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 path integral and Euclideanisation — make time imaginary, and field theory becomes a problem of probability in four dimensions
What this chapter shows — That the path integral of a field is a sum over all field configurations.
That making time imaginary turns the weight into , and for Yang–Mills, since , it can be read as a probability weight.
That Lorentz transformations become four-dimensional rotations, and time becomes one of four equal directions.
Prerequisite chapters — 2-07 (the path integral, imaginary time), 2-04 (Lorentz transformations, the action of a field). §04 uses the non-abelian field strength of 3-02 and 3-03. For the Hamiltonian, 4-01; for Gaussian measures, 1-09.
Said first — Many of the manipulations in this chapter are formal. Wick rotation is a heuristic, and the rigorous correspondence is the Osterwalder–Schrader reconstruction (4-10). The measure of four-dimensional Yang–Mills has not been constructed, and this chapter shows nothing about the mass gap.
- From paths to field configurations — on the lattice, an integral tens of millions of times multiple
- Making time imaginary — becomes
- The rotation seen in the propagator — turning while avoiding the poles (Figure 1, Table 1)
- Rotating the Yang–Mills field — , and the θ term stays imaginary
- Spacetime becomes space — boosts become rotations (Table 2)
- Field theory as a probability measure — on the lattice, a genuine measure (Figure 2)
- What is missing for gauge fields — the volume of the orbits (Table 3)
- Correlations in imaginary time read the energy — the link to the gap
- Detour: writing the vacuum wave function on half of spacetime — checked with the oscillator
From paths to field configurations — what is summed becomes a function
In 2-07 we summed over the paths of one particle. In field theory, instead of paths, we sum over all functions on spacetime , all histories of the field. The correlation in the vacuum ( is the convention of putting later times to the left) is formally written
Even for one particle was not a measure (2-07 §03). For fields there are also infinitely many variables at each time (1-09).
Example. Cut into a lattice, (1) is a finite multiple integral. A lattice of space and time 64 has 2,097,152 points, and the Yang–Mills field of has 4 links per point and 8 real numbers per link, so it is a 67,108,864-fold integral Computed. The difficulties are two: the oscillation of , and the limit of finer steps and a larger box. This chapter removes the first (the second is Parts 5 and 6).
Making time imaginary — becomes
The substitution has appeared twice. In 2-04 §09 we only substituted it into the wave equation and saw oscillation turn into decay. In 2-07 §05 we rotated the weight of the one-particle path integral. Here we rotate the action and correlations of fields. Putting (, signs , ) into the scalar field action ((7) of 2-04 with the potential energy added), from and ,
follows. The sign of the time derivative has come into line with the space derivatives, and the four directions are equal. is called the Euclidean action, and if is bounded below, the weight is positive and bounded. (1) is replaced by the Schwinger functions (the name is said to come from Schwinger 1958).
Example. If , (3) is a Gaussian integral with covariance ( is the Laplacian ; not the of the mass gap), and is the propagator of (10) of 1-11. Note. (1) is not a convergent integral, so putting in is not a change of variables but a rewriting rule. The precise content is the analytic continuation of correlation functions; seen in a single integral, it takes the form of the next section.
The rotation seen in the propagator — turning the contour while avoiding the poles
The two-point function of a free field of mass , written in momentum, is
fixes on which side the poles are avoided (Feynman's prescription). We first look at the component with time difference . Then in the factor from is 1. Setting , the integrand in is , and the poles are in the fourth and second quadrants.
Here we use just one fact about complex integrals. A pole is a point where the denominator is 0. In the complex plane, integrating along a closed path that does not enclose a pole gives 0 (Cauchy's integral theorem; precisely, the condition is that the function be complex-differentiable on and inside the path, which a rational function whose denominator does not vanish satisfies) Known. So moving the contour continuously without crossing a pole does not change the value.
Turn the contour anticlockwise as ( real). While is between 0 and 90°, the moving line sweeps only the first and third quadrants and does not cross a pole. Joining the two lines before and after turning by distant arcs of radius makes a closed path that encloses no pole. The length of the arcs is proportional to and the integrand decreases as , so the contribution of the arcs vanishes as . So the integral along the real axis equals the integral along the turned line, , that is, at ,
The integrand on the right-hand side is positive and smooth. In four dimensions is replaced by , and this is the Euclidean propagator Known. is the of the ground state of an oscillator of frequency (2-06), and each Fourier component of a free field was an oscillator (2-06 §08).
The component carries the factor . If is turned into the first quadrant, on the side of , grows far away, so the contribution of the arcs does not vanish. So is also turned by the same angle in the opposite direction, as . Then at every angle along the way is real, the factor stays an oscillation of modulus 1, and the argument with arcs goes through. At , , , . This is why time turns clockwise and energy anticlockwise.
Turning the other way crosses a pole and changes the sign (Figure 1, Table 1), so the direction is fixed by . The name is said to come from Wick's (1954) treatment of the Bethe–Salpeter equation.
ComputedThe numbers in this figure were computed on this machine (trapezoidal rule with ).
| θ | ε | I(θ) |
|---|---|---|
| 90°, 30°, 0°, −10° | 0.4 | +0.473094 + 0.091110i |
| −12°, −45°, −90° | 0.4 | −0.473094 − 0.091110i |
| 0° | 0.001 | 0.500000 + 0.000250i |
The value is the same whatever the angle; turning the other way past the pole only reverses the sign.
Rotating the Yang–Mills field — becomes
The notation follows the of 3-03 §01, written without hats. That is, is absorbed into , are Hermitian matrices, , (the same as (9) of 2-04), .
The gauge field is a 1-form (1-07), so it is rotated as , that is, . Together with ,
In words, only the components with one time index (the components of the electric field) get one , which squares to . In the Minkowski metric the square of the electric field carried , so the two cancel, and all four indices line up with the same sign. This is the same thing as the sign of coming into line with the space derivatives in (2) for the scalar field. Putting this into ((1) of 3-03 written in hatted notation) leaves , and with ,
For Hermitian , , so , with equality only when . For configurations of topological charge , ((12) of 3-03, 3-05) Known. Example. For configurations with and independent of , , so over imaginary time of length , is ( is the magnetic energy), and the weight is .
The θ term stays imaginary
The topological term is different. Each component contains exactly one with a time index, so the from the rotation and the of cancel, and the weight is (the sign depends on the orientation convention), which for is complex. Vicari–Panagopoulos (2009) write 'the complex nature of the θ term in the Euclidean QCD Lagrangian prohibits a direct MC simulation at θ ≠ 0' Known. From here on .
Spacetime becomes space — boosts become rotations
Putting and an imaginary rapidity into the boost , of 2-04, from and ,
which is a rotation of the plane. The Lorentz group is replaced by the rotation group Known. The interval becomes , and the light cone and the distinction between past and future disappear. Which direction to call time is chosen afterwards. If reflection positivity (4-10) also holds, then by rotation invariance the same theory comes back whichever direction is chosen as time. The method of carrying each into the other is an achievement of axiomatic field theory Known (§3 of the exposition by Jaffe–Witten [2000, 0-03], the official problem statement of the Clay prize problem; hereafter "the exposition").
The lattice reduces rotations to 90°
The rotations left on the lattice are only steps of 90° and reflections, and that comes back for also has to be shown. For the free field on a four-dimensional lattice (, ), we compare the correlations at distance-1 points and . The continuum correlation is . is a special function called the modified Bessel function, which decays as far away (near the origin it behaves like , ).
| a | 1/2 | 1/4 | 1/8 | 1/16 | 1/32 |
|---|---|---|---|---|---|
| Axis | 1.4329 | 1.1297 | 1.0247 | 1.0058 | 1.0014 |
| Diagonal | 0.8126 | 0.9475 | 0.9869 | 0.9967 | 0.9992 |
On a coarse lattice the correlation differs by a factor of about 1.8 depending on direction, and the difference vanishes in proportion to . Wilson's lattice (5-01) keeps reflection positivity (4-10) exactly at the price of breaking rotations. The exposition writes that if a regularisation loses reflection positivity, there are few ways to recover it (Jaffe–Witten §6.5).
Field theory as a probability measure — reading as a probability
If is bounded below, can be read like a probability density on field configurations, and (3) are its moments. Field theory becomes a theory of random functions on four-dimensional space. The exposition attributes this view to Symanzik (Jaffe–Witten §3) Known.
Precisely, there is no Lebesgue measure in infinite dimensions (1-09), so it is correct as it stands only in finite dimensions. On a periodic lattice with spacing and side ,
is a genuine probability measure ( is (2) with derivatives replaced by differences and integrals by sums). Making a field theory means showing the limits of the moments as , and their properties (6-01). The limit of the free field is a Gaussian measure on a space of distributions, and the exposition writes that nonlinear fields need non-Gaussian measures ('one requires non-Gaussian dµ to obtain nonlinear fields') (Jaffe–Witten §6.2, 1-09).
ComputedThe numbers in this figure were computed on this machine (random numbers with a fixed seed).
Looking at the samples, one cannot tell which axis is time. In 200 samples made the same way (python3), with (the mass coefficient of the action , chosen so that the correlation decays exactly as ), the correlation at distance 8 is 0.1120 ± 0.0032 vertically and 0.1112 ± 0.0030 horizontally, against 0.1107 exactly, and for too they agree within twice the standard error Computed. That grows logarithmically with is a manifestation of the divergence of point values in two dimensions (2-07 §09).
What is missing for gauge fields — the volume of the orbits and compact groups
does not change under gauge transformations (3-02), so is constant on gauge orbits (the collections of connections carried into one another by gauge transformations, 3-04). An orbit is infinite-dimensional, with one group attached at each point, and the integral in its direction is infinite even formally.
(A) The weight does not change under the shift , and the orbits are infinitely long lines. The integral over the square grows in proportion to , but the average of , which is unchanged by the shift, tends to 1. (B) The orbits of the weight are circles of length , and integrating with the uniform measure on the circle (Haar measure), is finite for every (checked by double integrals and Bessel functions) Computed. Here is the of the of Table 2, and
Setting , the remaining integral over just produces one factor of the orbit length .
| R | ||
|---|---|---|
| 1 | 1.528 | 0.4341 |
| 10 | 2.407 | 0.9584 |
| 100 | 2.497 | 0.9960 |
| 1000 | 2.506 | 0.9996 |
In (A) the denominator and numerator diverge at the same rate, and only the ratio remains (). Wilson's lattice (5-01) has the form of (B). On a finite lattice the link variables are integrated with the Haar measure of a compact group, so the integral is finite without fixing the gauge ('the lattice approximation reduces the functional integration to a finite-dimensional integral', Jaffe–Witten §6.5) Known. Treating it in the continuum needs gauge fixing (4-08), and there is the obstruction that representatives cannot be chosen globally and continuously (3-04). Either way, only gauge-invariant observables (Wilson loops, and so on) have meaning.
Correlations in imaginary time read the energy — the link to the mass gap
If there are a Hamiltonian (with vacuum energy 0) and a vacuum , the correlation of observables separated by imaginary time , expanded in eigenstates , is
(an integral if the spectrum is continuous). If the vacuum is unique (the only state of energy 0 is ), , and the spectrum of has nothing in , the correlation decays at least as . Example. Integrating the two-point function of the free field over space leaves only one particle with momentum 0, and the decay rate is exactly the mass Known.
This is how the gap shows on the Euclidean side; the definition is set out in 4-11. On the lattice the weight joining layers at neighbouring times is the transfer matrix (2-07 §08), and in gauge theory, in the limit where the step in the time direction goes to 0, the Kogut–Susskind Hamiltonian comes out of the gauge transfer matrix of (abstract of Creutz 1977) Known. The lattice Hamiltonian is treated in 5-03.
Detour: writing the vacuum wave function as a path integral over half of spacetime
A section you may skip.
The of (10) has another use. Expanding a state in eigenstates of , multiplies the component by . Over a long imaginary time, every component other than the lowest-energy one dies away relatively faster. That is, is a filter that extracts only the vacuum from any state that has a vacuum component (2-07 §05). Precisely, the conditions are that the initial state has a vacuum component and that the vacuum is unique.
Writing this as a path integral, the vacuum wave function itself becomes a path integral. We look at one particle. is the sum of over all paths that leave at imaginary time and arrive at at . For , dominates, and as a function of only the vacuum wave function remains.
What is summed is the paths on the half-line of imaginary time with only the value at the end fixed.
Example. For the oscillator, the exponent in (12) is quadratic in , so the dependence of the answer on is fixed by the path of least action (the contribution of fluctuations around it is a constant independent of ). The path that satisfies , is at and is 0 at is . Its action is
which is exactly the ground state of 2-06 Known.
It can also be checked on a lattice. On an imaginary-time lattice with spacing , fix and integrate in turn. Each integration preserves the form , and the coefficient moves by a recurrence and settles to one value. Counting the potential energy at the end point by the convention of splitting it half and half with the neighbouring half of spacetime, the value it settles to is . At , for it is 1.0308 and for 1.00125, and the difference from the continuum vanishes in proportion to Computed.
For fields
For fields the form is the same. The vacuum wave functional (the wave functional of 4-01 §03) is the sum over all field configurations on the half of spacetime with at . For the free field each Fourier component is an oscillator of frequency (2-06 §08), so multiplying the oscillator answers component by component,
Known. The Osterwalder–Schrader reconstruction (4-10) follows this view in reverse. It builds states from quantities fixed by the fields on the half of spacetime alone, and defines the inner product with the reflection . What guarantees that the inner product is positive is reflection positivity. Precisely, (12) is a formula for when the Hilbert space and are there first, and for four-dimensional Yang–Mills the premise of writing the vacuum in this form has itself not yet been constructed.
What this chapter can say
| Content | |
|---|---|
| What is said | The manipulations of (2), (5)–(8) and (11), the rotation of the contour in (5), that the lattice (9) is a probability measure, that for compact groups the lattice integral is finite Known. Tables 1–3, Figures 1–2, the numbers in §01, §06 and §09 Computed |
| Conditional | (10) and (12) are formulas for when the Hilbert space and the Hamiltonian are there first and the vacuum is unique (the conditions for going back are in 4-10) |
| What is not said | The of (1) and (3) is formal and not a measure. The existence of the measure of four-dimensional Yang–Mills, the restoration of rotational symmetry, and a continuum limit preserving reflection positivity have not been shown (6-10). Nothing is shown about the mass gap |
Sources and reproduction
| Item | Kind | Source / tools |
|---|---|---|
| Quotations from the exposition (§3, §6.2, §6.5) | Text | A. Jaffe, E. Witten, Quantum Yang–Mills Theory, Clay Math. Inst. (2000) |
| That the θ term is complex | Text §1 | E. Vicari, H. Panagopoulos, Phys. Rept. 470 (2009) 93, arXiv:0803.1593 |
| The transfer matrix and | Abstract | M. Creutz, Phys. Rev. D 15 (1977) 1128–1136 |
| The names of Wick and Schwinger | Bibliographic data only | G. C. Wick, Phys. Rev. 96 (1954) 1124–1134 / J. Schwinger, PNAS 44 (1958) 956–965 (origin of the names not checked) |
| The correspondence between Euclidean and Minkowski | Bibliographic data only | K. Osterwalder, R. Schrader, CMP 31 (1973) 83–112, 42 (1975) 281–305 / K. Osterwalder, E. Seiler, Ann. Phys. 110 (1978) 440–471 |
| The definition of the gap and the Hilbert space | Text | Jaffe–Witten §4, §6.5 |
| Table 1, Figure 1 | Computed | python3 (SciPy; agreeing with the closed form and ). The figure is JavaScript and agrees with the table |
| Table 2 | Computed | python3 (SciPy). Checked against the value at the origin 0.154933 (the same as 1-09) and the FFT of a periodic lattice of (agreeing to 7 digits at ) |
| of §09 | Computed | python3 (the recurrence and direct computation of the 400-point quadratic form agree to 10 digits; numerical integration of the action of the classical solution) |
| Figure 2 and §06, Table 3 and §01 | Computed | python3 (NumPy FFT, 200 samples with a fixed seed / SciPy / counting). The figure is one sample made the same way |
Next chapter to read: 4-03 Perturbation theory and Feynman diagrams. The Euclidean propagator of (5) becomes the lines. The conditions for going back to physical spacetime are in 4-10.
← 4-01 Canonical quantisation and the HamiltonianContents4-03 Perturbation theory and Feynman diagrams →