11)(4) and 4.16(11)(4)4.16(11)(4); dividing by the r0σ=1.160(6)r_0\sqrt\sigma=1.160(6) of AT 2020 gives 3.63(10) and 3.59(10) Computed. It is a conversion combining numbers from different sources and is only a rough guide.

How to read it. The 0++0^{++} ratio goes down with NN, and 2++/0++2^{++}/0^{++} is 1.4–1.5 for every NN. Even for the same group the sources differ: the difference 0.063 between LT and AT for SU(2)SU(2) is about 1 times the combined error, and the difference 0.20 for SU(3)SU(3) about 2.3 times Computed. This chapter does not identify the cause of the differences. Conversion to GeV is treated in 5-09 §detour, and large NN in 7-04.

09

What the numbers say, and what they do not — upper bounds, windows, extrapolation, the string assumption

Table 4 is numerical support for the physical view that the positive gap is about 3 to 4 times σ\sqrt\sigma. To make it a mathematical statement, four things remain.

  1. Upper bounds. The a ma\,m at each β\beta is an upper bound at finite tt or a fit to a plateau (§01, §05). No lower bound comes out of a finite window (4-11 §window).
  2. Boxes and quantum numbers. In a finite box, two glueballs or a pair of periodic strings also appear with the same quantum numbers (Morningstar–Peardon 1999 say in their abstract that they distinguished them). Spin is identified through the representations of the cube (§02).
  3. Extrapolation. Continuum-limit values are extrapolations that assume the form of the a2a^2 corrections (5-09, 5-05). That the limit exists has not been shown.
  4. The string assumption. σ\sigma is extracted by assuming linear confinement and corrections of Nambu–Goto type (§06). Confinement at large β\beta for four-dimensional non-abelian groups has not been proved, so using this σ\sigma as evidence of confinement is circular (7-03).

What the mass gap problem (4-11) asks for is the continuum theory and a lower bound on the gap, while every method in this chapter approaches from above. What to hold fixed when taking the limit is treated in 5-09.


What this chapter can say

Content
SaidThat the effective mass decreases monotonically and gives an upper bound on the lowest energy. That the generalised eigenvalue problem at t0=0,t=1t_0=0,t=1 is the Rayleigh–Ritz upper bound. That smoothing in space only keeps the operators on one time slice. How JJ splits under the cube group (Table 1) Known.
At the level of numericsThe m/σm/\sqrt\sigma of primary sources (Table 4) and the reproduction of aσa\sqrt\sigma by formula (7) (Table 2) PhysicsComputed. That the demonstration with three-dimensional Z2\mathbb Z_2 agreed with the reference values within errors (Figure 1, Table 3) Computed.
Not saidThat the continuum limit of four-dimensional Yang–Mills and the limit of m/σm/\sqrt\sigma exist; a lower bound on the gap. An independent check of the string correction. The cause of the spread in the SU(3)SU(3) values. This chapter shows nothing about the existence of the mass gap.

Sources and reproduction

ItemKindSource / tools
amla m_l, aσa\sqrt\sigma and amam of SU(N)SU(N) (Table 1 of the paper), formula (4), continuum values (Table 5 of the paper), the operators and the variational procedure, c02c_0^2, the question about 4++4^{++}, verbatim quotationsPrimary (text)B. Lucini, M. Teper, JHEP 0106 (2001) 050, arXiv:hep-lat/0103027
m/σm/\sqrt\sigma, r0σr_0\sqrt\sigma, E++E^{++} and T2++T_2^{++}Primary (text checked against the checked material)A. Athenodorou, M. Teper, JHEP 11 (2020) 172, arXiv:2007.06422; JHEP 12 (2021) 082, arXiv:2106.00364
r0mr_0m, abstractPrimary (text checked against the material)C. Morningstar, M. Peardon, Phys. Rev. D 60 (1999) 034509, arXiv:hep-lat/9901004; Y. Chen et al., Phys. Rev. D 73 (2006) 014516, arXiv:hep-lat/0510074
Meyer's SU(3)SU(3) values and the ratio 1.46(5)Secondary (original not obtained)The values of H. B. Meyer, arXiv:hep-lat/0508002, from the table of U. Gürsoy, E. Kiritsis, F. Nitti, JHEP 0802 (2008) 019, arXiv:0707.1349
ξ0+\xi_{0^+} of three-dimensional Z2\mathbb Z_2 (Table 2 of the paper), σ\sigma and σξ2\sigma\xi^2 (Table 6), 3.08(3), how the dual correspondence is usedPrimary (text)V. Agostini, G. Carlino, M. Caselle, M. Hasenbusch, Nucl. Phys. B 484 (1997) 331, arXiv:hep-lat/9607029
4.763(31) for three-dimensional SU(2)SU(2)Secondary (via Table 9 of Agostini et al. 1997; original not checked)Table 9 of the same
The corrections of the generalised eigenvalue problem and the condition t0≥t/2t_0\ge t/2, the history of the variational method (introduction of the paper)Primary (text)B. Blossier et al., JHEP 0904 (2009) 094, arXiv:0902.1265
Starting points of the variational method (Wilson's 1981 talk, Berg 1982)Bibliographic data only (from the introduction of Blossier et al. 2009; original not checked)Quotation in the same introduction
The variational method, smoothing, blocking, Creutz ratios, the noise argument, the string correction, dualityBibliographic data only (attributions are "said to be")Michael–Teasdale, Nucl. Phys. B 215 (1983) 433 (bibliographic data from the citation in Blossier et al. 2009); M. Lüscher, U. Wolff, Nucl. Phys. B 339 (1990) 222; M. Albanese et al., Phys. Lett. B 192 (1987) 163; M. Teper, Phys. Lett. B 183 (1987) 345; M. Creutz, Phys. Rev. D 21 (1980) 2308; G. Parisi, Phys. Rept. 103 (1984) 203; M. Lüscher, Nucl. Phys. B 180 (1981) 317; F. J. Wegner, J. Math. Phys. 12 (1971) 2259
Definition of the Sommer scale r0r_0Bibliographic data only (the defining formula checked against the checked material)R. Sommer, Nucl. Phys. B 411 (1994) 839, arXiv:hep-lat/9310022
Table 1, Table 3 and Figure 1 (heat bath, jackknife, generalised eigenvalue problem), Table 2 and Figure 2, the ratios and conversions in Table 4, the example in §01Computedpython3 (numpy, scipy). Scripts and output are kept in the record on this machine. The majority-vote smoothing was run as three runs; one was cut off and its record was damaged, so it is not used

Next chapter to read: 5-09 What to hold fixed when taking the limit (turning numbers in lattice units into physical quantities, and what to hold fixed in going to β→∞\beta\to\infty).

← 5-07 The Monte Carlo methodContents5-09 What to hold fixed when taking the limit →

Revised 2026-10-01: first version.