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
- 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
- Part 10 Towards a proof of the mass gap — building the first step of the staircase
- 10-00 Entrance — the staircase, and the random walk, the ruler and the clock
- 10-01 The line of construction and Assumption H
- 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 Further considerations — beyond Assumption H, and other views
- 11-00 Further considerations — entrance
- 11-01 One form that obstructs H — 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 H — the sector H and the local H
- 11-04 Which H 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
- 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
The Osterwalder–Schrader axioms and reconstruction — reflection positivity turns probability back into quantum mechanics
What this chapter shows — The conditions (E0) to (E4) imposed on Schwinger functions, and the procedure that builds from them a Hilbert space, and a vacuum. That the key, reflection positivity, is for one-dimensional Gaussian processes the same as "the correlation is a positive superposition of decaying exponentials". Regularisations that break reflection positivity, and the lattice, which keeps it.
Prerequisite chapters — 4-02 The path integral and Euclideanisation, 4-09 The axioms of quantum field theory. Tools from 1-08, 1-10, 1-11, 2-06 and 2-07. .
Said first — This is an introduction to known theorems, and the proofs are given only in one-dimensional outline. For four-dimensional Yang–Mills neither a measure satisfying the axioms nor a Hilbert space has been constructed, and this chapter shows nothing about it. Section 06 is a calculation in a one-particle model.
- Making the way back a theorem
- Schwinger functions
- Five conditions (Table 1)
- Reflection positivity (Figure 1, Table 2)
- Reconstruction
- Running reconstruction on the smallest model (Figure 2, Table 3)
- Detour: noisy data
- The free field
- Regularisations that break reflection positivity, and the lattice that keeps it
- What gauge theories add
Making the way back a theorem — from imaginary time to Hilbert space
What can be made on the Euclidean side is a probability measure and its moments (4-02, One sign is different). What the problem statement asks for is a Hilbert space , and a vacuum (4-09), and §4 writes 'Existence includes establishing axiomatic properties at least as strong as those cited in [45, 35].' [35] is the two papers of Osterwalder–Schrader (OS) Known.
The way there (from spacetime to imaginary time) is analytic continuation. On the way back, Schwinger said in the discussion at the 1958 CERN conference 'The question of to what extent you can go backwards, remains unanswered' (according to Jaffe 2018). Nelson built the way back under the Markov property (the property that, given the present, past and future are independent), and OS replaced it by reflection positivity (problem statement §3) Known.
Example. For one particle, is the way there (formula (8) of 2-06). Section 06 is the reverse.
Schwinger functions — energy is written into the correlations
We write points as and call the Euclidean time. The -point Schwinger function is a moment of ; precisely, the object is smoothed with test functions (1-11). It is related to the Wightman function formally by the substitution , (Summers §3) Known.
Example: the free field of mass is the Gaussian measure with covariance ( is the Laplacian , not the of the mass gap) (problem statement §6.2). Integrating over alone (formula (11) of 2-04) gives
where is the energy of a particle of momentum . The energy is written into the rate at which the correlation decreases: this is the seed of reconstruction. For the right-hand side is itself , which becomes the example of section 04. The higher are sums of products of over pairings (1-08).
Five conditions — (E0) to (E4) and linear growth
Let be time reversal.
KnownTable 1 The OS conditions (scalar field; the numbering is said to be that of OS 1975)
| Condition | Content | On the spacetime side |
|---|---|---|
| (E0) Regularity | Tempered away from coinciding points | Operator-valued distributions |
| (E1) Covariance | Invariant under rotations and translations | Poincaré covariance |
| (E2) Reflection positivity | For supported at positive times, | Positive inner product, |
| (E3) Symmetry | Invariant under permutations of the points | Separated fields commute |
| (E4) Clustering | when moved apart in a spatial direction | A unique vacuum |
| (E0′) Linear growth | , (the order of smoothness used in the estimate is proportional to : the origin of the name "linear growth") | Continuation to |
Notation of the table. The support of a function is (the closure of) the set of points where , and "supported at positive times" means for . is the function with separated variables multiplied, , and is with the time of each variable reversed. is the supremum of the derivatives of up to order multiplied by polynomial weights, measuring the smoothness and decay of rapidly decreasing functions (1-11).
That (E0) excludes coinciding points agrees with the fact that of the free field diverges at (for ). The proof in the 1973 paper had an error concerning the continuity of tensor products of distributions (Jaffe 2018), and the second paper of 1975 is said to have given a correct proof with the linear growth condition (E0′) added as an assumption (according to secondary sources; OS 1975 bibliographic data only). It has been shown that the made from a Wightman theory satisfy (E0) to (E4), but they do not necessarily satisfy (E0′). So it is not known whether the OS axioms including (E0′) are equivalent to the Wightman axioms themselves (Summers §3, footnote 15). What OS 1975 showed is equivalence with a modified form of Wightman theory (Jaffe 2018; the modification is said to add a growth condition) Known. Example. The free field satisfies all of them, and (E0′) follows from being a sum over pairings. The number of pairings goes into , and each factor is bounded by a seminorm of fixed order.
Reflection positivity — measuring lengths with the mirror of time
Let be a quantity determined by the fields at positive times only (for example , ), and the same with time reversed. (E2) has the following form.
Speaking in metaphor, it is a condition that measures the length of a future quantity by its overlap with its mirror image. Precisely, it is the condition that the quadratic form of correlations between past and future is not negative, and unlike it is not trivial. For a one-dimensional stationary Gaussian process (covariance ), taking ,
The right-hand side is the diagonal and determinant of the matrix of two points, and requires the convexity of . A sufficient condition: if (), the left-hand side becomes .
Example: is not reflection positive
is a legitimate covariance (its Fourier transform is positive; Bochner's theorem: a continuous function is positive definite, that is, for any and complex , if and only if its Fourier transform is a positive measure), but is concave, and at , , from , , the determinant is Computed. (Why it cannot be written in this form: for positive , , so it cannot decrease faster than an exponential. That this is the cause of the violation becomes clear once necessity is shown in section 05.)
ComputedThe numbers in this figure were computed on this machine (the matrix of (5) computed on the spot).
ComputedTable 2 "Matrix" is the smallest eigenvalue of (, ), and "two points" the minimum of the determinant of (5) for .
| Fourier transform (positive) | Matrix | Two points | |
|---|---|---|---|
| ≈ 0 | ≈ 0 | ||
| ≈ 0 | ≈ 0 | ||
| −0.462 | −0.238 | ||
| −0.366 | −0.239 | ||
| −2.13 | −0.376 | ||
| −0.054 | −0.011 |
All six are legitimate as covariances, and the bottom four violate reflection positivity (). The damped oscillation is the form of a propagator with complex poles , and the Gribov–Zwanziger form of 7-02 also has complex poles. By (5), a field whose correlation in the time direction becomes negative cannot be read as a field of a reflection-positive theory. In lattice calculations in the Landau gauge, the correlation of gluons in the time direction has been observed to become negative, and physics reads this as a sign that gluons are not observed particles Physics.
Reconstruction — inner product, contraction, Hamiltonian
Given (4), the rest proceeds by linear algebra Known. (1) Inner product. On the space of all bounded functions of the fields at positive times, put . By (4), , but is possible even with (positive semidefinite). Even so, Cauchy–Schwarz holds (from the discriminant of the quadratic in ). From this the set of elements of length 0 is a subspace, and we complete , which identifies elements that differ only by something of length 0, to get (for completion, 1-10). (2) Shifting. The shift by in the time direction takes quantities at positive times to quantities at positive times, and from the translation invariance of and ,
(3) Contraction. Repeating (6) and Cauchy–Schwarz times gives
and since , as we get . Length 0 goes to length 0, and defines on . (4) Hamiltonian. is symmetric with and , so if it is continuous, the spectral theorem (1-10) gives
Necessity in one dimension, and real time
In one dimension (, and is the spectral measure; is not bounded, but for Gaussians may be extended to square-integrable functions), so the sufficient condition of section 04 is also necessary. Therefore a that decreases faster than an exponential, like , cannot be reflection positive. The form is called the Laplace transform of , and on this side it corresponds to the characterisation of Widder 1934. The connection with reflection positivity is said to have been pointed out by Klein–Landau (Jaffe 2018). Since , makes sense for , and at it is time evolution . Boosts are obtained in the OS reconstruction from the analytic continuation of the Wightman functions. Fröhlich–Osterwalder–Seiler 1983 and Klein–Landau abstracted this into the form of extending the rotation angle to imaginary values (0-04 §02) (Jaffe 2018 §3.3.1). (E0′) is used at the stage of obtaining Known. Example. If and , then , and on this vector acts as multiplication by .
Running reconstruction on the smallest model — reading levels from correlations alone
With of Table 4 of 2-07 we make (diagonalising in a basis of 240 functions), then forget and carry out section 05 with alone. With and (),
from the generalised eigenvalue problem (the same as the eigenvalues of if is positive definite) we read . Since these are eigenvalues of restricted to the subspace spanned by , by the variational principle (1-10) they are upper bounds on the true levels Known. That is positive definite (reflection positivity) is presupposed. is odd, so what can be read are , , …, and the weights fall sharply, from 0.287 at to at Computed.
ComputedThe numbers in this figure were computed on this machine (results of the same calculation as Table 3).
ComputedTable 3 Levels read from the table of correlations alone (no noise), and the smallest eigenvalue of .
| n | E₁−E₀ | E₃−E₀ | E₅−E₀ | E₇−E₀ | min G |
|---|---|---|---|---|---|
| 1 | 1.72807 | 1.9e-1 | |||
| 2 | 1.72566 | 6.67039 | 2.4e-5 | ||
| 3 | 1.72566 | 6.66774 | 12.71344 | 3.6e-10 | |
| 4 | 1.72566 | 6.66774 | 12.71165 | 23.80937 | 2.5e-16 |
| True | 1.725658 | 6.667744 | 12.711350 | 19.552863 |
At three levels come out to 4 or 5 digits, all above the true values. At the smallest eigenvalue of reaches the size of double-precision rounding, and beyond that nothing can be distinguished.
Detour: noisy data — the way back is unstable
A subsection you may skip.
Correlations from Monte Carlo (5-07) have errors. We multiplied by normally distributed random errors of relative size (with a fixed seed) and ran the same procedure Computed. At with , the third level is 12.70331, below the true 12.71135, and the upper-bound property is lost. At the smallest eigenvalue of becomes negative, , and the data violate (4) (the matrix form on the left of (5)) ( is 6.66936). At with , a spurious level of 1.52597, below the true gap, appears (Figure 2). Because the Laplace transform is being traced backwards, tiny errors move the upper levels a lot. The reconstruction theorem is a claim about without errors, and reading levels from finite-precision data is a different, ill-conditioned problem. Glueball measurements (5-08) also use matrices of the form (9).
The free field — Fock space comes out
For Gaussian measures the reconstruction can be written out completely. With the one-dimensional (an oscillator of angular frequency ), using Wick products, the powers of adjusted by the variance (, , and in general with the Hermite polynomials ),
and the decay rate is the level. For this process (the stationary Gaussian process with covariance is called the Ornstein–Uhlenbeck process), is an eigenvector with eigenvalue , and Known. The levels of 2-06 (2-06) come out from the correlations alone. Example. At , it is , and the rate 2 is a two-particle state.
In dimensions, by (3) positive exponentials line up momentum by momentum, so (E2) holds (problem statement §6.2); reconstruction yields Fock space, and the spectrum is (2-06 §08). KnownThe action of Yang–Mills has no mass term (3-02), and the gap must be an output of the interaction (4-11).
Regularisations that break reflection positivity, and the lattice that keeps it
Regularisations that suppress the ultraviolet (4-04) can break reflection positivity. Example: the Pauli–Villars type. Subtracting the propagator of a heavy mass makes it decrease fast, as , at large .
It is legitimate as a covariance, but in the time direction the exponential weight is negative at . At , , , so is concave everywhere, and the test of (5) is violated at any two distinct points (the last row of Table 2) Computed. A negative weight corresponds to states with negative inner product (ghosts; a different meaning from the "ghost" of 4-08 §03, which refers to the Faddeev–Popov anticommuting fields) Known. §6.5 of the problem statement writes that there are few ways of recovering reflection positivity lost through regularisation, and gives dimensional regularisation and Pauli–Villars regularisation as examples (quoted in 0-03 §03).
The lattice is the opposite. The Wilson action keeps reflection positivity (Osterwalder–Seiler 1978, problem statement §6.5), and the transfer matrix and the Hamiltonian stand up (for an example, 0-04 §06; for gauge theories, 5-03). In exchange, rotations are cut down to steps of 90°. Reflection positivity is an inequality, so it passes to the limit (6-01 §07) Known.
What gauge theories add — quantities on curves, gauge fixing, volume
Observables. What has meaning are gauge-invariant quantities, and the local ones are composite quantities such as (problem statement §4). On Wilson loops (3-02), Chatterjee, citing Seiler, writes 'the key observables in these theories do not take values at points, but at curves'. Gauge fixing. Correlations of fixed fields are in general not reflection positive, and covariant gauges use spaces with indefinite inner products (4-08). Magnen–Rivasseau–Sénéor 1993 say that covariant gauges such as the Feynman gauge 'cannot be used directly at the beginning because of their lack of positivity', use a regularised axial gauge, and go no further than expecting that OS positivity 'could be shown to hold with some additional work'. Volume. Even on , if a reflection-positive measure can be made, a finite-volume Hilbert space and transfer matrix are obtained (this is so for the periodic box of the lattice; the construction itself on the continuum is unfinished; problem statement §6), but a Poincaré-covariant theory on needs (0-04 §09) Known.
Example. From Driver's 1989 measure in two dimensions, the Euclidean invariance of gauge-invariant expectation values follows, but the full set of axioms is not claimed (6-02). §6.4 of the problem statement calls the two-dimensional abelian Higgs model (Brydges–Fröhlich–Seiler) 'the only complete example of an interacting gauge theory satisfying the axioms' (an assessment from 2000), and §6.5 continues 'Establishing a quantum mechanical Hilbert space is part of the solution to this Millennium problem.' Known.
What this chapter can say
| Content | Status |
|---|---|
| Sections 01 to 03, 07 to 09 | Known (the text of the OS papers not obtained) |
| The argument of sections 04 and 05 | Proof written in one-dimensional outline Known. Real time, boosts and only stated |
| The reading on gluons at the end of section 04 | Physics (lattice numbers and their interpretation; not a theorem) |
| Tables 2 and 3, Figures 1 and 2, the test of (11), the detour | Computed in double precision |
| Axioms, Hilbert space and gap for four-dimensional Yang–Mills | Not constructed. This chapter shows nothing about them |
Sources and reproduction
| Item | Kind | Source / tools |
|---|---|---|
| Tables 2 and 3, the figures, the numbers in the text | Computed | python3, NumPy, SciPy (eigenvalues, diagonalisation, the generalised eigenvalue problem, random seed 1) |
| Quotations from the problem statement | Known | A. Jaffe, E. Witten, Quantum Yang–Mills Theory (Clay Mathematics Institute, 2000) §3, §4, §6.2, §6.4, §6.5. Checked in the text |
| (E0) to (E4), (E0′) | Known | K. Osterwalder, R. Schrader, Comm. Math. Phys. 31 (1973) 83–112; 42 (1975) 281–305. Bibliographic data only. The numbering and the form of (E0′) follow Summers §3 and a secondary source (Wikipedia "Osterwalder–Schrader theorem") |
| Schwinger's remark | Known | Discussion at the 1958 CERN conference (proceedings p.140, a reply to a question by Pauli). Via Jaffe 2018; the proceedings not read |
| History, , the role of (E0′) | Known | A. Jaffe, arXiv:1802.07880; S. J. Summers, arXiv:1203.3991 (§3, footnote 15). Text checked |
| Nelson, boosts, the Laplace transform | Known | E. Nelson, J. Funct. Anal. 12 (1973) 97–112, 211–227; J. Fröhlich, K. Osterwalder, E. Seiler, Ann. of Math. 118 (1983) 461–489; A. Klein, L. Landau, J. Funct. Anal. 44 (1981) 121–137; D. V. Widder, Bull. Amer. Math. Soc. 40 (1934) 321–326. Bibliographic data only |
| The argument of section 05, the Wilson action | Known | J. Glimm, A. Jaffe, Quantum Physics, 2nd ed. (Springer, 1987), bibliographic data only (the relevant chapter not checked); K. Osterwalder, E. Seiler, Ann. Phys. 110 (1978) 440–471. Bibliographic data only |
| The gluon correlations at the end of section 04 | Physics | A. Cucchieri, T. Mendes, A. R. Taurines, Phys. Rev. D 71 (2005) 051902; P. O. Bowman et al., Phys. Rev. D 76 (2007) 094505 (lattice QCD with quarks). Bibliographic data only (volume and page checked with Crossref) |
| Section 09 | Known | S. Chatterjee, arXiv:1803.01950 §1; J. Magnen, V. Rivasseau, R. Sénéor, Comm. Math. Phys. 155 (1993) 325–383 (§I); B. K. Driver, Comm. Math. Phys. 123 (1989) 575–616 (introduction). The MRS quotations are from §I. Bochner's theorem is defined in the text |
Next chapter to read: 4-11 The definition of the mass gap. For reflection positivity on the lattice, 5-03.
← 4-09 The axioms of quantum field theoryContents4-11 The definition of the mass gap →