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 bones of quantum mechanics — states are vectors, energies are a spectrum, and the gap is the space at the very bottom
What this chapter shows — That a state is a unit vector, an observable is a self-adjoint operator, and the values of the energy are a spectrum.
That the gap can be read in three ways: as "the price of an excitation", "the speed of oscillation" and "the rate of decay in imaginary time".
Gaps that close and gaps that remain, a gap invisible to perturbation theory, and the agreement with the Poincaré constant.
Prerequisite chapters — 1-10 (Hilbert spaces, spectra, the variational principle, the Poincaré inequality). For the case of matrices, 1-01.
Said first — Only quantum mechanics with finitely many degrees of freedom is treated. The mass gap of quantum field theory is treated in 4-11, and this chapter shows nothing about the mass gap of Yang–Mills.
- States and observables — states are vectors, measured quantities are operators
- Time evolution — the gap between levels sets the speed of the back-and-forth
- The spectrum — values that are not eigenvalues also enter (Detour: a well whose valleys go on for ever)
- The ground state — trial functions give only upper bounds (Table 1)
- Three readings of the gap — price, oscillation, decay (Figure 1, Table 2)
- Gaps that close, gaps that remain — comparing as the box is widened (Table 3)
- The double well — a gap invisible to perturbation theory (Figure 2, Table 4)
- The gap and the Poincaré inequality — the gap is the inverse of a weighted constant
States and observables — vectors and self-adjoint operators
In quantum mechanics a state is a vector of length 1 in a complex Hilbert space (1-10). A sum rescaled to length 1 is also a state (superposition), and , multiplied by with , is the same state (the phase of 2-03). The inner product is taken to be conjugate-linear in the left argument.
On the left is a system with two choices (spin, or "the left valley or the right valley"); on the right is a particle on a line, and we read as the probability density of position (this is said to go back to Born 1926). Measurable quantities correspond to self-adjoint operators (Hermitian matrices in finite dimensions, 1-01); the value of a measurement is one of the eigenvalues , and its probability, using orthonormal eigenvectors , is .
Example. Measuring in gives half and half. For , , and is an eigenvector with eigenvalue , so a measurement certainly gives ( are the Pauli matrices, 1-04). In the position is the operator of multiplication by , the momentum is , and from comes the uncertainty relation Known.
Time evolution — stationary states and the back-and-forth of two levels
We call the operator of energy the Hamiltonian . For a particle on a line it is . States obey the Schrödinger equation.
The right-hand end is the expansion in eigenvectors , and each component only has its phase turning. is unitary and preserves total probability (1-01; the converse is Stone's theorem Known). A state with a single eigenvector is a stationary state whose distribution does not change, and change arises only from the phase differences .
Example (two levels). A system with the left valley , the right valley and the tunnelling amplitude .
Starting from , the probability of being on the right goes back and forth with angular frequency . The gap between levels sets the speed of the back-and-forth (the of Figure 2 of 1-01). Section 07 gives an example where is exponentially small.
The spectrum — eigenvalues alone are not enough
In infinite dimensions, values without eigenvectors also appear, so we use the spectrum (the set of for which has no bounded inverse, 1-10). For a self-adjoint operator, is the same as "there is a sequence with , " (Weyl's criterion) Known.
The spectrum of a box with walls where consists only of eigenvalues (discrete spectrum). On a line the plane wave is not a state, since . Example. For a wave packet of width ( a smooth bump), approaches 0 like , so every is in the spectrum without being an eigenvalue (continuous spectrum). Widening the box makes the spacing on the left tighter, approaching the right (section 06).
Detour: a well whose valleys go on for ever
A subsection you may skip.
For () on the plane, valleys with run on for ever along the coordinate axes, and a classical particle can escape as far as it likes. In quantum mechanics the valley narrows the further in it goes, and the lowest energy of the oscillator in the direction (2-06) acts as a wall. Strictly, this is an estimate that works only deep in the valleys. ComputedSolving on the square , the lowest eigenvalue stops at for , while the value for a free particle goes to 0. For a uniform field , the potential energy of Yang–Mills is proportional to (3-02 §07). What the numbers on this machine show goes only as far as the tendency of the lowest eigenvalue to stop as the box is widened. The exposition of the problem (Jaffe–Witten §6.6) cites Simon (1983, titled "quantum operators with discrete spectrum but classically continuous spectrum") as an example in which bound states arise even when there are flat directions Known.
The ground state — estimates from above are easy
We call the ground-state energy, and, if it is an eigenvalue, its eigenvector the ground state. The variational principle (1-10) says the following.
Every trial function gives an upper bound, but a lower bound requires control of every (this asymmetry appears throughout the book, so it is summarised in the box in 1-10 §06). Three remarks. (i) The bottom need not be an eigenvalue (the free particle on a line). (ii) It does not fall to the bottom of the potential. For , and the inequality of arithmetic and geometric means give (2-06). (iii) In one dimension, if grows far away, the ground state is non-degenerate and can be taken positive, and the -th eigenfunction has zeros (Sturm's oscillation theorem) Known.
Example. Putting a Gaussian into , gives , and its minimum is an upper bound for . The odd trial function is orthogonal to the even ground state, so it gives an upper bound for .
ComputedTable 1 The best upper bounds from Gaussian trial functions, and the eigenvalues of three-point differences.
| V | Upper bound on E₀ | E₀ | Upper bound on E₁ | E₁ | Difference of upper bounds | E₁ − E₀ |
|---|---|---|---|---|---|---|
| x⁴ | 0.681420 | 0.667986 | 2.423739 | 2.393644 | 1.742319 | 1.725658 |
The difference between two upper bounds is neither an upper nor a lower bound on the gap (depending on the trial functions it can be off in either direction). To bound it from below, we need estimates for every state orthogonal to the ground state. Showing the mass gap in quantum field theory is likewise, by definition, bounding from below the energy of the states orthogonal to the vacuum (4-11).
Three readings of the gap — price, oscillation, decay
When the ground state is non-degenerate and is an isolated point of the spectrum, we call the gap. The exposition of the problem sets the energy of the vacuum to 0 and defines the mass gap as "the spectrum of has no points in " (Jaffe–Witten §4) Known. There are three readings. (i) Price: precisely, for states orthogonal to , . (ii) Oscillation: a superposition of and oscillates with angular frequency ((4)). (iii) Decay: formally putting into (3) (2-04), oscillation turns into decay.
For it approaches the ground state, and the rest becomes at most times as large. Write the left side of (7) as , and the weight of the ground state as . is the probability of being outside the ground state, and Figure 1 and Table 2 follow it. For the imaginary-time correlation of a self-adjoint () it takes the following form.
From (8), the rough time for the correlation to vanish in the imaginary-time direction is at most . This is a quantity with the dimension of time; in relativity it is multiplied by to give a length . Decay in the spatial direction (the cluster property) and the correlation length (2-08) are treated in 4-11, and the view as a sum over paths in 2-07.
ComputedThe numbers in the figure were computed on this machine (box , (, ), ; the coefficients were found with python3, and the partial sums of (7) are computed on the spot).
ComputedTable 2 The weight outside the ground state , and the prediction keeping only the next level .
| τ | 1 − w₀ | Prediction |
|---|---|---|
| 0 | 6.905e-1 | 1.195e+0 |
| 0.05 | 5.831e-2 | 6.189e-2 |
| 0.10 | 3.194e-3 | 3.204e-3 |
| 0.15 | 1.659e-4 | 1.659e-4 |
The weight is the square of an amplitude, so the exponent is . For a state symmetric about the centre, , and the decrease is set by . What the gap guarantees is the slowest decrease, valid for every state.
Gaps that close, gaps that remain — widening the box
The mass gap is asked about in infinitely wide space. A gap that is positive in a finite box can close when the box is widened. The exposition of the problem also says that a uniform gap, independent of the volume, could play a role in proving the infinite-volume limit, and that the proof would need new ideas (Jaffe–Witten §5, §6.5) Known. With and box , we compare three .
ComputedTable 3 The length of the box and the gap (three-point differences; agrees with the exact value ).
| L | V = 0 | V = −sech²x | V = x²/2 |
|---|---|---|---|
| 10 | 0.14804 | 0.57518 | 1.00000 |
| 40 | 0.00925 | 0.50342 | 1.00000 |
| 160 | 0.00058 | 0.50020 | 1.00000 |
The gap of the free particle closes like . has exactly one bound state (, which can be checked by substitution), and the next level drops to the bottom 0 of the continuous spectrum, so the gap tends to Known. Above the gap there may be continuous spectrum. Even in a field theory with a mass gap, above the vacuum is the continuous spectrum of particles, starting from (2-04).
Example. For independent oscillators, the ground energy grows with and diverges as . Even so, the gap stays (2-06). In quantum field theory the energy of the vacuum is set to 0 and the difference is what is asked about. Jaffe–Witten §4 states from the fact that the vacuum vector is invariant under the Poincaré group (2-04).
The double well — a gap invisible to perturbation theory
Put two identical wells side by side and make the hill between them higher ().
With a single valley the lowest level is about , and with two valleys it is doubly degenerate. Tunnelling between the valleys plays the role of the of (4), the levels split into an even and an odd , and when the hill is high the splitting is as follows Known.
This is equation (2.8) of Zinn-Justin–Jentschura (2004), , with (shifting the potential of that paper by gives (9); the height of the hill is ). Perturbation theory splits around one of the valleys into an oscillator term and a remainder that is small when is small, expands the levels in powers of , and finds the coefficients of each order in turn (4-03). That perturbation series does not depend on parity (evenness or oddness under ) and is the same for the two levels (the explanation of (2.13)–(2.14) in that paper) Known. The of the gap, expanded as a power series in , has all coefficients 0. However high the order to which perturbation theory is computed, this gap does not appear. is the action of the classical solution (instanton) that rolls from hilltop to hilltop of in imaginary time. Its counterpart in Yang–Mills is in 3-05, and quantities of the form appear in 4-07 and 4-12.
ComputedThe numbers in the figure were computed on this machine (levels and wave functions by three-point differences in python3; the shading is ).
ComputedTable 4 Comparison of the gap of (9) (three-point differences) with (10). The rightmost column is the correction factor from the coefficient (equation (2.19a)) of the expansion (2.13) that the same paper states as a conjecture Physics.
| a | Δ (numerical) | Formula (10) | Ratio | Correction factor |
|---|---|---|---|---|
| 2 | 1.729e-1 | 3.136e-1 | 0.551 | 0.545 |
| 3 | 1.355e-2 | 1.678e-2 | 0.807 | 0.819 |
| 4 | 1.895e-4 | 2.104e-4 | 0.901 | 0.902 |
| 5 | 6.118e-7 | 6.519e-7 | 0.9384 | 0.9386 |
The ratio approaches 1, and also the correction factor (difference at ). The gap at is 6 orders of magnitude smaller than the level spacing (about 1), and the time to move to the right is about .
The gap and the Poincaré inequality — weighting by the ground state
In one dimension when (section 04), writing with a real-valued and integrating by parts, the term vanishes by .
means , and then . Applying the variational principle to orthogonal to , the following holds with the best constant.
The gap is inversely proportional to the Poincaré constant of the ground-state distribution Known (the Poincaré inequality is in 1-10 §07, the weighted form in §08). Here is the distribution of the ground state at a single time. Matching with , corresponds to ( is the operator of 1-10 §08 for this ), and the gap of is . The of 1-10 §09 is a statement about the measure on the whole of the paths in imaginary time (1-08 (10)), and is a different quantity. Example. For the oscillator (), (which can be checked by substitution), so is the normal distribution with variance , and the gap 1 (the right column of Table 3, 2-06) gives . "The Poincaré constant of a normal distribution equals its variance" has the same content as the gap of the oscillator (with equality at ). For the double well , . Taking close to " on the left, on the right", the variance is about 1, but the slope acts only on the hill between, where is almost absent. A waist in the distribution makes the gap small. The same form is also used in one-link integration (5-11, this site's papers).
What this chapter can say
| What is said | What is not said (and where it is treated) |
|---|---|
| KnownThe framework of states, spectra and the variational principle, the levels and gaps of Tables 1–3, the decrease in imaginary time (numbers in Tables 1–3 and Figure 1 Computed) | Stone's theorem, Weyl's criterion and Sturm's oscillation theorem are cited, not proved |
| ComputedThe tendency of the lowest eigenvalue of to stop as the box is widened to | A proof that it stops (discrete spectrum is the subject of Simon (1983); its text has not been read) |
| KnownThe leading term (10) of the double-well gap, and that it appears at no order of the perturbation series (the tendency of the ratio towards 1 is Table 4 Computed) | The derivation of (10). The expansion (2.13) including the correction coefficients is a conjecture of that paper Physics (instantons are in 3-05, divergent series in 4-12) |
| KnownThat the gap is inversely proportional to the Poincaré constant of the ground-state distribution (one dimension, ) | The justification of (11) with infinitely many variables. The relation to of the path measure (1-10, 10-01) |
| — | The mass gap with infinitely many degrees of freedom and the requirements of relativity (4-11). This chapter shows nothing about the mass gap of Yang–Mills |
Sources and reproduction
| Item | Kind | Source / tools |
|---|---|---|
| Tables 1–4, the numbers in the detour, Figures 1–2 | Computed | python3 (three-point differences, sparse matrices and numerical integration in NumPy and SciPy). The figures by JavaScript in the browser |
| The definition of the mass gap, , the uniform gap, the remark on flat directions | Known | A. Jaffe, E. Witten, “Quantum Yang–Mills Theory” (the official problem statement of the Clay Mathematics Institute; the problem was announced in 2000). In: J. Carlson, A. Jaffe, A. Wiles (eds.), The Millennium Prize Problems, CMI / AMS, pp. 129–152 (year of publication of the book not checked). §4, §5, §6.5 and §6.6 checked |
| The leading term (10) of the double-well gap, the independence of the perturbation series from parity | Known | J. Zinn-Justin, U. D. Jentschura, Ann. Phys. 313 (2004) 197–267, arXiv:quant-ph/0501136. Equations (2.1)–(2.8) of §2.1 and the explanation of (2.13)–(2.14) checked |
| The correction factor of Table 4 | Physics | The coefficient (2.19a) of the expansion (2.13) that the same paper states as a conjecture (cited there without proof). On this machine the tendency was checked numerically Computed |
| The Schrödinger equation | Known | E. Schrödinger, “Quantisierung als Eigenwertproblem”, Ann. Phys. 384 (1926) 361–376 (first communication; the time-independent eigenvalue problem), and the fourth communication of the same title, Ann. Phys. 386 (1926) 109–139. The time-dependent form (3) is said to be in the fourth communication (not checked). Bibliographic data only for both |
| The probabilistic interpretation / Stone's theorem / flat directions and discrete spectrum | Known | M. Born, Z. Phys. 37 (1926) 863–867 (attribution from secondary sources) / M. H. Stone, Ann. of Math. 33 (1932) 643–648 / B. Simon, “Some quantum operators with discrete spectrum but classically continuous spectrum”, Ann. Phys. 146 (1983) 209–220 (reference [43] of Jaffe–Witten; the passage treating not checked). Bibliographic data only for all |
| The variational principle, the Poincaré inequality (weighted form), the Poincaré constant of the normal distribution | Known | 1-10 §06, §07, §08 |
| Weyl's criterion, Sturm's oscillation theorem, the uncertainty relation, (11) | Known | Standard facts (not in 1-10; no references given) |
Next chapter: 2-06 The harmonic oscillator and creation and annihilation. Imaginary time continues in 2-07, and the main treatment of the definition of the gap is in 4-11.
← 2-04 Special relativity and spacetimeContents2-06 The harmonic oscillator and creation and annihilation →