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
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-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" 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 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 and numerically, the direction of the comparison does not change over the whole band for , and for it reverses at the position of the known phase transition. Finally, from the fact that the band is a bounded interval in , we prove an elementary lemma that reduces the renormalisation comparison inside the band to "the two-sided area law at fixed (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, ), 13-02 (reduction to a single inequality), 12-01 (the twisted 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 ( and the non-abelian).
Said first — The level is [Res]. This chapter does not show the renormalisation comparison at any 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 lattice. A note on symbols: Part 10 uses (P) for the projection assumption (10-02) and 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 .
- Splitting the band in two — β-monotonicity (Mon) and the renormalisation comparison (RG-cmp)
- β-monotonicity is not easy — rewritten with the electric flux, it stands beside the monotonicity of the string tension
- The comparison that holds at the two ends — the strong-coupling end and the one-loop end (Table 1)
- The map over β — labels interval by interval (Figure 1)
- Numerics — doubling the lattice — and (Tables 2–4)
- The band is a bounded interval — reduction to the area law at fixed β — lemma and corollary
- The four faces of the band in the middle — candidate local quantities (Table 5)
- Conditions an argument closing the band must satisfy — criterion (m)
- What cannot be said
- The table of the five grades and the dependency graph — Table 6
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 we put the Wilson action and insert the twist in the plane. We take the flux of the plane as the sector, and write the vortex free energy as
is the quantity used in 't Hooft's criterion, and the correct form of the band was " uniformly in " (13-01). The larger the vortex free energy, the smaller , which is the confining side.
We split the statement that crosses the band into the following two Assumption (both set as unproved statements).
The left-hand side of (2) can be written as an equality, as an average of the difference of actions: (the difference of the average actions in the sectors with and without a vortex) Proved here (just differentiate the partition function in ). (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 , the vortex free energy on the lattice enlarged times is bounded by times the value on the original lattice at coupling . Once 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 . (2) plays the role of an adjustment: nothing is lost if, in the course of the iteration, is chosen smaller than necessary.
Asymptotic freedom enters only through in (3). (2) is a statement of a form that contains no mechanism that distinguishes groups. For and , it follows from Ginibre's inequality when there is no twisted background, but the slab of this chapter has the twist , and in that case it does not follow from Ginibre's inequality even for 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 one loop gives , and the iteration does not head for strong coupling: it fails, correctly. That for the non-abelian 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 (§03). Doubling the lattice makes the area of the vortex sheet 4 times larger, and it balances at the that makes the rate of the area exponent 4 times larger, that is, . For , (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 Cited (Ito–Seiler reduce the remaining step to the inequality 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.
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 , by the Fourier transform on , into the partition functions with electric flux gives , . Setting ,
Proved here Proof. Differentiate , insert and bring to a common denominator; the numerator is . The expression for is with inserted. ∎
If (the positive case of in 13-04), then from (4)
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 decreases in Assumption (basis: the step connecting the electric-flux free energy with the string tension has not been written out). The monotonicity in of the string tension in lattice units has not been proved for . Even the monotonicity in 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 chain); near on any fixed lattice; near in the twisted background ( approaches a positive constant because has no flat connection carrying both and ). No counterexample has been found in any of the closed two-dimensional formulas (, ), the exhaustive enumeration of for , or the four-dimensional Monte Carlo on and Reading.
Two reasons why it gets stuck are recorded. In the Mack–Petkova representation, when the configuration carries a twist class, the conditional Ginibre inequality goes the wrong way, and 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 , the freedom in choosing absorbs the role of (Mon). So below we concentrate on (RG-cmp).
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 ( as ). Expanding the vortex free energy of the slab by the strong-coupling expansion (5-02), the leading terms are the flat sheets wrapping the plane (area , weight ). The record contains a proposition and a line of proof of the following form.
Proposition S (the strong-coupling end). There are absolute constants such that, for and all ,
holds. depends on , and but not on , and . Assumption (line: in the polymer expansion the sign of the twist is fixed by the homology class; integrating the flat parts of the sheet by gluing two-dimensional characters gives exactly ; 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 by , for all , , , Assumption (algebra on top of Proposition S).
The constants are extremely crude: , which in is about . 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 (), so the strong-coupling side alone cannot cover the band Reading (physical estimate). also confines at strong coupling and satisfies (3). The difference between the groups appears on the weak-coupling side.
| 0.5 | 0.1237 | 0.0009 | 0.499 |
| 1.0 | 0.2402 | 0.0133 | 0.987 |
| 1.5 | 0.3441 | 0.0561 | 1.444 |
| 2.0 | 0.4331 | 0.1409 | 1.859 |
The of Table 1 lie outside the range of Proposition S (). 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 carrying the measure of the sector to the sector , the Gibbs variational principle gives
Cited (the standard form of the Gibbs variational principle; is the Jacobian of ). The right-hand side is written only with averages in , so the estimate needs only one side. We consider the following construction: block the configuration of the fine lattice and map it to the coarse lattice , 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 fluctuations (Feynman gauge) in a constant background magnetic field . Per volume, apart from , the vector (4 polarisations) gives and the ghosts give . Inserting and for ,
and the in comes from the spin term Proved here (one-loop level; the expansion is a two-line computation). is the coefficient of asymptotic freedom. The table and the details of the derivation are in 12-07; here we use only the conclusion.
- In an isometric comparison (a map isometric in the fluctuations: the identity map, translation in the group, gauge transformation, Migdal–Kadanoff-type decimation), the estimate (7) is the first-order trace , and the contribution of the spin term is exactly 0. The estimate is worse than the orbital value alone, so what it can give is at best the side, that is, (per doubling): the direction against asymptotic freedom, the same direction as Proved here (one-loop level).
- In a comparison that reshapes the fluctuations (changing the shape of the fluctuations by an optimal linear map of determinant 1), the exact is reproduced with error ( is the number of degrees of freedom), giving (per doubling) Proved here (one-loop level).
Where the numbers come from: with and , the one-loop movement of the coupling per doubling is . For the orbital part alone, replacing by gives 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 , 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 .
The map over β — labels interval by interval
Figure 1 sets out, over the 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
- The strong-coupling end Assumption: Proposition S. With the constant as it is, the proof cannot be set out in the book, so it is "Assumption".
- The lower end (–): open. The candidates are a Dobrushin–Shlosman-type finite-size criterion using the influence on the inside when the centre magnetic flux on the boundary of the box is changed, and a road that shows the growth constant of the admissible sheets by computer-assisted enumeration and raises to – (the range of the prospect is a physical estimate). Neither is expected to reach above .
- The middle (–): open. One inequality that uses non-commutativity is needed, and there are four candidate local quantities to carry it (§07).
- The upper end (large at fixed ): for the direction of confinement there is a paper proof in Theorem A of paper 3, which came out of the study of this book ( at fixed ). However, it cites the general chessboard theorem and a Morse–Bott lemma, and the proof is not set out in this book, so we label it "Assumption" Assumption. The reverse estimate uniform in , and whether the rate equals the minimal action , are open. Increasing is the same problem as the middle.
- One loop Proved here: (8) of §03 and the two comparisons. This is the perturbative level.
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 –, and the record writes this band as "roughly 0.5 to 2.7 in the of the Wilson action" Reading (physical estimate). On paper the band is much wider, , because is so small.
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 curve of the coarse lattice, the 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.
| Group | Seeds | Matching | ||||
|---|---|---|---|---|---|---|
| 2.7 | (weighted mean of and ) | 2 | (2.45–2.65 including the error of the curve) | (–) | ||
| 2.6 | (consistent with 0) | 2 | ||||
| 2.5 | 1 | 2.2–2.5 | 0– | |||
| 1.5 | (48 replicas, minimum exchange acceptance rate 0.37) | 1 | (outside the curve) |
The curves on the coarse side are, for , = at , and for , at –. For , doubling lowers the vortex free energy ( at ), and the matching is smaller than . For it rises (, about 3σ), and . The direction of the comparison separated for the two groups. The first run (32 replicas) had a minimum exchange acceptance rate of 0.03 and mixed badly, and is not used.
| Group | ||||
|---|---|---|---|---|
| 1.75, 2.0 | 0.573, 1.39 | 0.01, | ( = outside the curve) | |
| 2.25 | 2.71 | 0.50 | 0.53 | |
| 2.5 | 4.29 | 2.46 | 0.30 | |
| 2.75 | 5.95 | 5.10 | 0.13 | |
| 3.0 | 7.88 | 7.33 | 0.07 | |
| 0.9 | 1.15 | 0.05 | ||
| 1.0 | 1.80 | 1.07 | ||
| 1.1 | 2.46 | 2.71 | ||
| 1.2 | 3.10 | 3.68 | ||
| 1.4 | 4.18 | 4.46 |
The errors are 0.01–0.08 on and 0.03–0.26 on . For , at every 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 is too small for the one-loop regime. For , the sign reverses between and . This is at the position of the known phase transition : in the confining phase , in the Coulomb phase .
| Seeds () | ||||
|---|---|---|---|---|
| 2.3 | — | () | 1 | |
| 2.5 | 2.46 (1 seed) | 1 | (–) | |
| 2.7 | 2 | (–) | ||
| 2.9 | 3 | (–) | ||
| 3.0 | 2 | (–) |
For the curve we also used the points (, 1 seed), () and (). For too, at every measured, with a mean of about . 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 Reading.
How to read this. The test of the sign of the step function distinguishes whether there is a phase transition. reverses at the position of the transition, and does not reverse in the range measured. This is the numerical face of criterion (m) of §08. However, the lattices are small, up to , the points are few, and there are only 1–3 seeds. "For the sign does not change over the whole band" is a reading on these lattices and points.
The band is a bounded interval — reduction to the area law at fixed β
The band is a bounded closed interval in . 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 on the band ). There are constants , , and a function such that
- (A1) for all , , , .
- (A2) With , for some : if and , then for all , .
The upper side of (A1) is the area law (with an error 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 is moved a little.
Lemma 1 (reduction of the comparison inside the band). Under Assumption (A), for , , , ,
holds. does not depend on , or .
Proved here Proof. Since and , the upper side of (A1) gives . The lower side gives . Setting , (A2) gives (using ). The ratio is
The second inequality is the maximum of the quadratic , and the third is . ∎
Corollary. The band can be crossed in at most steps, and the loss over them is to the power of the number of steps, a constant independent of and Proved here. The same proof goes through if is lowered further, as long as it satisfies .
Calibration. Proposition S at the strong-coupling end ((6)) gives (A1) with and . Then (9) holds with , which agrees with 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 (two-sided asymptotics with an error of the order of the perimeter)" at each 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 is sufficiently larger than the correlation length .
What Lemma 1 does not say. Assumption (A) is unproved at every of the band. The upper side is itself the unsolved problem of confinement at intermediate coupling on the four-dimensional lattice. As far as we searched, there is no proof of confinement on the four-dimensional lattice at . 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 (), 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 (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, 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 () 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 (), 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 – (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.
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 . 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).
| Face | Local quantity | Expectation for | Where it fails for |
|---|---|---|---|
| Softness in the twist direction: the variance of the force along the generator of the twist (in a strip of width ) | Decreases with (the soft direction of Nielsen–Olesen; a non-perturbative version of the one-loop spin term) | No spin term, | |
| The total variation distance on the inner cube when the centre magnetic flux on the boundary of the box is changed | Goes to 0 exponentially in | Remains in the Coulomb phase | |
| The twist free energy of an column with its outer frame held fixed | Of the type | Of the type ( for ) | |
| Pressure margin | The pressure difference between the system with and without the twist pattern (the exponent of the chessboard density ) | A positive margin remains and gives the area law at fixed | Does not produce a small |
A numerical example. Measuring the column face by the twist bias on with the outer frame held fixed, () gives at , and the Coulomb phase of () gives ( at ); for , is 1/5 to 1/7 of Reading. However, the values are close to the statistical floor, and at this size cannot be told apart from a power.
For each of the four faces, the comparison across scales (for example ) 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".
Conditions an argument closing the band must satisfy — criterion (m)
Criterion (m). has, inside this band (), a phase transition to a non-confining phase. An argument that closes the band must show that has no phase transition, distinguishing it from . This is of the same weight as the unsolved problem that "four-dimensional 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 of the comparison does not change over the whole band for . Purely structural arguments (reflection positivity, duality, the transfer matrix) hold in the same form for and , 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).
- (at any speed). In the Coulomb phase of , tends to the classical half-flux value (with the renormalised ), and in the non-confining phase of 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 (), is flat at , and for () it is Reading.
- (nearly the area law). Through the Tomboulis–Yaffe inequality Cited, the Wilson loop decreases faster than the perimeter law (of the type ).
- The band itself: (13-01).
What cannot be said
(a) We show neither (RG-cmp) nor (Mon) at any of the band.
(b) The strong-coupling end is a line, part of whose bookkeeping is sketched, in the range . 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 , with few 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.
The table of the five grades and the dependency graph
| Row | Statement (one line) | Grade | Basis | Scope |
|---|---|---|---|---|
| [01] | Proved here | §01 | With the lattice geometry held fixed | |
| [02] | The Gibbs variational principle (7) | Cited | §03 | Measurable bijection |
| [03] | (4)(5): (Mon) ⇔ ⇔ increases in | Proved here | §02 | |
| [04] | (Mon) has the same weight as the -monotonicity of the string tension in lattice units | Assumption | §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, , 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 end | Assumption | Line: the bookkeeping of step 5 of the proof is sketched | , |
| [07] | The comparison at the strong-coupling end , | Assumption | Algebra on top of [06] | As above |
| [08] | The expansion (8) of the heat-kernel trace: | Proved here | §03 | One loop, constant background |
| [09] | The isometric comparison gives (against asymptotic freedom) | Proved here | §03, 12-07 | One-loop level, per doubling |
| [10] | The comparison that reshapes the fluctuations gives | Proved here | §03, 12-07 | One-loop level, per doubling |
| [11] | Theorem A of paper 3 (the direction of confinement at fixed and large ) | Assumption | A paper proof in the paper (with citations). Not set out in the book | Fixed |
| [12] | Table 2: for , gives , gives | Reading | §05 | Lattices, and seeds as in the table |
| [13] | Tables 3 and 4: for the sign does not change; for it reverses at – | Reading | §05 | Up to , 1–3 seeds |
| [14] | Lemma 1: the comparison (9) inside the band under Assumption (A) | Proved here | §06 | Assumptions (A1)(A2), , |
| [15] | Corollary: the band can be crossed in finitely many steps, with a loss independent of | Proved here | §06 | As above |
| [16] | Calibration: in the form of Proposition S | Proved here | §06 | Agreement of form ([06] is an assumption) |
| [17] | The difficulty gathers at the upper end of the band and at the seam with ultraviolet control | Reading | §06 (physical estimate) | — |
| [18] | The four faces of the band in the middle and their expectations | Reading | §07 (physical estimate) | — |
| [19] | Criterion (m): the transition of inside the band, and the condition on an argument closing the band | Reading | §08 (the position of the transition is a known numerical value; physical estimate) | — |
| [20] | excludes the known non-confining phases | Assumption | §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 of the band, none for confinement, and none for the mass gap.
What this chapter can say
| What is said | What 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 (), and the comparison that reshapes the fluctuations gives | (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 (Assumptions (A1)(A2)) | A proof of Assumption (A) at any . Having made the band easier |
| Assumption The comparison at the strong-coupling end (, part of the bookkeeping sketched). The upper end at fixed (Theorem A of paper 3) | A proof set out in the book. Raising to a practical range |
| Reading That on lattices up to the direction of the comparison does not change for and reverses at the position of the transition for | Evidence that there is no phase transition. The same reading on large lattices |
Sources and reproduction
| Item | Kind | Source / tools |
|---|---|---|
| The split into (Mon) and (RG-cmp), (4)(5), the partial results, the expansion of the heat-kernel trace and the two comparisons | The study of this book | The 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 corollary | The 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 1 | Reading | Numerical values of the ratio of modified Bessel functions , and numerical roots of . The numbers were checked in this chapter |
| Tables 2–4, the column bias | Reading | The 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 control, the addition of and the merging of seeds, the twist cost of the column). Replica exchange and BAR |
| Lemma 1, corollary, calibration | Proved here | The 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 goals | The study of this book | The 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 criticism | Cited | E. 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 inequality | Cited | E. 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 →