computo ergo sum

2026-10-01 · chapter Yang–Mills and the mass gapPart 6 Constructive field theorysix stages

The whole book Contents and reading orders
  1. Part 0 Entrance — how to read this book
  2. 0-01 How to read this book
  3. 0-02 One picture
  4. 0-03 Reading the problem statement word by word
  5. 0-04 Four dimensions in mathematics and four dimensions in physics
  6. Part 1 Mathematical preparation
  7. 1-01 Vector spaces and linear maps
  8. 1-02 What a group is
  9. 1-03 Lie groups and Lie algebras
  10. 1-04 SU(2) and SU(3)
  11. 1-05 Manifolds and tangent spaces
  12. 1-06 Differential forms and the exterior derivative
  13. 1-07 Vector bundles and connections
  14. 1-08 Probability and measure
  15. 1-09 Probability in infinite dimensions
  16. 1-10 Hilbert spaces and self-adjoint operators
  17. 1-11 Fourier analysis and distributions
  18. 1-12 Detour: what happens only in four dimensions
  19. Part 2 Physical preparation
  20. 2-01 Lagrangians and the action
  21. 2-02 The idea of a field
  22. 2-03 Electromagnetism is a gauge theory
  23. 2-04 Special relativity and spacetime
  24. 2-05 The bones of quantum mechanics
  25. 2-06 The harmonic oscillator and creation and annihilation
  26. 2-07 The idea of the path integral
  27. 2-08 Statistical mechanics and phase transitions
  28. 2-09 Detour: the gap and the correlation length in the Ising model
  29. 2-10 The relaxation time and the dynamical exponent z
  30. Part 3 Yang–Mills theory (classical)
  31. 3-01 The gauge principle
  32. 3-02 Non-abelian gauge fields
  33. 3-03 The action and the equations
  34. 3-04 Gauge theory as geometry
  35. 3-05 Instantons and topology
  36. 3-06 Detour: Donaldson and exotic R⁴
  37. 3-07 Yang–Mills inside the Standard Model
  38. Part 4 Quantisation
  39. 4-01 Canonical quantisation and the Hamiltonian
  40. 4-02 The path integral and Euclideanisation
  41. 4-03 Perturbation theory and Feynman diagrams
  42. 4-04 Divergences and renormalisation
  43. 4-05 The algebra of divergences
  44. 4-06 Asymptotic freedom
  45. 4-07 Dimensional transmutation and Λ
  46. 4-08 Gauge fixing and Faddeev–Popov
  47. 4-09 The axioms of quantum field theory
  48. 4-10 The Osterwalder–Schrader axioms and reconstruction
  49. 4-11 The definition of the mass gap
  50. 4-12 Detour: the perturbation series diverges
  51. Part 5 Lattice gauge theory
  52. 5-01 Wilson's lattice
  53. 5-02 The strong-coupling expansion
  54. 5-03 Reflection positivity and the transfer matrix
  55. 5-04 The infinite-volume limit and the cluster expansion
  56. 5-05 Weak coupling and the continuum limit
  57. 5-06 How U(1) differs from the non-abelian case
  58. 5-07 The Monte Carlo method
  59. 5-08 Measuring glueballs and the string tension
  60. 5-09 What to hold fixed when taking the limit
  61. 5-10 Lattice gauge theory with finite groups
  62. 5-11 Detour: Bakry–Émery and one-link integration
  63. Part 6 Constructive field theory
  64. 6-01 What constructive field theory is
  65. 6-02 Solvability in two dimensions and the Yang–Mills measure
  66. 6-03 Constructing scalar fields
  67. 6-04 The cluster expansion
  68. 6-05 The sequence of renormalisation group steps
  69. 6-06 Ultraviolet stability of three-dimensional Yang–Mills
  70. 6-07 Four dimensions
  71. 6-08 Triviality of φ⁴ in four dimensions
  72. 6-09 Stochastic quantisation and regularity structures
  73. 6-10 Where four dimensions stops
  74. 6-11 Obstacles other than divergence
  75. 6-12 Detour: "if 1/0 is given a symbol"
  76. Part 7 From the side of physics
  77. 7-01 How physics sees it
  78. 7-02 Mechanisms of confinement
  79. 7-03 The string picture
  80. 7-04 Large N
  81. 7-05 String theory and extra dimensions
  82. 7-06 How extra dimensions become invisible
  83. 7-07 Where gauge fields come from
  84. 7-08 Holography
  85. 7-09 The mass gap becomes geometry
  86. 7-10 Back to four dimensions
  87. 7-11 Supersymmetry and Seiberg–Witten
  88. 7-12 The sentence that plays the role of an equivalence principle
  89. 7-13 Where the way physics digs parts from mathematics
  90. Part 8 A dictionary of two languages — the physical and the mathematical view
  91. 8-01 How to read the dictionary
  92. 8-02 Dictionary A
  93. 8-03 Dictionary B
  94. 8-04 Dictionary C
  95. 8-05 The physical counterparts of our assumptions
  96. Part 9 Where things stand, and open tasks
  97. 9-01 How far the world has come
  98. 9-02 Where the two ways of digging part
  99. 9-03 Candidates for new concepts
  100. 9-04 The list of open tasks
  101. 9-05 Common misconceptions
  102. Part 10 Towards a proof of the mass gap — building the first step of the staircase
  103. 10-00 Entrance — the staircase, and the random walk, the ruler and the clock
  104. 10-01 The line of construction and Assumption H
  105. 10-02 Roads tried on the four-dimensional lattice, and walls
  106. 10-03 The four steps of the staircase — why we start from 0+1 dimensions
  107. 10-04 The path measure of the double well, and kinks
  108. 10-05 The statement of the first step — four conditions and Proposition 4.5
  109. 10-06 (H1) Local Poincaré within a phase
  110. 10-07 The map of (H2) — seven routes and the seam of the ring
  111. 10-08 What computer-assisted means — the conditions on the chain inside the window
  112. 10-09 The sector framework and the three strands of route 5
  113. 10-10 The list of detour plans — types of breakage
  114. 10-11 (H3)(H4) and the constant of the core
  115. 10-12 The integrated table and the dependency graph
  116. 10-13 Lean statements and the limits of machine checking
  117. 10-14 Reconciliation — the numbers of the record and the known numbers
  118. 10-15 What remains and its cost — the distance to a theorem
  119. 10-16 What is not claimed
  120. 10-17 Insights and small questions
  121. Part 11 Further considerations — beyond Assumption H, and other views
  122. 11-00 Further considerations — entrance
  123. 11-01 One form that obstructs H — a nearly conserved global quantity
  124. 11-02 Choosing the ruler and the coordinates again — the length at which conservation breaks
  125. 11-03 Two ways to repair H — the sector H and the local H
  126. 11-04 Which H the one-sided bridge needs
  127. 11-05 Making time continuous — the Hamiltonian lattice and the vacuum measure
  128. 11-06 Paying with rarity instead of convexity — renormalisation on groups and log-Sobolev
  129. 11-07 Because it is four dimensions — the dimensionless coupling and topology
  130. 11-08 Questions, and what is not claimed
  131. 11-A1 Table of notation for Part 11
  132. Appendices
  133. A-01 Table of notation
  134. A-02 Glossary
  135. A-03 Guide to the literature
  136. A-04 Lean and machine checking
  137. A-05 How this book was made
  138. A-06 Index of assumptions

What constructive field theory is — splitting the "making" of quantum field theory into six stages

What this chapter shows — The idea that to "make" a quantum field theory is to exhibit a non-Gaussian probability measure satisfying the axioms as the limit of a sequence of approximations. The six stages along that road and the difficulty of each. Which stages each chapter of Part 6 deals with.

Prerequisite chapters — 4-10 The Osterwalder–Schrader axioms and reconstruction. See also 4-02, 4-11 and 5-01.

Said first — The six stages are an arrangement this book makes following the account of the problem statement (Jaffe–Witten), not standard terminology in the field. This chapter explains a known framework and shows nothing about four-dimensional Yang–Mills.

Order of this chapter
  1. What is it that one makes — a non-Gaussian measure
  2. Where the formal expression is broken — three places (a table of calculations)
  3. The six stages — a map and how far each theory has got (moving figure)
  4. Stages 1 and 2: regularisation and finite volume — what is kept, what is broken
  5. Stage 3: the ultraviolet limit — renormalisation and uniform estimates
  6. Stage 4: the infinite-volume limit — clustering
  7. Stage 5: the axioms — reflection positivity
  8. Stage 6: the mass gap — "uniformly" is the heart of it
  9. Detour: taking a one-dimensional chain through all six stages — moving figure
  10. How to read Part 6 — stages and chapters

01

What is it that one makes

Physics textbooks compute assuming the theory exists. The mathematical question comes before that: whether there is an object satisfying the axioms (4-09, 4-10). The problem statement writes that not a single non-trivial relativistic field theory satisfying the axioms is known in four dimensions (JW §6, 2000).

The problem statement divides the ways of showing existence into two (JW §6.1). (i) Find an exact solution in closed form. (ii) Solve a sequence of approximate problems and show that the solutions converge to a limit. Constructive field theory (constructive quantum field theory) refers to (ii), and at its centre are inequalities independent of the approximation: uniform a priori estimates. Known

In the Euclidean form (4-02), the object to be made is a probability measure μ\mu on the space of distributions S′(Rd)\mathcal S'(\mathbb R^d). If its moments

Sn(f1,…,fn)=∫ϕ(f1)⋯ϕ(fn) dμ(ϕ)(1)S_n(f_1,\dots,f_n)=\int\phi(f_1)\cdots\phi(f_n)\,\mathrm d\mu(\phi) \tag{1}

satisfy the OS axioms, the reconstruction theorem gives a Hilbert space and a Hamiltonian (ϕ(f)\phi(f) is the field smeared with a test function ff). In physics the same measure is written

dμ(ϕ)=1Z e−S(ϕ) Dϕ(2)\mathrm d\mu(\phi)=\frac{1}{Z}\,e^{-S(\phi)}\,\mathcal D\phi \tag{2}

This is the target form, but none of the symbols on the right is a mathematical object as it stands.

Example: the free field of mass mm is the Gaussian measure with mean 0 and covariance C=(−Δ+m2)−1C=(-\Delta+m^2)^{-1} (Δ\Delta is the Laplacian, different from the Δ\Delta of the mass gap). It satisfies the OS axioms, but has no interaction and is trivial (JW §6.2). The work is to make a non-Gaussian measure. According to the problem statement, the first constructions of the form satisfying the axioms (as non-Gaussian measures) came in the 1970s, for fields in two dimensions with small polynomial interactions (JW §6.2).

A figure lining up, in eleven rows, what switches with the dimension is 1-12 §10 Figure 4 (opens at d = 4; the bottom row is the YM row of Table 2).

02

Where the formal expression is broken

Expression (2) is broken in three places. (i) Dϕ\mathcal D\phi: on an infinite-dimensional space, the only measure that is unchanged by translation and gives every ball a finite weight is 0 (1-09 §02). (ii) Values at points: in two or more dimensions samples of the free field are distributions, and ϕ(x)4\phi(x)^4 has no meaning (1-11). (iii) Volume: on the whole of Rd\mathbb R^d the action is infinite. The action of a scalar field is

S(ϕ)=∫Rd(12∣∇ϕ∣2+12m2ϕ2+λ ϕ4) dx(3)S(\phi)=\int_{\mathbb R^d}\Big(\tfrac12|\nabla\phi|^2+\tfrac12 m^2\phi^2+\lambda\,\phi^4\Big)\,\mathrm dx \tag{3}

and for Yang–Mills the field is a connection AA and the action is the integral of the square of the curvature FF (3-03).

(ii) can be seen in numbers. The variance at a point of the free field on the lattice aZda\mathbb Z^d is

Ga(0)=⟨ϕ(x)2⟩a=∫[−π/a, π/a]dddk(2π)d 1m2+4a2∑jsin⁡2kja2(4)G_a(0)=\langle\phi(x)^2\rangle_a=\int_{[-\pi/a,\,\pi/a]^d}\frac{\mathrm d^dk}{(2\pi)^d}\,\frac{1}{m^2+\frac{4}{a^2}\sum_{j}\sin^2\frac{k_j a}{2}} \tag{4}

where the denominator is the lattice version of m2+∣k∣2m^2+|k|^2, and the momenta are cut off at ∣kj∣≤π/a|k_j|\le\pi/a.

ComputedTable 1 Ga(0)G_a(0) (m=1m=1). Numerical integration of the heat-kernel representation Ga(0)=a2−d∫0∞e−m2a2s [e−2sI0(2s)]d dsG_a(0)=a^{2-d}\int_0^\infty e^{-m^2a^2 s}\,[e^{-2s}I_0(2s)]^d\,\mathrm ds (I0I_0 is a modified Bessel function). For d=1d=1 it agrees to 5 digits with the closed form 1/(mm2a2+4)1/(m\sqrt{m^2a^2+4}).

aad=1d=1d=2d=2d=3d=3d=4d=4
10.447210.254050.17050.127
1/40.496140.493200.92892.431
1/160.499760.716753.963439.598
1/640.499980.9376816.0950634.524
a→0a\to0→0.5\to0.512πlog⁡1a+0.2758\frac{1}{2\pi}\log\frac1a+0.27580.2527/a0.2527/a0.1549/a20.1549/a^2

In two or more dimensions the variance goes to infinity, and values at points are not random variables. ϕ4\phi^4 has to be redefined with a subtraction depending on aa, and this is the entrance to the renormalisation of stage 3.

03

The six stages

Replace the broken places with finite things (regularisation and finite volume), and remove them at the end (the two limits). Once the limits are taken, check the axioms and the spectral gap. The problem statement too writes, for the lattice, that one should establish the limits of expectation values as the lattice spacing goes to 0 and the volume to infinity (JW §6.5).

StageWhat it doesWhat it needs
1 RegularisationReplace the field by finitely many degrees of freedomLattice spacing aa
2 Finite volumeMake the measure on a box of side LLMeasure μa,L\mu_{a,L}
3 Ultraviolet limita→0a\to0Renormalisation, uniform estimates
4 Infinite volumeL→∞L\to\inftyClustering
5 AxiomsThe limit satisfies the OS axiomsReflection positivity
6 GapGap of the HamiltonianUniform exponential decay

Stages 1–4 make the double limit

μ=lim⁡L→∞ lim⁡a→0 μa,L(5)\mu=\lim_{L\to\infty}\ \lim_{a\to0}\ \mu_{a,L} \tag{5}

and stages 5 and 6 are properties of μ\mu. There is also the road, as in strong-coupling results on the lattice, of holding aa fixed and taking L→∞L\to\infty first, in which case stage 3 is left for later. However, the strong-coupling region (where the lattice coupling gg is large and β=2N/g2\beta=2N/g^2 small) is far from the continuum limit (β→∞\beta\to\infty), so this road does not as it stands connect to stage 3. Known

Figure 1 Choosing a theory (with the buttons below or a row of Table 2) changes how far each stage has got
Stage 1 Regularisation Closed Stage 2 Finite volume Closed (lattice) Stage 3 Ultraviolet limit Partial Stage 4 Infinite volume Not yet Stage 5 Axioms Not yet Stage 6 Gap Not yet
YM four dimensions: Ultraviolet stability on the lattice in finite volume (Bałaban 1987–89; with the assumption that the effective coupling enters a sufficiently small range; 6-07). MRS 1993 is an outline of a construction with an infrared cutoff. The continuum finite-volume measure has not been constructed

KnownTable 2 How far each theory has got (Closed = there is a theorem / Partial / Not yet / — = the question is hard to pose / Not taken = that road does not pass through the stage). From the problem statement and primary sources. Years are the publication years of representative papers (the timeline in 9-01 counts by first public appearance, so Sengupta is 1992–93 and Lévy 2001). Selecting a row changes Figure 1.

Theory123456Summary
Free fieldClosedClosedClosedClosedClosedClosedNo interaction, trivial
φ⁴₂ weak couplingClosedClosedClosedClosedClosedClosedAxioms, particle masses, non-trivial scattering (JW §6.2)
φ⁴₃ weak couplingClosedClosedClosedClosedClosedClosedNon-Gaussian measure, Wightman axioms (JW §6.2). Mass gap: Feldman–Osterwalder 1976 (from the title; bibliographic data only)
YM two dimensionsClosedClosedClosedClosedPartial—Continuum measures on compact surfaces (Sengupta 1997, Lévy 2003), the continuum measure on the plane and Euclidean invariance (Driver 1989). No propagating degrees of freedom
YM three dimensionsClosedClosed (lattice)PartialNot yetNot yetNot yetUniform estimates on the lattice (Bałaban 1985). The continuum finite-volume measure has not been constructed even on T³ (Chevyrev 2022)
YM four dimensionsClosedClosed (lattice)PartialNot yetNot yetNot yetUltraviolet stability on the lattice in finite volume (Bałaban 1987–89; with the assumption that the effective coupling enters a sufficiently small range; 6-07). MRS 1993 is an outline of a construction with an infrared cutoff. The continuum finite-volume measure has not been constructed
Lattice YM four dimensions, strong couplingClosedClosedNot takenClosedPartialClosedWith a held fixed. Infinite volume and reflection positivity (Osterwalder–Seiler 1978), exponential decay (Shen–Zhu–Zhu 2023, region of small β). No rotational symmetry

The "—" in Table 2 means that the question is hard to pose in its plain form. Two-dimensional Yang–Mills has no propagating degrees of freedom (waves that travel far, the counterpart of light in electromagnetism), so the question of a spectral gap cannot be posed in the same form as in four dimensions (6-02). Known "Not taken" means that the road does not pass through that stage. At strong coupling on the lattice aa stays fixed, so stage 3 is not passed. Stage 2 for three- and four-dimensional Yang–Mills is closed on the lattice by formula (6) (§04). Making the finite-volume measure while staying in the continuum has not yet been done, and that part is written as "Partial" in stage 3 and in the summary column.

04

Stages 1 and 2: regularisation and the finite-volume measure

Regularisation can be done with a lattice (putting the field on lattice points or edges) or a momentum cutoff (restricting Fourier components to ∣k∣≤κ|k|\le\kappa), and both break something.

PropertyLattice (Wilson action)Momentum cutoff
Gauge invarianceKept exactlyBroken. Counterterms are needed to restore it (MRS 1993 §I)
Reflection positivityKept (Osterwalder–Seiler 1978)Easily lost. Ways to recover reflection positivity lost through regularisation are generally scarce (JW §6.5). MRS 1993 §I says that gauge choices lacking positivity (Feynman type) cannot be used directly from the start, and that OS positivity could probably be shown by cutting off first with a lattice and using a momentum cutoff afterwards
Rotational symmetryBrokenThe cutoff itself can be made rotationally symmetric. However, gauge fixing (choosing one representative from fields related by gauge transformations) and a finite box can break rotations. MRS 1993 uses a gauge that treats a particular direction specially (axial gauge) and an infrared cutoff

On the lattice the finite-volume measure has meaning at once. If the gauge group GG is compact,

dμa,L(U)=1Za,L e−SW(U)∏ℓdUℓ(6)\mathrm d\mu_{a,L}(U)=\frac{1}{Z_{a,L}}\,e^{-S_W(U)}\prod_{\ell}\mathrm dU_\ell \tag{6}

where ℓ\ell are the edges of the lattice, Uℓ∈GU_\ell\in G, dUℓ\mathrm dU_\ell is the Haar measure (the invariant measure of total weight 1), and SWS_W is the Wilson action

SW(U)=β∑P(1−1N Re tr UP),β=2Ng2(G=SU(N))S_W(U)=\beta\sum_P\Big(1-\tfrac1N\,\mathrm{Re}\,\mathrm{tr}\,U_P\Big),\qquad \beta=\frac{2N}{g^2}\quad(G=SU(N))

The sum is over the smallest squares of the lattice (plaquettes) PP, and UPU_P is the product of the UℓU_\ell on the four edges of PP taken in order around it (5-01). The integrand is bounded and continuous and the domain compact, so Za,LZ_{a,L} is finite and positive (JW §6.5). Known

Example: a four-dimensional periodic lattice with 16 points on a side has 4×164=2621444\times16^4=262144 edges, and SU(3) is 8-dimensional over the reals, so formula (6) is an integral in 2,097,152 dimensions. Computed

Making it directly in the continuum is hard, and even three-dimensional Yang–Mills has not yet been constructed on the torus T3T^3 (Chevyrev 2022). On the lattice, stage 2 is closed by formula (6) ("Closed (lattice)" in Table 2), and instead the recovery of rotational symmetry is passed on to stage 5.

05

Stage 3: the ultraviolet limit

As a→0a\to0, unless the coefficients of the action (the bare couplings) are moved according to aa, the limit diverges or collapses to something trivial. This moving is renormalisation (4-04). According to the problem statement, for ϕ4\phi^4, if the cutoff-dependent constants are chosen in the form indicated by perturbation theory, expectation values converge even though the constants diverge. In two dimensions a few constants suffice; in three dimensions one needs all the coefficients plus wave-function renormalisation, that is, renormalising the state vectors (vectors of the Fock space of 2-06) by a constant that diverges with the cutoff (JW §6.2). Known

What is needed can be guessed by counting dimensions. Known Since the action has no units, in units of mass

[ϕ]=d−22,[λ]=4−d,[g2]=4−d(7)[\phi]=\frac{d-2}{2},\qquad [\lambda]=4-d,\qquad [g^2]=4-d \tag{7}

(gg is the Yang–Mills coupling). For d<4d\lt4 the coupling has positive mass dimension (super-renormalisable), and there are finitely many types of superficially divergent diagrams (pictures of the terms of perturbation theory; 4-03). "Superficially" means that divergence is judged only by counting the powers of momentum in the integral attached to the diagram (4-04; as a textbook, Rivasseau 1991). d=4d=4 is the boundary where the coupling has no units. Table 1 can be read by the same counting. Since [ϕ2]=d−2[\phi^2]=d-2, Ga(0)G_a(0) grows as a2−da^{2-d}, and for d=2d=2 logarithmically (1-12).

Example: in two dimensions it suffices to redefine the product as :ϕ4:a=ϕ4−6Ga(0)ϕ2+3Ga(0)2{:}\phi^4{:}_a=\phi^4-6G_a(0)\phi^2+3G_a(0)^2 (the Wick-ordered product), together with a constant for the vacuum energy (the α,γ\alpha,\gamma of JW §6.2).

What one wants to show is that expectation values are bounded by constants independent of aa,

sup⁡a>0∣⟨Φ⟩a,L∣≤CΦ(8)\sup_{a\gt0}\big|\langle\Phi\rangle_{a,L}\big|\le C_\Phi \tag{8}

With a uniform estimate (8), one can take a subsequence of the measures that converges in a weak sense (the measure version of taking a convergent subsequence from a bounded sequence of numbers). The limit, however, need not be unique, and the axioms and the gap are separate questions. The problem statement does not accept weak existence by compactness alone as a solution unless the properties of the limit are shown separately (JW footnote 2). Four dimensions is treated in 6-07.

06

Stage 4: the infinite-volume limit

L→∞L\to\infty needs estimates independent of LL, and the key is in particular that quantities far apart become nearly independent (clustering). The problem statement lists as ways to set up estimates (a) correlation inequalities, (b) symmetries, and (c) convergent expansions (cluster expansions), and says that (a) tends to be limited to scalar fields and abelian gauge theories, and (c) became the central tool (JW §6.1). The form one wants to show is

∣⟨A Bx⟩L−⟨A⟩L⟨Bx⟩L∣≤C e−m∣x∣(C, m independent of L )(9)\big|\langle A\,B_x\rangle_L-\langle A\rangle_L\langle B_x\rangle_L\big|\le C\,e^{-m|x|}\quad(C,\,m\ \text{independent of}\ L\ \text{}) \tag{9}

(BxB_x is BB shifted by xx). Given a decay rate mm, the influence of the edge of the box reaches only about e−mLe^{-mL}.

Example: for the one-dimensional chain, the difference between the variance at a point of a ring of length LL and the value for the infinite chain is, for large LL, almost e−mL/me^{-mL}/m. For m=1m=1 it is 1.1×10−71.1\times10^{-7} at L=16L=16; for m=0.1m=0.1 it is still 2.5. The rate of approach is set by mm. Computed

In four-dimensional Yang–Mills the coupling is thought to become strong at long distances. Physics This view comes from the renormalisation group of perturbation theory (4-04). MRS 1993 §I writes, as the reason for not removing the infrared cutoff, 'this would lead to large values of the coupling constant', and further 'there is no easy solvable model of these phenomenons around which to expand'.

As a metaphor, the scaffolding for the expansion is gone. Precisely, there is neither a solvable model to serve as the starting point of an expansion nor a small parameter to expand in. The problem statement too says that present methods do not suggest how to obtain T4→R4T^4\to\mathbb R^4 (JW §6).

07

Stage 5: the axioms

Axioms that hold with the regularisation tend to pass to the limit, and what was broken has to be recovered. The key is reflection positivity: for time reversal Θ:t↦−t\Theta:t\mapsto-t, for FF depending only on the field at t>0t\gt0,

⟨ ΘF‾  F ⟩ ≥ 0(10)\big\langle\,\overline{\Theta F}\;F\,\big\rangle\ \ge\ 0 \tag{10}

holds. This is the condition for extracting a Hilbert space and a Hamiltonian (5-03).

Formula (10) is an inequality, so it passes to the limit. Known There are three conditions. The FF for which the limit is taken can be approximated by functions depending only on the lattice field on the positive-time side. Their expectation values converge. The reflection plane is a lattice plane (a plane through lattice points, or a plane between neighbouring lattice points). Then it is a limit of non-negative values in each μa,L\mu_{a,L}, so it is non-negative in the limit too. For lattice gauge theory, reflection positivity with respect to lattice planes has been shown (Osterwalder–Seiler 1978; MRS 1993 §I also cites it).

Conversely, ways to recover lost reflection positivity are scarce, and the problem statement writes that setting up the Hilbert space is itself part of the problem (JW §6.5). Rotational symmetry broken by the lattice has to be shown to recover separately. Known

Example: for a Gaussian measure, reflection positivity is the same as positivity of ΘC\Theta C restricted to the positive-time side (JW §6.2). In one dimension C(t)=e−m∣t∣/(2m)C(t)=e^{-m|t|}/(2m), so for ti,tj>0t_i,t_j\gt0

∑i,jfi fj C(ti+tj)=12m(∑ifi e−mti)2 ≥ 0(11)\sum_{i,j} f_i\,f_j\,C(t_i+t_j)=\frac{1}{2m}\Big(\sum_i f_i\,e^{-m t_i}\Big)^2\ \ge\ 0 \tag{11}

becomes a square. On a lattice chain with 40 points, trying 20000 random ff gives a minimum of 1.4×10−81.4\times10^{-8}, never negative. Being a square, this is to be expected; it is a check of the formula. As a control, with the sign-reversed covariance −C(ti+tj)-C(t_i+t_j) the smallest eigenvalue of the matrix is −2.49-2.49, and reflection positivity fails. Computed

Stochastic quantisation (6-09) makes the measure as the invariant measure of an equation, so reflection positivity is not part of the output, and has to be shown as a separate task.

08

Stage 6: the mass gap

Next one asks about the gap in the spectrum of the Hamiltonian (4-11). On the Euclidean side it is the rate of decay of correlations. On the lattice the decay rate in the time direction is the gap in lattice units mlatm_{\rm lat}, and the gap in physical units is

Δ=lim⁡a→0mlat(a)a(12)\Delta=\lim_{a\to0}\frac{m_{\rm lat}(a)}{a} \tag{12}

One wants to show that this is positive and finite, and moreover uniform in the volume.

On a lattice in a finite box the gap is there automatically. Known The transfer matrix TT is the integral operator that carries weight from the slice at time tt (the set uu of values of the lattice field at that time) to the slice vv at time t+at+a

(Tf)(u)=∫K(u,v) f(v) dv(Tf)(u)=\int K(u,v)\,f(v)\,\mathrm dv

The kernel K(u,v)K(u,v) is made as e−St,t+a(u,v)e^{-S_{t,t+a}(u,v)} from the part St,t+a(u,v)S_{t,t+a}(u,v) of the action connecting the two times. Reflection positivity makes TT a positive operator, and the Hamiltonian is fixed by T=e−aHT=e^{-aH}. If the range of field values is bounded and closed (lattice gauge theory with a compact gauge group is such a case) and the kernel is continuous and positive, the largest eigenvalue λ0\lambda_0 is not degenerate. This is the infinite-dimensional version (a generalisation of Jentzsch's theorem) of the Perron–Frobenius theorem for matrices with all entries positive Known (the generalisation is Schaefer 1974; sources in 5-03). So the ratio to the next eigenvalue λ1\lambda_1 is λ1/λ0<1\lambda_1/\lambda_0\lt1, and there is a gap −log⁡(λ1/λ0)/a>0-\log(\lambda_1/\lambda_0)/a\gt0 (5-03; the positive self-adjoint transfer matrix of lattice gauge theory is Osterwalder–Seiler 1978). What is asked is uniformity under a→0a\to0 and L→∞L\to\infty, and the problem statement writes that a gap uniform in the volume needs new ideas (JW §6.5).

Example: for the chain with m=1m=1, mlat/am_{\rm lat}/a approaches 1 as 0.9624 (a=1a=1), 0.9974 (a=0.25a=0.25), 0.99990 (a=0.05a=0.05), while mlatm_{\rm lat} in lattice units itself goes towards 0, about 0.05 at a=0.05a=0.05. In the continuum limit the gap in lattice units closing is the correct picture, and what should be looked at is the ratio (12) (5-09). The ratio of eigenvalues of the transfer matrix, −log⁡(λ1/λ0)/a-\log(\lambda_1/\lambda_0)/a, agrees with the decay rate of correlations, the difference being at most 5×10−145\times10^{-14}. Computed

09

Detour: taking a one-dimensional chain through all six stages

Detour

A section you may skip.

Euclidean field theory with d=1d=1 is quantum mechanics: the field ϕ(t)\phi(t) is the position of a particle, and the action ∫(12ϕ˙2+12m2ϕ2) dt\int(\frac12\dot\phi^2+\frac12m^2\phi^2)\,\mathrm dt is the imaginary-time action of the harmonic oscillator (2-06, 2-07). In stage 1 time is cut into steps of aa, in stage 2 it is made a ring of length LL, and in stages 3 and 4 a→0a\to0 and L→∞L\to\infty. Stage 5 is formula (11), and the gap of stage 6 is the level spacing mm. The correlation on a ring of N=L/aN=L/a points can be written in closed form.

cosh⁡mlat=1+12m2a2,⟨ϕ0 ϕn⟩L=a cosh⁡ ⁣(mlat(N/2−n))2sinh⁡mlat sinh⁡(mlatN/2)(13)\cosh m_{\rm lat}=1+\tfrac12m^2a^2,\qquad \langle\phi_0\,\phi_n\rangle_L=\frac{a\,\cosh\!\big(m_{\rm lat}(N/2-n)\big)}{2\sinh m_{\rm lat}\,\sinh(m_{\rm lat}N/2)} \tag{13}

It agrees, at the level of 10−1410^{-14}, with the values obtained by inverting the matrix of the action directly. Computed

Figure 2 Moving aa, LL and mm changes the correlation on the ring (vertical axis logarithmic) and the lattice gap mlat/am_{\rm lat}/a
For a = 0.25, L = 4, m = 1, m_lat/a = 0.9974

ComputedThe numbers in this figure were computed on this machine (formula (13)). The points are lattice values, the dashed line the infinite, continuum e−mt/(2m)e^{-mt}/(2m).

Stretching LL makes the contribution that goes around the ring (the rise on the right) disappear, and the points fall onto the dashed line. Making mm smaller makes the needed LL longer in proportion to 1/m1/m. This is the link between stage 4 and stage 6, that the gap sets the rate of the infinite-volume limit, and the problem statement too writes that a uniform gap may play a basic role in proving the infinite-volume limit (JW §5). We look at the two limits in separate tables (both with m=1m=1).

ComputedTable 3 Making the lattice spacing aa finer (stages 3 and 6; infinite chain).

aamlat/am_{\rm lat}/a⟨ϕ2⟩\langle\phi^2\rangle (infinite chain)
10.9624240.447214
0.250.9974140.496139
0.050.9998960.499844
0.010.9999960.499994
a→0a\to0→1\to1→1/(2m)=0.5\to1/(2m)=0.5

ComputedTable 4 Stretching the length LL of the ring (stage 4; a=0.05a=0.05). The value for L=∞L=\infty is 0.499844 of the infinite chain (the a=0.05a=0.05 row of Table 3).

LL⟨ϕ2⟩L\langle\phi^2\rangle_LDifference from the infinite chain
11.0817355.8×10−15.8\times10^{-1}
20.6563501.6×10−11.6\times10^{-1}
40.5185031.9×10−21.9\times10^{-2}
80.5001803.4×10−43.4\times10^{-4}
160.4998441.1×10−71.1\times10^{-7}

Everything goes through in one dimension because values at points are random variables and stage 3 has no divergence (Table 1). Adding an anharmonic term λϕ4\lambda\phi^4 still makes sense as quantum mechanics. Known

10

How to read Part 6

Each row of Table 2 shows the stages being closed in order from stage 1. The chapters of Part 6 follow, stage by stage, which tools gave each "Closed", and where the "Partial" and "Not yet" stop. Reading two-dimensional Yang–Mills and scalar fields as examples where the stages went through, the cluster expansion and the renormalisation group as tools for the stages where they work, and the chapters on three and four dimensions as records of the stages that are stuck, shows where each chapter stands. One chapter may touch several stages, so the correspondence below gives the main stages treated.


What this chapter can say

Content
SaidConstructive field theory is a method of exhibiting non-Gaussian measures satisfying the axioms as limits of sequences of approximations, with uniform estimates at its centre (JW §6.1) Known
SaidThe variance at a point of the lattice free field is finite for d=1d=1, and grows as log⁡(1/a)\log(1/a), 1/a1/a, 1/a21/a^2 for d=2,3,4d=2,3,4 (a≥1/64a\ge1/64) Computed
SaidFor the one-dimensional chain the six stages go through in closed form, and the decay rate of correlations agrees with the eigenvalue ratio of the transfer matrix Computed
Not saidThe division into six stages is this book's arrangement, not a standard division in the field
Not saidThe content of the "Closed" entries in Table 2 (the proofs of the original papers were not followed. ϕ24\phi^4_2 and ϕ34\phi^4_3 are from the problem statement. The gap for ϕ34\phi^4_3 is from the title of the paper)
Not saidA way to advance stages 4–6 for four-dimensional Yang–Mills (the problem statement too says there are no ideas pointing the direction)

Sources and reproduction

ItemKindSource / tools
Accounts and quotations of JW (§5, §6, §6.1, §6.2, §6.5, footnote 2)Primary source (checked in the text)A. Jaffe, E. Witten, Quantum Yang–Mills Theory, the official problem statement of the Clay Mathematics Institute (2000)
The OS axioms, textbookBibliographic data onlyK. Osterwalder, R. Schrader, Comm. Math. Phys. 31 (1973) 83–112; 42 (1975) 281–305. J. Glimm, A. Jaffe, Quantum Physics, 2nd ed., Springer (1987)
ϕ24\phi^4_2, ϕ34\phi^4_3Bibliographic data only (the reference list of the problem statement)Glimm–Jaffe–Spencer, Ann. Math. 100 (1974) 585–632; Glimm–Jaffe, Fortschr. Phys. 21 (1973) 327–376; J. Feldman, K. Osterwalder, “The Wightman axioms and the mass gap for weakly coupled ϕ34\phi^4_3 quantum field theories”, Ann. Phys. 97 (1976) 80–135
Textbook on perturbation theory and renormalisationBibliographic data only (the reference list of the problem statement)V. Rivasseau, From Perturbative to Constructive Renormalization, Princeton Univ. Press (1991)
Reflection positivity on the lattice, the positive self-adjoint transfer matrix, infinite volume at strong couplingBibliographic data and abstract onlyK. Osterwalder, E. Seiler, Ann. Phys. 110 (1978) 440–471
The Perron–Frobenius and Jentzsch theoremsKnown theorems (Perron 1907 and Jentzsch 1912: bibliographic data only. The generalisation to kernels on compact spaces is Schaefer 1974 [bibliographic data only, claim checked in secondary sources] and Krein–Rutman 1948 [bibliographic data only])See 5-03
Exponential decay at strong couplingChecked in the abstractH. Shen, R. Zhu, X. Zhu, Comm. Math. Phys. 400 (2023) 805–851, arXiv:2204.12737
Continuum measure in two dimensions (the plane)Checked in the abstract and introductionB. K. Driver, Comm. Math. Phys. 123 (1989) 575–616
Continuum measure in two dimensions (compact surfaces)Bibliographic data only (Lévy 2003 checked as far as the abstract)A. Sengupta, Mem. Amer. Math. Soc. 126 no. 600 (1997); T. Lévy, Mem. Amer. Math. Soc. 166 no. 790 (2003), arXiv:math/0101239
Ultraviolet stability in three and four dimensions1985 and 1989 (CMP 122, 355–392): the opening and Theorem 1 checked. 1987 and the rest of the series: bibliographic data onlyT. Bałaban, Comm. Math. Phys. 102 (1985) 255–275; 109 (1987) 249–301; 122 (1989) 355–392
Construction with an infrared cutoffAbstract and §I checkedJ. Magnen, V. Rivasseau, R. Sénéor, Comm. Math. Phys. 155 (1993) 325–383
The three-dimensional measure has not been constructedText §1.1 checkedI. Chevyrev, arXiv:2202.13359 (2022)
Table 1, dimension counts, the one-dimensional chainComputedPython on this machine (numpy, scipy): point_variance.py, counts.py, chain.py (the transfer matrix diagonalised with positions on 1601 points)
Figures 1 and 2FiguresSVG, canvas and plain JavaScript. Figure 1 reads Table 2 (if JavaScript is disabled, a static figure for YM in four dimensions). Figure 2 computes formula (13)

Next chapter to read: 6-02 Solvability in two dimensions and the Yang–Mills measure (an example in which stages 1–4 close).

← 5-11 Detour: Bakry–Émery and one-link integrationContents6-02 Solvability in two dimensions and the Yang–Mills measure →

Revised 2026-10-01: first version.