The whole book Contents and reading orders
- Part 0 Entrance — how to read this book
- 0-01 How to read this book
- 0-02 One picture
- 0-03 Reading the problem statement word by word
- 0-04 Four dimensions in mathematics and four dimensions in physics
- Part 1 Mathematical preparation
- 1-01 Vector spaces and linear maps
- 1-02 What a group is
- 1-03 Lie groups and Lie algebras
- 1-04 SU(2) and SU(3)
- 1-05 Manifolds and tangent spaces
- 1-06 Differential forms and the exterior derivative
- 1-07 Vector bundles and connections
- 1-08 Probability and measure
- 1-09 Probability in infinite dimensions
- 1-10 Hilbert spaces and self-adjoint operators
- 1-11 Fourier analysis and distributions
- 1-12 Detour: what happens only in four dimensions
- Part 2 Physical preparation
- 2-01 Lagrangians and the action
- 2-02 The idea of a field
- 2-03 Electromagnetism is a gauge theory
- 2-04 Special relativity and spacetime
- 2-05 The bones of quantum mechanics
- 2-06 The harmonic oscillator and creation and annihilation
- 2-07 The idea of the path integral
- 2-08 Statistical mechanics and phase transitions
- 2-09 Detour: the gap and the correlation length in the Ising model
- 2-10 The relaxation time and the dynamical exponent z
- Part 3 Yang–Mills theory (classical)
- 3-01 The gauge principle
- 3-02 Non-abelian gauge fields
- 3-03 The action and the equations
- 3-04 Gauge theory as geometry
- 3-05 Instantons and topology
- 3-06 Detour: Donaldson and exotic R⁴
- 3-07 Yang–Mills inside the Standard Model
- Part 4 Quantisation
- 4-01 Canonical quantisation and the Hamiltonian
- 4-02 The path integral and Euclideanisation
- 4-03 Perturbation theory and Feynman diagrams
- 4-04 Divergences and renormalisation
- 4-05 The algebra of divergences
- 4-06 Asymptotic freedom
- 4-07 Dimensional transmutation and Λ
- 4-08 Gauge fixing and Faddeev–Popov
- 4-09 The axioms of quantum field theory
- 4-10 The Osterwalder–Schrader axioms and reconstruction
- 4-11 The definition of the mass gap
- 4-12 Detour: the perturbation series diverges
- Part 5 Lattice gauge theory
- 5-01 Wilson's lattice
- 5-02 The strong-coupling expansion
- 5-03 Reflection positivity and the transfer matrix
- 5-04 The infinite-volume limit and the cluster expansion
- 5-05 Weak coupling and the continuum limit
- 5-06 How U(1) differs from the non-abelian case
- 5-07 The Monte Carlo method
- 5-08 Measuring glueballs and the string tension
- 5-09 What to hold fixed when taking the limit
- 5-10 Lattice gauge theory with finite groups
- 5-11 Detour: Bakry–Émery and one-link integration
- Part 6 Constructive field theory
- 6-01 What constructive field theory is
- 6-02 Solvability in two dimensions and the Yang–Mills measure
- 6-03 Constructing scalar fields
- 6-04 The cluster expansion
- 6-05 The sequence of renormalisation group steps
- 6-06 Ultraviolet stability of three-dimensional Yang–Mills
- 6-07 Four dimensions
- 6-08 Triviality of φ⁴ in four dimensions
- 6-09 Stochastic quantisation and regularity structures
- 6-10 Where four dimensions stops
- 6-11 Obstacles other than divergence
- 6-12 Detour: "if 1/0 is given a symbol"
- Part 7 From the side of physics
- 7-01 How physics sees it
- 7-02 Mechanisms of confinement
- 7-03 The string picture
- 7-04 Large N
- 7-05 String theory and extra dimensions
- 7-06 How extra dimensions become invisible
- 7-07 Where gauge fields come from
- 7-08 Holography
- 7-09 The mass gap becomes geometry
- 7-10 Back to four dimensions
- 7-11 Supersymmetry and Seiberg–Witten
- 7-12 The sentence that plays the role of an equivalence principle
- 7-13 Where the way physics digs parts from mathematics
- Part 8 A dictionary of two languages — the physical and the mathematical view
- 8-01 How to read the dictionary
- 8-02 Dictionary A
- 8-03 Dictionary B
- 8-04 Dictionary C
- 8-05 The physical counterparts of our assumptions
- The map
- Part 9 Where things stand, and open tasks
- 9-01 How far the world has come
- 9-02 Where the two ways of digging part
- 9-03 Candidates for new concepts
- 9-04 The list of open tasks
- 9-05 Common misconceptions
- 9-06 The stages a proof must contain — the table of seven stages
- The first road — from the direction of time
- Part 10 The first road, first half — from the direction of time: the mass gap and the diffusive-relaxation-time assumption
- 10-00 Entrance — the staircase, and the random walk, the ruler and the clock
- 10-01 The line of construction and Assumption ξ²
- 10-02 Roads tried on the four-dimensional lattice, and walls
- 10-03 The four steps of the staircase — why we start from 0+1 dimensions
- 10-04 The path measure of the double well, and kinks
- 10-05 The statement of the first step — four conditions and Proposition 4.5
- 10-06 (H1) Local Poincaré within a phase
- 10-07 The map of (H2) — seven routes and the seam of the ring
- 10-08 What computer-assisted means — the conditions on the chain inside the window
- 10-09 The sector framework and the three strands of route 5
- 10-10 The list of detour plans — types of breakage
- 10-11 (H3)(H4) and the constant of the core
- 10-12 The integrated table and the dependency graph
- 10-13 Lean statements and the limits of machine checking
- 10-14 Reconciliation — the numbers of the record and the known numbers
- 10-15 What remains and its cost — the distance to a theorem
- 10-16 What is not claimed
- 10-17 Insights and small questions
- Part 11 The first road, second half — repairing the form of the assumption, making time continuous
- 11-00 Further considerations — entrance
- 11-01 One form that obstructs Assumption ξ² — a nearly conserved global quantity
- 11-02 Choosing the ruler and the coordinates again — the length at which conservation breaks
- 11-03 Two ways to repair Assumption ξ² — the sector Assumption ξ² and the local Assumption ξ²
- 11-04 Which Assumption ξ² the one-sided bridge needs
- 11-05 Making time continuous — the Hamiltonian lattice and the vacuum measure
- 11-06 Paying with rarity instead of convexity — renormalisation on groups and log-Sobolev
- 11-07 Because it is four dimensions — the dimensionless coupling and topology
- 11-08 Questions, and what is not claimed
- 11-A1 Table of notation for Part 11
- The second road — from the direction of space
- Part 12 The second road: from the direction of space — a small twisted T² and confinement
- 12-00 Entrance — space, not time
- 12-01 The twisted T² and 't Hooft flux
- 12-02 Vortices and fractional instantons
- 12-03 Containers — conditioning on the frame makes things independent
- 12-04 Slab confinement
- 12-05 Vortex-insertion identities
- 12-06 Driven insertion and the flow lemma
- 12-07 Why fixed maps fail
- 12-08 The measured record
- 12-09 Where this road stops — widening the T² is the band
- The crossover band — two roads reach the same wall
- Part 13 The crossover band — two roads reach the same wall
- 13-00 Entrance — confluence
- 13-01 The correct form of the band
- 13-02 Reduction to a single inequality
- 13-03 The only place where non-abelian enters
- 13-04 Structure alone cannot cross
- 13-05 The chessboard and simultaneous flips
- 13-06 Renormalisation comparison — a comparison that distinguishes groups
- 13-07 The band seen from the side of time
- 13-08 A map of the roads tried and stopped
- 13-09 The measured record
- 13-10 Candidate new viewpoints
- 13-11 Ultraviolet control — what it means to close at infinitely many steps
- Closing
- Part 14 Closing — conditional statements
- 14-00 Entrance — the promise of this part
- 14-01 The conditional statement — the mass gap and confinement, arrow by arrow
- 14-02 The ledger of conditions
- 14-03 The table of questions (a cross-index)
- 14-04 What is not claimed (a cross-index)
- Appendices
- A-01 Table of notation
- A-02 Glossary
- A-03 Guide to the literature
- A-04 Lean and machine checking
- A-05 How this book was made
- A-06 Index of assumptions
- A-07 Papers that came out of this book
Reduction to a single inequality
What this chapter shows — The conditional reduction theorem, which derives the correct form of the band (13-01) under three assumptions — the small-T² base point, frame decorrelation and the lateral-widening inequality — and its proof. Alternating between nesting, which widens the container in the directions of the plane, and an inequality that fixes the container and widens the transverse , we obtain decay with an area exponent from the fact that the sequence of biases satisfies (the doubling iteration). We also look at the strong and weak forms of the lateral-widening inequality, at the fact that the strong form is stronger than confinement (it includes monotonicity of the slab tension), and at why we state things restricted to scales free of lattice artefacts.
Prerequisite chapters — 13-01 (notation, the container estimate, Proposition 2), 12-03 (nesting of containers), 12-04 (slab confinement), A-04 (Lean).
Said first — Theorems 1 and 2 are conditional, and none of the three assumptions has been shown. In particular the lateral-widening inequality is the only place in this reduction where non-abelian dynamics enters, and the difficulty of the band has only moved there. The conclusion is a statement on the dyadic sequence of scales , and whether the constants are uniform in the lattice spacing is decided by whether the constants of the assumptions are uniform. What was checked in Lean is only the real-number algebra of the iteration.
- Two moves — nesting in the directions of the plane, and widening the transverse
- Three assumptions — the base point, frame decorrelation, the lateral-widening inequality (strong form, weak form)
- The conditional reduction theorem — Theorem 1 and its proof
- Reduction with the weak form — Theorem 2, and what replaces the jump step
- The strong form is stronger than confinement — monotonicity of the slab tension (Proposition 3)
- Lattice artefacts and
- Reading the Lean statements — Doubling (
Doubling.iterate,Doubling.decay) - What remains
- The table of the five grades and the dependency graph
Two moves — nesting in the directions of the plane, and widening the transverse
The notation is as in 13-01 §01. is the sector bias at a typical frame of the container of size in the directions of the plane, and we write . The goal is, for some uniform in physical units,
There are two moves that change .
Nesting in the directions of the plane. Keeping fixed, split a large container by an interior frame into small containers ; conditioned on the frame, the small containers are independent, so
holds (the nested form of the Mack–Petkova container identity Cited, 12-03). If the container is enlarged times, the right-hand side is a product of factors. If the factors are close to their typical value and nearly independent of each other, , and the disorder propagates to large scales. But this is a matter inside a slab with fixed, and it has the same content as slab confinement (12-04).
Widening the transverse . (1) asks that the container and the transverse torus be enlarged together. Nesting does not change , so it alone does not reach (1). Replacing by changes the very surface that the vortex sheet wraps, and a relation connecting containers at the two scales does not come out of structure (13-04). Setting this relation as an assumption is the lateral-widening inequality of the next section.
Three assumptions
We call the assumptions by name (the correspondence with the old symbols is in A-06). All lengths are in physical units and at least , where lattice artefacts can be neglected (§06).
(A) The small-T² base point Assumption For some physical and ,
In the estimate of a dilute gas of fractional instantons, (12-02). A line of showing it under ultraviolet control and uniform acceptance of insertions has been considered, but it has not been shown.
(B) Frame decorrelation Assumption There is a constant such that for all , and integers ,
The right-hand side of (2) is the average of a product of factors that share a frame, and Hölder's inequality alone loses the power (only the form comes out). (4) is the assumption that this product splits, up to a constant, into the product of typical values. If is fixed, it can be replaced, under reflection positivity in z, by the chessboard density (13-05). The form uniform in is open.
(C) The lateral-widening inequality (strong form) Assumption There is a constant such that for ,
It is the statement that, even if the container is fixed and the transverse is widened by a factor , the bias grows by at most a factor . The factor is the entropy of the transverse position of the vortex sheet. Setting , we need (if ).
(C′) The lateral-widening inequality (weak form) Assumption For the dyadic scales , there are with and a constant such that
It is the statement that at each step of doubling the transverse directions one may lose a fraction of and a constant , provided the sum of the fractions lost is finite. The strong form (5) at loses only the constant from , so it is the case of (6).
The conditional reduction theorem
Theorem 1 (conditional reduction) Proved here Assume (A) the small-T² base point, (B) frame decorrelation and (C) the lateral-widening inequality (strong form). Set (), and choose an integer so that
(this is possible because ). Setting and , for all
Moreover, under (B), by Proposition 2 of 13-01, for square loops on the slab with side a multiple of , . The lower bound on the tension does not depend on .
Proof In three steps.
Step 1 (jump). Using (B) with and , and putting in (A), gives . Next, using (C) with and ,
Step 2 (one doubling). Set . Using (B) with and gives . Using (C) with and ,
Step 3 (iteration). Setting , (9) becomes . Multiplying both sides by gives , so by induction (using ). Hence . From , and ,
For the last claim, take in Proposition 2 and replace by . ∎
The algebra of the iteration in step 3 — from to and — is checked in Lean (§07).
What Theorem 1 does not say.
- The conclusion is a statement on the dyadic sequence . Extending it to the scales in between, , needs an additional property such as monotonicity of in , which we do not assume here.
- The constant is uniform in the lattice spacing only when the constants of (A)(B)(C) and are uniform in .
- (B) is used in two places — the power in the nesting (steps 1 and 2) and the bridge from the bias to the Wilson loop (Proposition 2).
- The meaning of "typical frame" is put inside (B). We have not used a form that treats the tail of the distribution of frames (the rarity of bad frames) separately.
Note (the global version). If the same chain is written with the ratio of twisted partition functions on the torus ((8) of 13-01) instead of conditioned on the frame, the bridge to the area law is carried by the Tomboulis–Yaffe inequality (Corollary 3 of 13-01), and (B) is not needed. In exchange, the base point (A) must also be shown for the global partition functions — as a lower bound saying that vortices are cheap. This is also open.
Reduction with the weak form
Even with the weak form (6), the iteration keeps the area exponent. But the jump step cannot be made with the weak form, so the base point has to be set sufficiently small at one scale.
Theorem 2 Proved here Assume (B), and (C′) on the dyadic sequence , and set , , . If , then for all
Proof Using (B) with gives . Putting this into (6) and using and gives . Setting , . For and we show by induction: for it is an equality. If it holds for , then from and , . From , and , . ∎
The strong form is the case (), , and the condition there, , is the same condition as in Theorem 1. The condition on in Theorem 2 moves the role that the jump step played in Theorem 1 onto the assumption of the base point.
The strong form is stronger than confinement — monotonicity of the slab tension
We define the string tension of the two-dimensional theory obtained by shrinking the transverse directions to (the slab tension) as
The uniform slab tension ((1) of 13-00) is .
Proposition 3 Proved here If the strong form (5) holds for all , then for .
Proof For , taking the logarithm of (5) gives . Dividing by and taking the lower limit as , the constant term vanishes and . ∎
So the strong form includes that the slab tension does not decrease in . Confinement (the area law) needs only , so the strong form is a stronger assumption than confinement. At small the tension is expected to grow as , and at large to approach the tension of Reading (physics); but if at , goes once above and then comes back (overshoots), the strong form with constant is false, while confinement can still hold. The weak form allows this kind of overshoot, as long as the sum of the fractions lost is finite.
On the numerical side, on the slab with , , , the Creutz ratio of the loop is for (errors –, 2000 measurements): it increases and saturates, and no significant overshoot is seen Reading. The Creutz ratio contains the short-distance Coulomb term, so we read only the trend in , not the values. The lattice is at a single and the range of is narrow, so this is not a reading about the band as a whole. The table of measurements is in 13-09.
The form that widens the transverse directions in one direction only (making a rectangle and enlarging only ) is expected not to be treatable in the same way as the square form, because the small direction of the two behaves like the time of finite temperature Reading (physics). The chain of this chapter uses only the square form .
Lattice artefacts and
We state (5) and (6) restricted to , where lattice artefacts can be neglected. is kept constant in physical units, and in lattice units . The goal of the band (1) is a statement about the continuum limit uniform in , so this restriction is natural.
That the restriction is needed also shows in the numbers. For , , , going changes the vortex free energy as and the bias as , a ratio of about 5 Reading. This sits at the boundary, within errors, of the that the strong form allows at . It can be read as follows: on the twisted with , the vortex enters cheaply as a thin vortex on the lattice rather than as a smooth fractional instanton, and the slab tension comes out large. The strong form cannot be tested with values from small lattices.
Reading the Lean statements — Doubling.iterate, decay
The algebra of step 3 of Theorem 1 is two theorems in the Lean 4 file Doubling.lean (namespace Doubling). We read the statements in the words of the text.
Doubling.iterate: for a real number and a real sequence , under the assumptions , for all , and for all , we have for all .
Doubling.decay: under the assumptions , , , we have for all .
The of the text is in Lean. What machine checking guarantees is only the algebra of these real inequalities. That is the sector bias, and that the recursion (9) holds — that is, (A)(B)(C) — lie outside Lean. The axioms of the two theorems are, in the record, the three standard ones (propext, Classical.choice, Quot.sound), and they have passed this book's re-check (A-04).
What remains
Theorem 1 reduced the correct form of the band to three assumptions. The three are different in character.
- (A) The small-T² base point is a statement on the weak-coupling side, and a line of showing it under ultraviolet control and uniform acceptance of insertions has been considered (Part 12, 14-02).
- (B) Frame decorrelation is replaced by the chessboard density if is fixed (13-05), and the form uniform in becomes the problem of the uniform slab gap.
- (C) The lateral-widening inequality is the only place in this reduction where non-abelian dynamics enters. It fails for U(1) and , and is expected to hold for SU(2) in the dilute regime with the margin (13-03, [Reading] physics). It does not follow from structural inputs alone, such as reflection positivity or duality (13-04).
What is open is to show (C) (or (C′)) non-perturbatively through the region between the dilute regime and the confinement regime — . The difficulty of the band has gathered into this single inequality.
The table of the five grades and the dependency graph
| Row | Statement (one line) | Grade | Basis | Scope | Machine checking |
|---|---|---|---|---|---|
| [01] | Nesting in the directions of the plane (2) | Cited | Mack–Petkova, 12-03 | fixed | — |
| [02] | (A) The small-T² base point (3) | Assumption | 12-02, 14-02 | — | |
| [03] | (B) Frame decorrelation (4) | Assumption | 13-05, A-06 | Constant | — |
| [04] | (C) The lateral-widening inequality, strong form (5) | Assumption | A-06 | , square | — |
| [05] | (C′) The lateral-widening inequality, weak form (6) | Assumption | A-06 | Dyadic sequence, | — |
| [06] | The strong form is the case , of the weak form | Proved here | §02 | — | — |
| [07] | Iteration: if , then and | Proved here | §03 step 3 | Real-number algebra | Doubling (Doubling.iterate) (assumptions: , , ), Doubling (Doubling.decay) (assumptions: and the same two) |
| [08] | Theorem 1: under (A)(B)(C), , and the area law on the slab | Proved here | Proof in §03, Proposition 2 of 13-01 | Under the three assumptions, dyadic sequence, | — (only the iteration part, [07]) |
| [09] | Theorem 2: under (B)(C′) and , | Proved here | Proof in §04 | Under the two assumptions and the condition on the size of the base point | — |
| [10] | Proposition 3: under the strong form, does not decrease in | Proved here | Proof in §05 | — | |
| [11] | grows as at small , and goes to at large | Reading (physics) | §05, 13-03 | Dilute regime, one loop / confinement regime | — |
| [12] | The Creutz ratio increases and saturates for , no significant overshoot | Reading | §05, 13-09 | SU(2), , , 2000 measurements, trend only | — |
| [13] | For the ratio of biases is about 5 | Reading | §06 | SU(2), , , at the boundary within errors | — |
| [14] | The lateral-widening inequality must be stated restricted to | Reading (physics) | §06 | Lattice artefacts on a small | — |
| [15] | (C) fails for U(1) and , with margin for dilute SU(2) | Reading (physics) | 13-03 | Dilute regime, one loop. "Within this reduction" | — |
The dependency graph (the numbers of premises are smaller than the number of the conclusion):
[01] CIT NEST nesting in the directions of the plane (2) T² fixed [02] ASM BASE small-T² base point θ(L₀;T²_L₀) ≤ 1 − ε₀ [03] ASM DEC frame decorrelation θ(sR;T²_L) ≤ C_D θ(R;T²_L)^(s²) [04] ASM WID lateral widening, strong form θ(R;T²_L′) ≤ C(L′/L)² θ(R;T²_L) [05] ASM WID′ lateral widening, weak form (finite total loss) [06] PRV S⇒W the strong form is a special case of the weak form ⟸ [04] [07] PRV ITER t_(k+1) ≤ c³t_k⁴ ⇒ ct_k ≤ (ct₀)^(4^k) Lean Doubling.iterate, decay [08] PRV THM1 Theorem 1: ln(1/θ(R_k,R_k)) ≥ γR_k² ⟸ [01][02][03][04][07] [09] PRV THM2 Theorem 2: reduction with the weak form ⟸ [03][05] [10] PRV MON Proposition 3: strong form ⇒ σ_eff does not decrease ⟸ [04] [11] RDG SHAPE shape of σ_eff (grows at small L, saturates at large L) physics [12] RDG CREU the Creutz ratio increases and saturates β = 2.5, M = 16 [13] RDG ART N_T = 2 → 4 gives a ratio of about 5 β = 2.5, M = 8 [14] RDG LMIN restriction to L ≥ L_min(a) is needed ⟸ [13] [15] RDG SEP (C) fails for U(1), Z₂; margin 5/3 for dilute SU(2) 13-03
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. The premises of the theorem nodes [08] and [09] always include the assumption rows [02]–[05]. The assumption rows do not contain the quantity of the conclusion (the area exponent of ): (A) is a statement at one small scale, (B) a statement of nesting with fixed, and (C) a statement of comparison with the container fixed. The numerical rows [12] and [13] and the estimate rows [11] and [15] are premises of no theorem.
What this chapter can say
| What is said | What is not said |
|---|---|
| Proved here Under the three of base point, frame decorrelation and the lateral-widening inequality (strong form), on the dyadic sequence of scales, and a tension on the slab independent of (Theorem 1) | Any of the three assumptions. The scales in between. Uniformity of the constants in (it depends on the constants of the assumptions) |
| Proved here With the weak form too, the same conclusion if the base point is small enough at one scale (Theorem 2) | The weak form itself. A jump from the weak form alone |
| Proved here The strong form includes monotonicity of the slab tension and is stronger than confinement (Proposition 3) | That the slab tension does not overshoot |
| Reading The Creutz ratio on the slab increases and saturates. On a small , lattice artefacts touch the boundary of the strong form | The behaviour of the slab tension across the whole band. Values on large lattices |
Lean: the real-number algebra of the iteration (Doubling (Doubling.iterate, Doubling.decay)) | That the bias satisfies the recursion (outside Lean) |
Sources and reproduction
| Item | Kind | Source / tools |
|---|---|---|
| The container identity and nesting | Cited | G. Mack, V. B. Petkova, Ann. Phys. 123 (1979) 442, 125 (1980) 117. Chapter 12-03 |
| Theorem 1, Theorem 2, Proposition 3 | Proved here | Proofs in the text, §03–§05 |
| The form of the string tension on a small (the base point and the small- side of ) | Cited | Y. Tanizaki, M. Ünsal, arXiv:2201.06166, eqs. (2.32) and (2.37). Chapter 12-02 |
| The Creutz ratio on the slab, the bias for | Reading | Monte Carlo for SU(2) (Creutz ratio), and replica exchange and Bennett's acceptance-ratio method (vortex free energy). The table in chapter 13-09 |
| Lean | Lean | Doubling (Doubling.iterate, Doubling.decay). Guarantees only the real-number algebra. A-04 |
Terms used in this chapter — nesting in the directions of the plane, the lateral-widening inequality (strong form, weak form), the small-T² base point, frame decorrelation, the doubling iteration, jump, the slab tension , overshoot, the scale of lattice artefacts . Their meanings are in A-02 Glossary and A-06 Index of assumptions.
Next chapter: 13-03 The only place where non-abelian enters — the that decides the sign of the lateral-widening inequality.
← 13-01 The correct form of the bandContents13-03 The only place where non-abelian enters →