computo ergo sum

2026-10-15 · chapter Yang–Mills and the mass gapPart 13 The crossover bandβ-monotonicity, the renormalisation comparison, the two ends and the band · Kiichi, Shiori and Rin

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. The map
  97. Part 9 Where things stand, and open tasks
  98. 9-01 How far the world has come
  99. 9-02 Where the two ways of digging part
  100. 9-03 Candidates for new concepts
  101. 9-04 The list of open tasks
  102. 9-05 Common misconceptions
  103. 9-06 The stages a proof must contain — the table of seven stages
  104. The first road — from the direction of time
  105. Part 10 The first road, first half — from the direction of time: the mass gap and the diffusive-relaxation-time assumption
  106. 10-00 Entrance — the staircase, and the random walk, the ruler and the clock
  107. 10-01 The line of construction and Assumption ξ²
  108. 10-02 Roads tried on the four-dimensional lattice, and walls
  109. 10-03 The four steps of the staircase — why we start from 0+1 dimensions
  110. 10-04 The path measure of the double well, and kinks
  111. 10-05 The statement of the first step — four conditions and Proposition 4.5
  112. 10-06 (H1) Local Poincaré within a phase
  113. 10-07 The map of (H2) — seven routes and the seam of the ring
  114. 10-08 What computer-assisted means — the conditions on the chain inside the window
  115. 10-09 The sector framework and the three strands of route 5
  116. 10-10 The list of detour plans — types of breakage
  117. 10-11 (H3)(H4) and the constant of the core
  118. 10-12 The integrated table and the dependency graph
  119. 10-13 Lean statements and the limits of machine checking
  120. 10-14 Reconciliation — the numbers of the record and the known numbers
  121. 10-15 What remains and its cost — the distance to a theorem
  122. 10-16 What is not claimed
  123. 10-17 Insights and small questions
  124. Part 11 The first road, second half — repairing the form of the assumption, making time continuous
  125. 11-00 Further considerations — entrance
  126. 11-01 One form that obstructs Assumption ξ² — a nearly conserved global quantity
  127. 11-02 Choosing the ruler and the coordinates again — the length at which conservation breaks
  128. 11-03 Two ways to repair Assumption ξ² — the sector Assumption ξ² and the local Assumption ξ²
  129. 11-04 Which Assumption ξ² the one-sided bridge needs
  130. 11-05 Making time continuous — the Hamiltonian lattice and the vacuum measure
  131. 11-06 Paying with rarity instead of convexity — renormalisation on groups and log-Sobolev
  132. 11-07 Because it is four dimensions — the dimensionless coupling and topology
  133. 11-08 Questions, and what is not claimed
  134. 11-A1 Table of notation for Part 11
  135. The second road — from the direction of space
  136. Part 12 The second road: from the direction of space — a small twisted T² and confinement
  137. 12-00 Entrance — space, not time
  138. 12-01 The twisted T² and 't Hooft flux
  139. 12-02 Vortices and fractional instantons
  140. 12-03 Containers — conditioning on the frame makes things independent
  141. 12-04 Slab confinement
  142. 12-05 Vortex-insertion identities
  143. 12-06 Driven insertion and the flow lemma
  144. 12-07 Why fixed maps fail
  145. 12-08 The measured record
  146. 12-09 Where this road stops — widening the T² is the band
  147. The crossover band — two roads reach the same wall
  148. Part 13 The crossover band — two roads reach the same wall
  149. 13-00 Entrance — confluence
  150. 13-01 The correct form of the band
  151. 13-02 Reduction to a single inequality
  152. 13-03 The only place where non-abelian enters
  153. 13-04 Structure alone cannot cross
  154. 13-05 The chessboard and simultaneous flips
  155. 13-06 Renormalisation comparison — a comparison that distinguishes groups
  156. 13-07 The band seen from the side of time
  157. 13-08 A map of the roads tried and stopped
  158. 13-09 The measured record
  159. 13-10 Candidate new viewpoints
  160. 13-11 Ultraviolet control — what it means to close at infinitely many steps
  161. Closing
  162. Part 14 Closing — conditional statements
  163. 14-00 Entrance — the promise of this part
  164. 14-01 The conditional statement — the mass gap and confinement, arrow by arrow
  165. 14-02 The ledger of conditions
  166. 14-03 The table of questions (a cross-index)
  167. 14-04 What is not claimed (a cross-index)
  168. Appendices
  169. A-01 Table of notation
  170. A-02 Glossary
  171. A-03 Guide to the literature
  172. A-04 Lean and machine checking
  173. A-05 How this book was made
  174. A-06 Index of assumptions
  175. A-07 Papers that came out of this book

Renormalisation comparison — a comparison that distinguishes groups

What this chapter shows — We split the crossover band into two statements. One is that, with the lattice geometry held fixed, the vortex free energy increases in β\beta (β-monotonicity). The other is that the lattice obtained by doubling the whole lattice can be compared, up to a constant factor, with the original lattice at a stronger coupling (the renormalisation comparison). Asymptotic freedom enters only through the "direction of strengthening the coupling" β′<β\beta'\lt\beta of the renormalisation comparison. β-monotonicity looks like an easy component, but it turned out to be a problem of the same weight as the monotonicity in β\beta of the string tension in lattice units. The renormalisation comparison holds at both the strong-coupling end and the one-loop end, but on the strong-coupling side it is a line of proof with extremely crude constants, and on the weak-coupling side it is a computation at the one-loop level. In the band between them, comparing SU(2)SU(2) and U(1)U(1) numerically, the direction of the comparison does not change over the whole band for SU(2)SU(2), and for U(1)U(1) it reverses at the position of the known phase transition. Finally, from the fact that the band is a bounded interval in β\beta, we prove an elementary lemma that reduces the renormalisation comparison inside the band to "the two-sided area law at fixed β\beta (with an error of the order of the perimeter)", and say where in the band the difficulty gathers.

Prerequisite chapters — 13-01 (the correct form of the band, ln⁡(1/θ)≥cL2\ln(1/\theta)\ge cL^2), 13-02 (reduction to a single inequality), 12-01 (the twisted T2T^2 and 't Hooft flux), 12-07 (why fixed maps fail, and the one-loop table), 4-06 (asymptotic freedom), 5-02 (the strong-coupling expansion), 5-06 (U(1)U(1) and the non-abelian).

Said first — The level is [Res]. This chapter does not show the renormalisation comparison at any β\beta of the band. What it shows is the range and conditions in which the comparison holds at the two ends, numerical readings, and one reduction lemma (§06). The assumption of the reduction lemma contains the unsolved problem of confinement at intermediate coupling on the four-dimensional SU(2)SU(2) lattice. A note on symbols: Part 10 uses (P) for the projection assumption (10-02) and RR for a ratio (10-05), so in this chapter we write β-monotonicity as (Mon) and the renormalisation comparison as (RG-cmp). We write the chessboard density as κcb\kappa_{\rm cb}.

The order of this chapter
  1. Splitting the band in two — β-monotonicity (Mon) and the renormalisation comparison (RG-cmp)
  2. β-monotonicity is not easy — rewritten with the electric flux, it stands beside the monotonicity of the string tension
  3. The comparison that holds at the two ends — the strong-coupling end and the one-loop end (Table 1)
  4. The map over β — labels interval by interval (Figure 1)
  5. Numerics — doubling the lattice — SU(2)SU(2) and U(1)U(1) (Tables 2–4)
  6. The band is a bounded interval — reduction to the area law at fixed β — lemma and corollary
  7. The four faces of the band in the middle — candidate local quantities (Table 5)
  8. Conditions an argument closing the band must satisfy — criterion (m)
  9. What cannot be said
  10. The table of the five grades and the dependency graph — Table 6

01

Splitting the band in two — β-monotonicity (Mon) and the renormalisation comparison (RG-cmp)

The object is the slab of 12-01. On the lattice (Z/N)2×(Z/M)2(\mathbb Z/N)^2\times(\mathbb Z/M)^2 we put the SU(2)SU(2) Wilson action and insert the twist n12=1n_{12}=1 in the (1,2)(1,2) plane. We take the flux n34n_{34} of the (3,4)(3,4) plane as the sector, and write the vortex free energy as

ΔF(N,M,β) = −ln⁡Zn34=1(N,M,β)Zn34=0(N,M,β),θ=tanh⁡ΔF2(1)\Delta F(N,M,\beta)\ =\ -\ln\frac{Z_{n_{34}=1}(N,M,\beta)}{Z_{n_{34}=0}(N,M,\beta)},\qquad \theta=\tanh\frac{\Delta F}{2} \tag{1}

θ\theta is the quantity used in 't Hooft's criterion, and the correct form of the band was "ln⁡(1/θ(L,L))≥cL2\ln(1/\theta(L,L))\ge cL^2 uniformly in LL" (13-01). The larger the vortex free energy, the smaller θ\theta, which is the confining side.

We split the statement that crosses the band into the following two Assumption (both set as unproved statements).

(Mon)∂∂βΔF(N,M,β) ≥ 0(with the lattice geometry fixed)(2)\text{(Mon)}\quad \frac{\partial}{\partial\beta}\Delta F(N,M,\beta)\ \ge\ 0\qquad(\text{with the lattice geometry fixed}) \tag{2} (RG-cmp)ΔF(2N,2M,β) ≤ K⋅ΔF(N,M,β′),β′<β,K independent of N,M (3)\text{(RG-cmp)}\quad \Delta F(2N,2M,\beta)\ \le\ K\cdot\Delta F(N,M,\beta'),\qquad \beta'\lt\beta,\qquad K\ \text{independent of}\ N,M\ \text{} \tag{3}

The left-hand side of (2) can be written as an equality, as an average of the difference of actions: ∂βΔF=⟨ΔS⟩\partial_\beta\Delta F=\langle\Delta S\rangle (the difference of the average actions in the sectors with and without a vortex) Proved here (just differentiate the partition function in β\beta). (3) is the comparison that a vortex on the lattice coarsened by a factor 2 costs no more than a vortex on the lattice of the original size at a stronger coupling.

Together, the two give a line that crosses the band. Iterating (3) as β0>β1>β2>⋯\beta_0\gt\beta_1\gt\beta_2\gt\cdots, the vortex free energy on the lattice enlarged 2k2^k times is bounded by KkK^k times the value on the original lattice at coupling βk\beta_k. Once βk\beta_k enters the strong-coupling range, the vortex free energy there is small with an area exponent, and it becomes doubly exponentially small with each step, so it beats the loss KkK^k. (2) plays the role of an adjustment: nothing is lost if, in the course of the iteration, β′\beta' is chosen smaller than necessary.

Asymptotic freedom enters only through β′<β\beta'\lt\beta in (3). (2) is a statement of a form that contains no mechanism that distinguishes groups. For Z2\mathbb Z_2 and U(1)U(1), it follows from Ginibre's inequality when there is no twisted background, but the slab of this chapter has the twist n12=1n_{12}=1, and in that case it does not follow from Ginibre's inequality even for Z2\mathbb Z_2 Assumption (the application of Ginibre's inequality has not been checked against the text of the original source). The direction of (3), on the other hand, changes with the group. For U(1)U(1) one loop gives β′≥β\beta'\ge\beta, and the iteration does not head for strong coupling: it fails, correctly. That β′<β\beta'\lt\beta for the non-abelian SU(2)SU(2) is a restatement of asymptotic freedom (4-06), that is, of the effective coupling becoming stronger when the lattice is coarsened. In this sense (3) has to be "a comparison that distinguishes groups".

Example. At the strong-coupling end, (3) holds with K≈4K\approx4 (§03). Doubling the lattice makes the area of the vortex sheet 4 times larger, and it balances at the β′\beta' that makes the rate σ(β)\sigma(\beta) of the area exponent 4 times larger, that is, σ(β′)=4σ(β)\sigma(\beta')=4\sigma(\beta). For β=1.0\beta=1.0, β′≈0.013\beta'\approx0.013 (Table 1). At strong coupling the coupling moves a long way in one step.

Tomboulis (2007) tried to build a comparison of type (3) with Migdal–Kadanoff decimation, and Ito–Seiler and Kanazawa pointed out that the flow heads for strong coupling also for U(1)U(1) Cited (Ito–Seiler reduce the remaining step to the inequality A(α)>A+(α)A(\alpha)\gt A^+(\alpha) of their eq. (3.5), and write that it has not been shown). The history and the checking are in 13-08. What this chapter needs is just one point: a comparison that does not distinguish groups cannot cross the band.

02

β-monotonicity is not easy — rewritten with the electric flux, it stands beside the monotonicity of the string tension

(Mon) looks like "a structural component that can probably be shown". In fact it is not easy. Rewriting it with the electric flux makes this clear.

Splitting the partition function of the sector with flux n34n_{34}, by the Fourier transform on Z2\mathbb Z_2, into the partition functions Y0,Y1Y_0,Y_1 with electric flux e∈{0,1}e\in\{0,1\} gives Zn34=0=Y0+Y1Z_{n_{34}=0}=Y_0+Y_1, Zn34=1=Y0−Y1Z_{n_{34}=1}=Y_0-Y_1. Setting Ee=ddβln⁡YeE_e=\frac{d}{d\beta}\ln Y_e,

∂ΔF∂β = 2 Y0Y1 (E1−E0)Y02−Y12,θ=Y1Y0(4)\frac{\partial\Delta F}{\partial\beta}\ =\ \frac{2\,Y_0Y_1\,(E_1-E_0)}{Y_0^2-Y_1^2},\qquad \theta=\frac{Y_1}{Y_0} \tag{4}

Proved here Proof. Differentiate ΔF=ln⁡(Y0+Y1)−ln⁡(Y0−Y1)\Delta F=\ln(Y_0+Y_1)-\ln(Y_0-Y_1), insert Ye′=EeYeY_e'=E_eY_e and bring to a common denominator; the numerator is (E0Y0+E1Y1)(Y0−Y1)−(E0Y0−E1Y1)(Y0+Y1)=2Y0Y1(E1−E0)(E_0Y_0+E_1Y_1)(Y_0-Y_1)-(E_0Y_0-E_1Y_1)(Y_0+Y_1)=2Y_0Y_1(E_1-E_0). The expression for θ\theta is tanh⁡(ΔF/2)=(eΔF−1)/(eΔF+1)\tanh(\Delta F/2)=(e^{\Delta F}-1)/(e^{\Delta F}+1) with eΔF=(Y0+Y1)/(Y0−Y1)e^{\Delta F}=(Y_0+Y_1)/(Y_0-Y_1) inserted. ∎

If Y1>0Y_1\gt0 (the positive case of θ=Y(1)/Y(0)≥0\theta=Y(1)/Y(0)\ge0 in 13-04), then from (4)

(Mon)  ⟺  E1≥E0  ⟺  θ increases in β   ⟺  the electric-flux free energy −ln⁡(Y1/Y0) decreases in β (5)\text{(Mon)}\iff E_1\ge E_0\iff \theta\ \text{increases in}\ \beta\ \text{}\iff \text{the electric-flux free energy}\ -\ln(Y_1/Y_0)\ \text{decreases in}\ \beta\ \text{} \tag{5}

Proved here. In the confining phase, the free energy of the electric flux is of the order of the product of the string tension and the length the flux passes through. So it can be read that, if (Mon) holds on every lattice, it follows that the string tension in lattice units σa2\sigma a^2 decreases in β\beta Assumption (basis: the step connecting the electric-flux free energy with the string tension has not been written out). The monotonicity in β\beta of the string tension in lattice units has not been proved for SU(2)SU(2). Even the monotonicity in β\beta of the expectation value of the Wilson loop has not been shown, as far as we searched. (Mon) is a problem at least of the same weight as this Assumption. The initial estimate that "(Mon) is structural and can probably be shown" is corrected here.

The partial results to hand are the following Assumption (the proofs of none of them are set out in this book). In two dimensions with 1 or 2 sheets (by the monotonicity of the conditional energy of the O(4)O(4) chain); near β→0\beta\to0 on any fixed lattice; near β→∞\beta\to\infty in the twisted n12n_{12} background (∂βΔF\partial_\beta\Delta F approaches a positive constant because SU(2)SU(2) has no flat connection carrying both n12n_{12} and n34n_{34}). No counterexample has been found in any of the closed two-dimensional formulas (N≤100N\le100, β≤20\beta\le20), the exhaustive enumeration of 2×2×2×12\times2\times2\times1 for Z2\mathbb Z_2, or the four-dimensional Monte Carlo on 141^4 and 242^4 Reading.

Two reasons why it gets stuck are recorded. In the Mack–Petkova representation, when the SO(3)SO(3) configuration carries a twist class, the conditional Ginibre inequality goes the wrong way, and ∂βΔF\partial_\beta\Delta F becomes exactly "the difference of the two contributions we want to measure". In the character expansion, in three or more dimensions the sign of the spin-network integrals is not fixed Reading (physical estimate).

Consequence. The chain across the band does not need (Mon) on every lattice. If (3) is shown directly in the form ΔF(2N,2M,β)≤KΔF(N,M,β′)\Delta F(2N,2M,\beta)\le K\Delta F(N,M,\beta'), the freedom in choosing β′\beta' absorbs the role of (Mon). So below we concentrate on (RG-cmp).

03

The comparison that holds at the two ends — the strong-coupling end and the one-loop end

The strong-coupling end

We write the coefficient of the character expansion of the Wilson action in the fundamental representation as u(β)=I2(β)/I1(β)u(\beta)=I_2(\beta)/I_1(\beta) (u≈β/4u\approx\beta/4 as β→0\beta\to0). Expanding the vortex free energy of the slab by the strong-coupling expansion (5-02), the leading terms are the N2N^2 flat sheets wrapping the (3,4)(3,4) plane (area M2M^2, weight uM2u^{M^2}). The record contains a proposition and a line of proof of the following form.

Proposition S (the strong-coupling end). There are absolute constants u0,K0,Cu_0,K_0,C such that, for u(β)≤u0u(\beta)\le u_0 and all N,M≥2N,M\ge2,

ΔF(N,M,β)=2N2e−σN(β)M2(1+ϵ),∣ϵ∣≤CM2(K0u)max⁡(1,M/100)≤C′u(6)\Delta F(N,M,\beta)=2N^2e^{-\sigma_N(\beta)M^2}(1+\epsilon),\qquad |\epsilon|\le CM^2(K_0u)^{\max(1,M/100)}\le C'u \tag{6}

holds. σN\sigma_N depends on β\beta, NN and n12n_{12} but not on MM, and σ∞=−ln⁡u−4u4+O(u5)\sigma_\infty=-\ln u-4u^4+O(u^5). Assumption (line: in the polymer expansion the sign of the twist is fixed by the Z2\mathbb Z_2 homology class; integrating the flat parts of the sheet by gluing two-dimensional characters gives exactly uM2u^{M^2}; a Peierls estimate for contours on the sheet. The bookkeeping of the interaction between volume polymers and sheet contours (step 5 of the proof) is sketched, and the proof is not set out in this book. The form of the expansion is of the Münster (1981) type, but the text of the original source has not been checked)

Corollary (the comparison at the strong-coupling end). Defining β′\beta' by σN(β′)=4σ2N(β)\sigma_N(\beta')=4\sigma_{2N}(\beta), for all N,M≥2N,M\ge2, ΔF(2N,2M,β)/ΔF(N,M,β′)=4(1+O(u))\Delta F(2N,2M,\beta)/\Delta F(N,M,\beta')=4(1+O(u)), β′<β\beta'\lt\beta, u′=u4(1+O(u4))u'=u^4(1+O(u^4)) Assumption (algebra on top of Proposition S).

The constants are extremely crude: u0≈10−80u_0\approx10^{-80}, which in β\beta is about 4×10−804\times10^{-80}. On paper, the strong-coupling end is closed only in the range of extremely strong coupling. This is a matter of constants, and there is a prospect of large improvement by tightening the counting, but the expansion in flat sheets stops at roughening (βR≈1.9\beta_R\approx1.9), so the strong-coupling side alone cannot cover the band Reading (physical estimate). U(1)U(1) also confines at strong coupling and satisfies (3). The difference between the groups appears on the weak-coupling side.

Table 1 The root β′\beta' of the leading-order strong-coupling equation u(β′)=u(β)4u(\beta')=u(\beta)^4 (the movement of the coupling in one step) Reading
β\betau(β)u(\beta)β′\beta'β−β′\beta-\beta'
0.50.12370.00090.499
1.00.24020.01330.987
1.50.34410.05611.444
2.00.43310.14091.859

The β\beta of Table 1 lie outside the range of Proposition S (u≤u0u\le u_0). The table is a rough guide to the direction and size of the comparison from the leading terms only, not a claim that the comparison holds.

The one-loop end

On the weak-coupling side we build (3) as a variational inequality. For a measurable bijection TT carrying the measure μ0\mu_0 of the sector n34=0n_{34}=0 to the sector 11, the Gibbs variational principle gives

ΔF = Eμ0[S∘T−S−ln⁡JT]−KL(T#μ0 ∥ μ1) ≤ Eμ0[S∘T−S−ln⁡JT](7)\Delta F\ =\ \mathbb E_{\mu_0}\bigl[S\circ T-S-\ln J_T\bigr]-\mathrm{KL}\bigl(T_\#\mu_0\,\|\,\mu_1\bigr)\ \le\ \mathbb E_{\mu_0}\bigl[S\circ T-S-\ln J_T\bigr] \tag{7}

Cited (the standard form of the Gibbs variational principle; JTJ_T is the Jacobian of TT). The right-hand side is written only with averages in μ0\mu_0, so the estimate needs only one side. We consider the following construction: block the configuration of the fine lattice (2N,β)(2N,\beta) and map it to the coarse lattice (N,β′)(N,\beta'), use a nearly optimal insertion map on the coarse lattice, and carry the fluctuations when going back to the fine lattice. Depending on how the fluctuations are carried, the one-loop answer splits in two.

The one-loop count is done with the trace of the heat kernel of the SU(2)SU(2) fluctuations (Feynman gauge) in a constant background magnetic field BB. Per volume, apart from 1/(16π2s2)1/(16\pi^2s^2), the vector (4 polarisations) gives Bssinh⁡Bs(2+2cosh⁡2Bs)\frac{Bs}{\sinh Bs}(2+2\cosh2Bs) and the ghosts give −2Bssinh⁡Bs-2\frac{Bs}{\sinh Bs}. Inserting xsinh⁡x=1−x26+O(x4)\frac{x}{\sinh x}=1-\frac{x^2}6+O(x^4) and cosh⁡2x=1+2x2+O(x4)\cosh2x=1+2x^2+O(x^4) for x=Bsx=Bs,

xsinh⁡x(2+2cosh⁡2x)−2xsinh⁡x⏟total=2+113x2+O(x4),4xsinh⁡x−2xsinh⁡x⏟orbital only=2−13x2+O(x4)(8)\underbrace{\tfrac{x}{\sinh x}(2+2\cosh2x)-\tfrac{2x}{\sinh x}}_{\text{total}}=2+\tfrac{11}{3}x^2+O(x^4),\qquad \underbrace{\tfrac{4x}{\sinh x}-\tfrac{2x}{\sinh x}}_{\text{orbital only}}=2-\tfrac13x^2+O(x^4) \tag{8}

and the +4+4 in 113=−13+4\tfrac{11}3=-\tfrac13+4 comes from the spin term cosh⁡2Bs\cosh2Bs Proved here (one-loop level; the expansion is a two-line computation). 113\tfrac{11}3 is the coefficient of asymptotic freedom. The table and the details of the derivation are in 12-07; here we use only the conclusion.

Where the numbers come from: with β=4/g2\beta=4/g^2 and b0=22/(48π2)b_0=22/(48\pi^2), the one-loop movement of the coupling per doubling is β−β′=4⋅2b0ln⁡2=0.2575\beta-\beta'=4\cdot2b_0\ln2=0.2575. For the orbital part alone, replacing 113\tfrac{11}3 by −13-\tfrac13 gives 0.2575×(−111)=−0.02340.2575\times(-\tfrac1{11})=-0.0234 Proved here (arithmetic).

This explains as a number, at the one-loop level, why the method of Tomboulis (decimation = isometric) could not distinguish groups. The mechanism that sees asymptotic freedom lies in the reshaping of the fluctuations. What remains is to control the error in the estimate of the reshaped transport (the local KL near the vortex sheet and the higher loops) at intermediate coupling and in large fields, and this is open.

Always read the statements at the two ends with their conditions. One cannot say "(RG-cmp) holds at both ends, so only the width of the band remains". The strong-coupling side is a line, part of whose bookkeeping is sketched, in the range u≤u0≈10−80u\le u_0\approx10^{-80}, and the weak-coupling side is a computation at the one-loop level. A non-perturbative weak-coupling comparison has not been shown at any β\beta.

04

The map over β — labels interval by interval

Figure 1 sets out, over the β\beta of the Wilson action, the status of the comparison (RG-cmp) and of confinement interval by interval. The boundaries of the intervals are rough guides, and none of them is a threshold of a theorem.

 β:  0 ─────── 4×10⁻⁸⁰ ──────── 0.3–1 ───── 1.9 (roughening) ─────────────── 2.7 ─────────────── ∞
     │ strong end  │ lower end     │ middle                  │ upper end      │ one loop
     │ ASM         │ open          │ open                    │ ASM (paper 3)  │ PRV (one-loop level)
     │ Prop. S     │ finite-size   │ one non-abelian         │ semiclassical  │ reshaping comparison
     │ (6)         │ criterion,    │ inequality;             │ at fixed N     │ β−β′=0.258
     │             │ computer-     │ the four faces          │                │ isometric: β′≥β+0.023
     │             │ assisted count│ (§07)                   │                │
                           ↑
          numerics [RDG]: SU(2) β′ < β over the whole band (§05); U(1) reverses sign at β_c ≈ 1.01

How the width of the band is counted depends on where the lower end is put. The strong-coupling expansion is considered numerically effective up to about β≈0.3\beta\approx0.3–0.50.5, and the record writes this band as "roughly 0.5 to 2.7 in the β\beta of the Wilson action" Reading (physical estimate). On paper the band is much wider, [4×10−80, 2.7][4\times10^{-80},\,2.7], because u0u_0 is so small.

05

Numerics — doubling the lattice

We test (RG-cmp) directly with numerics. The procedure is to measure the vortex free energy on the fine lattice and read off, from the ΔF\Delta F curve of the coarse lattice, the β′\beta' of the coarse lattice that gives the same value. Every measurement makes samples that cross sectors by replica exchange and obtains the free-energy difference by Bennett's acceptance ratio (BAR). The errors are statistical; at some points the difference between two runs with different seeds (initial values of the random numbers) is 1–2 times the displayed error, so the errors may come out on the small side. Every number is a reading, not a proof Reading.

Table 2 Doubling the whole lattice of the slab: (N,M)=(4,8)→(8,16)(N,M)=(4,8)\to(8,16) (n12=1n_{12}=1) Reading
Groupβ\betaΔF(4,8,β)\Delta F(4,8,\beta)ΔF(8,16,β)\Delta F(8,16,\beta)SeedsMatching β′\beta'β−β′\beta-\beta'
SU(2)SU(2)2.72.97±0.332.97\pm0.330.92±0.300.92\pm0.30 (weighted mean of 0.65±0.390.65\pm0.39 and 1.31±0.481.31\pm0.48)2≈2.57\approx2.57 (2.45–2.65 including the error of the curve)≈+0.13\approx+0.13 (+0.05+0.05–+0.25+0.25)
SU(2)SU(2)2.61.43±0.191.43\pm0.19−0.50±0.34-0.50\pm0.34 (consistent with 0)2≲2.45\lesssim2.45≳+0.15\gtrsim+0.15
SU(2)SU(2)2.50.63±0.180.63\pm0.180.41±0.340.41\pm0.3412.2–2.50–+0.3+0.3
U(1)U(1)1.50.83±0.110.83\pm0.112.32±0.452.32\pm0.45 (48 replicas, minimum exchange acceptance rate 0.37)1>1.7\gt1.7 (outside the curve)<−0.2\lt-0.2

The curves on the coarse side are, for SU(2)SU(2), ΔF(4,8,β′)\Delta F(4,8,\beta') = 0.05,0.00,0.31,0.63,1.43,2.970.05,0.00,0.31,0.63,1.43,2.97 at β′=2.2,2.3,2.4,2.5,2.6,2.7\beta'=2.2,2.3,2.4,2.5,2.6,2.7, and for U(1)U(1), 0.42,0.55,0.83,0.92,1.460.42,0.55,0.83,0.92,1.46 at β′=1.3\beta'=1.3–1.71.7. For SU(2)SU(2), doubling lowers the vortex free energy (2.97→0.922.97\to0.92 at β=2.7\beta=2.7), and the matching β′\beta' is smaller than β\beta. For U(1)U(1) it rises (0.83→2.320.83\to2.32, about 3σ), and β′>β\beta'\gt\beta. The direction of the comparison separated for the two groups. The first U(1)U(1) run (32 replicas) had a minimum exchange acceptance rate of 0.03 and mixed badly, and is not used.

Table 3 ΔF\Delta F on the symmetric torus N4N^4 (n12=1n_{12}=1), and β′\beta' for one step 24→442^4\to4^4. One seed each Reading
Groupβ\betaΔF(24)\Delta F(2^4)ΔF(44)\Delta F(4^4)β−β′\beta-\beta'
SU(2)SU(2)1.75, 2.00.573, 1.390.01, −0.03-0.03>0.75\gt0.75 (β′<1.0\beta'\lt1.0 = outside the 242^4 curve)
SU(2)SU(2)2.252.710.500.53
SU(2)SU(2)2.54.292.460.30
SU(2)SU(2)2.755.955.100.13
SU(2)SU(2)3.07.887.330.07
U(1)U(1)0.91.150.05>0.3\gt0.3
U(1)U(1)1.01.801.07+0.12+0.12
U(1)U(1)1.12.462.71−0.04-0.04
U(1)U(1)1.23.103.68−0.11-0.11
U(1)U(1)1.44.184.46−0.05-0.05

The errors are 0.01–0.08 on 242^4 and 0.03–0.26 on 444^4. For SU(2)SU(2), β−β′>0\beta-\beta'\gt0 at every β\beta that can be read (1.75–3.0), that is, the step function of one step has no fixed point. The closer to strong coupling, the larger the movement in one step, in a form that connects to the strong-coupling values of Table 1. The decrease to 0.07 on the weak-coupling side is likely a lattice artefact, because 242^4 is too small for the one-loop regime. For U(1)U(1), the sign reverses between β=1.0\beta=1.0 and 1.11.1. This is at the position of the known phase transition βc≈1.01\beta_c\approx1.01: in the confining phase β′<β\beta'\lt\beta, in the Coulomb phase β′>β\beta'\gt\beta.

Table 4 44→844^4\to8^4 for SU(2)SU(2) (n12=1n_{12}=1). ΔF\Delta F is the simple mean of the per-seed values, and the error is half the difference between seeds Reading
β\betaΔF(44)\Delta F(4^4)ΔF(84)\Delta F(8^4)Seeds (848^4)β−β′\beta-\beta'
2.3—−0.04±0.10-0.04\pm0.10 (≈0\approx0)1≳0.1\gtrsim0.1
2.52.46 (1 seed)0.48±0.480.48\pm0.481≈+0.25\approx+0.25 (+0.19+0.19–+0.5+0.5)
2.74.72±0.254.72\pm0.253.11±0.463.11\pm0.462+0.16+0.16 (+0.13+0.13–+0.19+0.19)
2.96.56±0.336.56\pm0.334.68±0.634.68\pm0.633+0.20+0.20 (+0.12+0.12–+0.29+0.29)
3.07.58±0.257.58\pm0.255.78±0.405.78\pm0.402+0.18+0.18 (+0.14+0.14–+0.25+0.25)

For the 444^4 curve we also used the points β=2.6\beta=2.6 (3.96±0.133.96\pm0.13, 1 seed), 2.752.75 (5.18±0.105.18\pm0.10) and 2.82.8 (5.60±0.275.60\pm0.27). For 44→844^4\to8^4 too, β−β′>0\beta-\beta'\gt0 at every β\beta measured, with a mean of about +0.2+0.2. This is close to the one-loop asymptotic value 0.258 and to the value of about 0.23 expected from the known values of aσa\sqrt\sigma Reading.

How to read this. The test of the sign of the step function distinguishes whether there is a phase transition. U(1)U(1) reverses at the position of the transition, and SU(2)SU(2) does not reverse in the range measured. This is the numerical face of criterion (m) of §08. However, the lattices are small, up to 848^4, the β\beta points are few, and there are only 1–3 seeds. "For SU(2)SU(2) the sign does not change over the whole band" is a reading on these lattices and points.

06

The band is a bounded interval — reduction to the area law at fixed β

The band is a bounded closed interval I=[βa,βb]I=[\beta_a,\beta_b] in β\beta. A comparison that crosses infinitely many scales shrinks to finitely many steps on a bounded interval. We write this in the form of the following lemma.

Assumption (A) (the two-sided area law at fixed β\beta on the band II). There are constants N1,M0≥2N_1,M_0\ge2, c−,c+>0c_-,c_+\gt0, p≥0p\ge0 and a function σN(β)>0\sigma_N(\beta)\gt0 such that

The upper side of (A1) is the area law (with an error pMpM of the order of the perimeter), and the lower side is that "vortices are not too cheap", that is, an upper bound on the string tension. (A2) says that the rate is uniformly positive on the band and does not change much when β\beta is moved a little.

Lemma 1 (reduction of the comparison inside the band). Under Assumption (A), for β∈I\beta\in I, β′∈[β−δ,β)∩I\beta'\in[\beta-\delta,\beta)\cap I, N≥N1N\ge N_1, M≥M0M\ge M_0,

ΔF(2N,2M,β) ≤ K⋅ΔF(N,M,β′),K=4 c+c−exp⁡(9p28σ∗)(9)\Delta F(2N,2M,\beta)\ \le\ K\cdot\Delta F(N,M,\beta'),\qquad K=4\,\frac{c_+}{c_-}\exp\Bigl(\frac{9p^2}{8\sigma_*}\Bigr) \tag{9}

holds. KK does not depend on NN, MM or β\beta.

Proved here Proof. Since 2N≥N12N\ge N_1 and 2M≥M02M\ge M_0, the upper side of (A1) gives ΔF(2N,2M,β)≤c+(2N)2e−σ2N(β)(2M)2+p(2M)=4c+N2e−4σ2N(β)M2+2pM\Delta F(2N,2M,\beta)\le c_+(2N)^2e^{-\sigma_{2N}(\beta)(2M)^2+p(2M)}=4c_+N^2e^{-4\sigma_{2N}(\beta)M^2+2pM}. The lower side gives ΔF(N,M,β′)≥c−N2e−σN(β′)M2−pM\Delta F(N,M,\beta')\ge c_-N^2e^{-\sigma_N(\beta')M^2-pM}. Setting η:=4σ2N(β)−σN(β′)\eta:=4\sigma_{2N}(\beta)-\sigma_N(\beta'), (A2) gives η≥3σ2N(β)−σ∗≥2σ∗\eta\ge3\sigma_{2N}(\beta)-\sigma_*\ge2\sigma_* (using σ2N(β)≥σ∗\sigma_{2N}(\beta)\ge\sigma_*). The ratio is

ΔF(2N,2M,β)ΔF(N,M,β′) ≤ 4c+c− e−ηM2+3pM ≤ 4c+c− e9p2/(4η) ≤ 4c+c− e9p2/(8σ∗)\frac{\Delta F(2N,2M,\beta)}{\Delta F(N,M,\beta')}\ \le\ 4\frac{c_+}{c_-}\,e^{-\eta M^2+3pM}\ \le\ 4\frac{c_+}{c_-}\,e^{9p^2/(4\eta)}\ \le\ 4\frac{c_+}{c_-}\,e^{9p^2/(8\sigma_*)}

The second inequality is the maximum 9p2/(4η)9p^2/(4\eta) of the quadratic −ηM2+3pM-\eta M^2+3pM, and the third is η≥2σ∗\eta\ge2\sigma_*. ∎

Corollary. The band can be crossed in at most ⌈(βb−βa)/δ⌉\lceil(\beta_b-\beta_a)/\delta\rceil steps, and the loss over them is KK to the power of the number of steps, a constant independent of NN and MM Proved here. The same proof goes through if β′\beta' is lowered further, as long as it satisfies σN(β′)≤4σ2N(β)−2σ∗\sigma_N(\beta')\le4\sigma_{2N}(\beta)-2\sigma_*.

Calibration. Proposition S at the strong-coupling end ((6)) gives (A1) with p=0p=0 and c±=2(1±C′u)c_\pm=2(1\pm C'u). Then (9) holds with K=4(1+C′u)/(1−C′u)K=4(1+C'u)/(1-C'u), which agrees with 4(1+O(u))4(1+O(u)) of the corollary in §03 Proved here (Proposition S is an assumption, so the agreement is an agreement of form).

What Lemma 1 says. (RG-cmp) inside the band reduces to "confinement at fixed β\beta (two-sided asymptotics with an error of the order of the perimeter)" at each β\beta of the band. The comparison across scales itself is not needed. The band is entered when the physical box is large, so (A1) is needed only in the range where N,MN,M is sufficiently larger than the correlation length ξ(β)\xi(\beta).

What Lemma 1 does not say. Assumption (A) is unproved at every β\beta of the band. The upper side is itself the unsolved problem of confinement at intermediate coupling on the four-dimensional SU(2)SU(2) lattice. As far as we searched, there is no proof of confinement on the four-dimensional SU(2)SU(2) lattice at β≈1\beta\approx1. The lower side (an upper bound on the string tension to the accuracy of the order of the perimeter) has not been written out either. The lemma does not depend on the group; all the non-commutativity is in Assumption (A). For U(1)U(1) (β∈(1.01,2.7)\beta\in(1.01,2.7)), Assumption (A) is false, so no conclusion follows. This lemma is a reduction, not a tool, and we do not say it has made the band easier.

Where the difficulty gathers Reading (physical estimate). After Lemma 1, what remains inside the band are problems at fixed β\beta (estimates uniform in the volume, non-convex large fields, the absence of a phase transition). The difficulty of crossing scales does not vanish from inside the band; it gathers at the upper end of the band and at the seam with ultraviolet control. At the upper end of the band, ξ(β)\xi(\beta) exceeds 10 in lattice units, and the road of checking (A1) by computations in finite boxes stops on size. And beyond the upper end of the band (β→∞\beta\to\infty) is the range taken on by ultraviolet control (6-07), and the two must be joined with the same constant. In terms of the three roots of 11-07 §05, inside the band it is (R3) (the non-convexity of large fields) and excluding a phase transition, and the seam at the upper end is (R2) (there is no expansion that joins the ultraviolet and the infrared).

Example. On the strong-coupling side (u≤u0u\le u_0), a statement of exactly the form (A) exists as Proposition S (at the level of a line of proof). The work of pushing the lower end of the band up to β≈0.3\beta\approx0.3–11 (the lower end of §04) is, in the words of Lemma 1, "widening the interval on which (A1) holds", and needs no comparison across scales.

07

The four faces of the band in the middle

It has been narrowed down to this: crossing the band in the middle needs one inequality that uses non-commutativity. On which local quantity to write it in, there are four candidates. We call them "faces" in the sense that it is enough to show any one of them uniformly in the scale, in a form that fails for U(1)U(1). Table 5 lists only the names and the expected behaviour; the detailed examination is in 13-10. Every row is an estimate Reading (physical estimate).

Table 5 The four faces of the band in the middle (expectation rows are physical estimates; numbers are readings)
FaceLocal quantityExpectation for SU(2)SU(2)Where it fails for U(1)U(1)
κw\kappa_wSoftness in the twist direction: the variance of the force along the generator of the twist (in a strip of width ww)Decreases with ww (the soft direction of Nielsen–Olesen; a non-perturbative version of the one-loop +4+4 spin term)No spin term, κw≥cβ\kappa_w\ge c\beta
δ(L0)\delta(L_0)The total variation distance on the inner cube when the centre magnetic flux on the boundary of the box is changedGoes to 0 exponentially in L0L_0Remains O(β)O(\beta) in the Coulomb phase
f(ℓ)f(\ell)The twist free energy of an ℓ×ℓ\ell\times\ell column with its outer frame held fixedOf the type e−σℓ2e^{-\sigma\ell^2}Of the type π2β/ℓ2\pi^2\beta/\ell^2 (≈2β\approx2\beta for Z2\mathbb Z_2)
Pressure marginThe pressure difference p∞−pG,Lp_\infty-p_{G,L} between the system with and without the twist pattern (the exponent of the chessboard density κcb\kappa_{\rm cb})A positive margin remains and gives the area law at fixed β\betaDoes not produce a small κcb\kappa_{\rm cb}

A numerical example. Measuring the column face f(ℓ)f(\ell) by the twist bias E∣θB∣\mathbb E|\theta_B| on T42×ℓ×ℓT^2_4\times\ell\times\ell with the outer frame held fixed, SU(2)SU(2) (β=2.3\beta=2.3) gives 0.23,0.07,0.090.23,0.07,0.09 at ℓ=4,5,6\ell=4,5,6, and the Coulomb phase of U(1)U(1) (β=1.3\beta=1.3) gives 0.61,0.49,0.410.61,0.49,0.41 (0.250.25 at ℓ=8\ell=8); for ℓ≥5\ell\ge5, SU(2)SU(2) is 1/5 to 1/7 of U(1)U(1) Reading. However, the SU(2)SU(2) values are close to the statistical floor, and at this size e−σℓ2e^{-\sigma\ell^2} cannot be told apart from a power.

For each of the four faces, the comparison across scales (for example f(2ℓ,2N,β)≤Kf(ℓ,N,β′)f(2\ell,2N,\beta)\le Kf(\ell,N,\beta')) is a local version with the same difficulty as the global (RG-cmp), and has not become easier. What changing the face gains is that the object of the proof becomes "a statement about a finite region with its boundary held fixed".

08

Conditions an argument closing the band must satisfy — criterion (m)

Criterion (m). U(1)U(1) has, inside this band (β≈1.01\beta\approx1.01), a phase transition to a non-confining phase. An argument that closes the band must show that SU(2)SU(2) has no phase transition, distinguishing it from U(1)U(1). This is of the same weight as the unsolved problem that "four-dimensional SU(2)SU(2) has no transition to a non-confining phase at zero temperature", and proposals that do not satisfy this condition are discarded from the start.

The sign of the step function in §05 was the numerical face of this criterion. Put another way, a proof that closes the band is a proof that the direction β′<β\beta'\lt\beta of the comparison does not change over the whole band for SU(2)SU(2). Purely structural arguments (reflection positivity, duality, the transfer matrix) hold in the same form for Z2\mathbb Z_2 and U(1)U(1), so they alone do not satisfy the criterion (13-04). Renormalisation that does not distinguish groups (the isometric comparison, the Migdal–Kadanoff flow) does not satisfy it either (§03).

Even without closing the whole band at once, there are intermediate goals that satisfy criterion (m).

  1. ΔF(L,L)→0\Delta F(L,L)\to0 (at any speed). In the Coulomb phase of U(1)U(1), ΔF(L,L)\Delta F(L,L) tends to the classical half-flux value π2βR/2\pi^2\beta_R/2 (with the renormalised βR\beta_R), and in the non-confining phase of Z2\mathbb Z_2 it increases, so showing this would exclude the known non-confining phases Assumption (the behaviour of the phases is an estimate). It does not give the mass gap. Numerically, for U(1)U(1) (β=1.2\beta=1.2), 24→442^4\to4^4 is flat at 3.10→3.683.10\to3.68, and for SU(2)SU(2) (β=2.75\beta=2.75) it is 5.95→5.105.95\to5.10 Reading.
  2. ln⁡(1/θ(L,L))≥cL2/ln⁡L\ln(1/\theta(L,L))\ge cL^2/\ln L (nearly the area law). Through the Tomboulis–Yaffe inequality Cited, the Wilson loop decreases faster than the perimeter law (of the type ⟨W⟩≤2exp⁡(−cA/ln⁡A)\langle W\rangle\le2\exp(-cA/\ln A)).
  3. The band itself: ln⁡(1/θ(L,L))≥cL2\ln(1/\theta(L,L))\ge cL^2 (13-01).
09

What cannot be said

(a) We show neither (RG-cmp) nor (Mon) at any β\beta of the band.

(b) The strong-coupling end is a line, part of whose bookkeeping is sketched, in the range u≤u0≈10−80u\le u_0\approx10^{-80}. The weak-coupling end is at the one-loop level, not a non-perturbative claim. Do not read "it holds at both ends" with these two conditions removed.

(c) Lemma 1 is a reduction, and Assumption (A) contains an unsolved problem. We do not say that Lemma 1 made the band easier.

(d) The numbers of §05 are readings on small lattices up to 848^4, with few β\beta and 1–3 seeds, and are not evidence that there is no phase transition.

(e) The four faces of Table 5 are candidates, and none of them has an estimate uniform in the scale.

(f) The relation between (Mon) and the monotonicity of the string tension includes a step that is a reading (§02). Nor do we say that (Mon) is false.

10

The table of the five grades and the dependency graph

Table 6 The rows of this chapter ("—" marks a row with no machine checking; the rows of this chapter have no Lean column)
RowStatement (one line)GradeBasisScope
[01]∂βΔF=⟨ΔS⟩\partial_\beta\Delta F=\langle\Delta S\rangleProved here§01With the lattice geometry held fixed
[02]The Gibbs variational principle (7)Cited§03Measurable bijection TT
[03](4)(5): (Mon) ⇔ E1≥E0E_1\ge E_0 ⇔ θ\theta increases in β\betaProved here§02Y1>0Y_1\gt0
[04](Mon) has the same weight as the β\beta-monotonicity of the string tension in lattice unitsAssumption§02 (the step connecting the electric flux with the tension has not been written out)On every lattice
[05]Partial results on (Mon) (1 and 2 sheets in two dimensions, β→0\beta\to0, β→∞\beta\to\infty in the twisted background)Assumption§02 (the proofs are not set out in the book)The conditions of each case
[06]Proposition S: the form (6) of the vortex free energy at the strong-coupling endAssumptionLine: the bookkeeping of step 5 of the proof is sketchedu≤u0≈10−80u\le u_0\approx10^{-80}, N,M≥2N,M\ge2
[07]The comparison at the strong-coupling end K=4(1+O(u))K=4(1+O(u)), β′<β\beta'\lt\betaAssumptionAlgebra on top of [06]As above
[08]The expansion (8) of the heat-kernel trace: 113=−13+4\tfrac{11}3=-\tfrac13+4Proved here§03One loop, constant background
[09]The isometric comparison gives β′≥β+0.023\beta'\ge\beta+0.023 (against asymptotic freedom)Proved here§03, 12-07One-loop level, per doubling
[10]The comparison that reshapes the fluctuations gives β′=β−0.258\beta'=\beta-0.258Proved here§03, 12-07One-loop level, per doubling
[11]Theorem A of paper 3 (the direction of confinement at fixed NN and large β\beta)AssumptionA paper proof in the paper (with citations). Not set out in the bookFixed NN
[12]Table 2: for (4,8)→(8,16)(4,8)\to(8,16), SU(2)SU(2) gives β′<β\beta'\lt\beta, U(1)U(1) gives β′>β\beta'\gt\betaReading§05Lattices, β\beta and seeds as in the table
[13]Tables 3 and 4: for SU(2)SU(2) the sign does not change; for U(1)U(1) it reverses at β=1.0\beta=1.0–1.11.1Reading§05Up to 848^4, 1–3 seeds
[14]Lemma 1: the comparison (9) inside the band under Assumption (A)Proved here§06Assumptions (A1)(A2), N≥N1N\ge N_1, M≥M0M\ge M_0
[15]Corollary: the band can be crossed in finitely many steps, with a loss independent of N,MN,MProved here§06As above
[16]Calibration: K=4(1+C′u)/(1−C′u)K=4(1+C'u)/(1-C'u) in the form of Proposition SProved here§06Agreement of form ([06] is an assumption)
[17]The difficulty gathers at the upper end of the band and at the seam with ultraviolet controlReading§06 (physical estimate)—
[18]The four faces of the band in the middle and their expectationsReading§07 (physical estimate)—
[19]Criterion (m): the transition of U(1)U(1) inside the band, and the condition on an argument closing the bandReading§08 (the position of the transition is a known numerical value; physical estimate)—
[20]ΔF(L,L)→0\Delta F(L,L)\to0 excludes the known non-confining phasesAssumption§08 (the behaviour of the phases is an estimate)—

The dependency graph (the numbers of premises are smaller than the number of the conclusion):

[01] PRV DER    ∂_β ΔF = ⟨ΔS⟩
[02] CIT GIBBS  Gibbs variational principle (7)
[03] PRV MON    (Mon) ⇔ E₁ ≥ E₀ ⇔ θ increases ⟸ [01]                    Y₁ > 0
[04] ASM HARD   (Mon) weighs as much as β-monotonicity of the tension ⟸ [03]
[05] ASM PART   partial results on (Mon)
[06] ASM STRG   Proposition S (strong-coupling end)                     u ≤ u₀ ≈ 10⁻⁸⁰
[07] ASM RSTR   comparison at the strong-coupling end, K ≈ 4 ⟸ [06]
[08] PRV HK     11/3 = −1/3 + 4                                         one loop
[09] PRV ISO    isometric comparison gives β′ ≥ β + 0.023 ⟸ [02][08]    one loop
[10] PRV SHP    reshaping comparison gives β′ = β − 0.258 ⟸ [02][08]    one loop
[11] ASM THA    Theorem A of paper 3                                    fixed N
[12] RDG DBL    direction of (4,8)→(8,16) separates by group
[13] RDG STEP   sign of the step function: SU(2) unchanged, U(1) reverses
[14] PRV RED    Lemma 1 (under Assumptions (A1)(A2))
[15] PRV FIN    the band takes finitely many steps ⟸ [14]
[16] PRV CAL    calibration ⟸ [06][14]                                  agreement of form
[17] RDG LOC    difficulty at the upper end and the UV seam ⟸ [14]
[18] RDG FACE   the four faces ⟸ [09][10][12][13]
[19] RDG CRIT   criterion (m) ⟸ [13]
[20] ASM MID    ΔF(L,L) → 0 excludes non-confining phases ⟸ [19]

The check is to see by eye that every number to the right of a "⟸" is smaller than the number on the left. There are no cycles. Assumptions (A1)(A2) are written as conditions in row [14] and are not made nodes, because the assumption rows do not contain the quantity of the conclusion (the comparison that crosses the band). Among the nodes of this chapter there is no node for the comparison at any β\beta of the band, none for confinement, and none for the mass gap.


What this chapter can say

What is saidWhat is not said
Proved here (Mon) and its restatement (4)(5) in terms of the electric flux. That, at the one-loop level, the isometric comparison gives only the direction against asymptotic freedom (β′≥β+0.023\beta'\ge\beta+0.023), and the comparison that reshapes the fluctuations gives β−β′=0.258\beta-\beta'=0.258(Mon) itself. The non-perturbative weak-coupling comparison
Proved here Lemma 1: that the comparison inside the band reduces to the two-sided area law at fixed β\beta (Assumptions (A1)(A2))A proof of Assumption (A) at any β\beta. Having made the band easier
Assumption The comparison at the strong-coupling end (u≤u0≈10−80u\le u_0\approx10^{-80}, part of the bookkeeping sketched). The upper end at fixed NN (Theorem A of paper 3)A proof set out in the book. Raising u0u_0 to a practical range
Reading That on lattices up to 848^4 the direction of the comparison does not change for SU(2)SU(2) and reverses at the position of the transition for U(1)U(1)Evidence that there is no phase transition. The same reading on large lattices

Sources and reproduction

ItemKindSource / tools
The split into (Mon) and (RG-cmp), (4)(5), the partial results, the expansion of the heat-kernel trace and the two comparisonsThe study of this bookThe record of the study of this book (the idea of splitting the band into β-monotonicity and the renormalisation comparison, the examination of β-monotonicity, the one-loop check). The computations of (4) and (8) were checked in this chapter
Proposition S and corollaryThe study of this book (assumption)The record of the study of this book (the strict form of the comparison on the strong-coupling side, and the section correcting it). The type of the polymer expansion is that of G. Münster's (1981) strong-coupling expansion of the vortex free energy (the bibliographic data and the text of the original source have not been checked)
Table 1ReadingNumerical values of the ratio of modified Bessel functions I2/I1I_2/I_1, and numerical roots of u(β′)=u(β)4u(\beta')=u(\beta)^4. The numbers were checked in this chapter
Tables 2–4, the column biasReadingThe numerical record of the study of this book (the test of the renormalisation comparison, the scan of the step function on the symmetric torus, the U(1)U(1) control, the addition of 44→844^4\to8^4 and the merging of seeds, the twist cost of the column). Replica exchange and BAR
Lemma 1, corollary, calibrationProved hereThe study of this book (the reduction lemma from the examination of the band candidates). The proof was checked line by line in this chapter
The four faces, criterion (m), the intermediate goalsThe study of this bookThe record of the study of this book (the arrangement of roads for closing the crossover band). Details in 13-10
The claim of Tomboulis and its criticismCitedE. T. Tomboulis, arXiv:0707.2179. T. Ito, E. Seiler, arXiv:0711.4930 (eq. (3.5)). T. Kanazawa, arXiv:0805.2742 (Appendix A). History in 13-08
The Tomboulis–Yaffe inequalityCitedE. T. Tomboulis, L. G. Yaffe, Commun. Math. Phys. 100 (1985) (the table of sources of 13-01)

Terms used in this chapter — the crossover band, β-monotonicity (Mon), the renormalisation comparison (RG-cmp), the isometric comparison, the comparison that reshapes the fluctuations, the step function, the four faces, criterion (m), the reduction lemma. Their meanings are in A-02 Glossary.

Next chapter: 13-07 The band seen from the side of time — the statement corresponding to the band on the road of Part 10, and why the first-step wall "15/4 against 4" is a miniature of the band and not the band.

← 13-05 The chessboard and simultaneous flipsContents13-07 The band seen from the side of time →

Revised 2026-10-15: first version.