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
Lagrangians and the action — motion can be written as a stationary point of "one number attached to the whole path"
What this chapter shows — That the equations of motion can be written as the stationarity condition of the action. That the Euler–Lagrange equations come out of it. That continuous symmetries give conserved quantities (Noether's theorem), and local symmetries give constraints.
Prerequisite chapters — 1-01 Vector spaces and linear maps (rotation matrices, eigenvalues of real symmetric matrices). Otherwise, multivariable calculus and Newton's equation of motion.
Said first — We restrict to finitely many degrees of freedom (fields are in 2-02, the Yang–Mills action in 3-03). The proofs stay within smooth paths and variations with fixed ends. We do not answer why the action principle holds.
- Why start from the action — three advantages
- The action, a single number — the integral of kinetic energy − potential energy
- Shifting the path a little — discretised, a function of many variables (Figure 1)
- The Euler–Lagrange equations — one integration by parts; no choice of coordinates
- Not necessarily a minimum — eigenvalues and conjugate points (with computations)
- Noether's theorem — conserved quantities from symmetries (Figure 2)
- Detour: the discretised action has Noether too — why angular momentum is conserved exactly
- Local symmetries give constraints — a foretaste of gauge theory
Why start from the action
Newton's equation of motion is a local rule that fixes the acceleration at each moment. In this chapter we write the same motion in another form. Fix the start and the arrival, and give the whole path between them a single number (the action). The actual motion is chosen as the path for which does not change at first order when the path is shifted slightly. This is the action principle (also called the principle of least action).
There are three advantages. It does not depend on coordinates (§04). Conservation laws come out automatically from symmetries (§06). It is the language of field theory: Yang–Mills theory is defined by an action, the integral of (3-03), and the path integral too sums over paths with the action in the exponent (2-07).
As a metaphor, the equation of motion is "step-by-step directions", and the action principle is the view of "comparing whole routes on a map". To be exact, for systems with conservative forces both give the same equation (§04), and the only difference is what is easy to see.
The action, a single number
For a particle on a line, let be its position at time , its velocity, its mass and the potential energy. The Lagrangian is the kinetic energy minus the potential energy, a different quantity from the energy, which is their sum. The number obtained by integrating it along the path is the action.
The square brackets show that it is a map that takes a whole path and returns a number (a functional).
Example. Take , , and ends , . For the uniform path , . For the detour joining the same ends, . Taking a detour increases the action.
Shifting the path a little
An extremum of a function was a point where the first-order change under a small change of the variable is 0. For the action we move the path. Taking a function that vanishes at the ends, is an ordinary function of the real number . The action principle is the requirement " for every with fixed ends", and a path satisfying it is called a stationary point.
Discretised, it becomes a function of finitely many variables
Dividing time into equal parts (step ), making the path a broken line and approximating the integral by the trapezoidal rule, the action becomes a function of many variables, the intermediate positions (the ends , fixed).
The action principle becomes "the gradient is 0", and this is a difference version of (used again in §07).
Example: a particle on a spring
Take , , time length , and ends , . The solution of the equation of motion is (cl stands for "classical path"). For the shift (), the action is a quadratic in .
The absence of a first-order term is what "stationary" means. The second-order term comes from . Moving in Figure 1 moves the action along a parabola, with slope 0 at .
ComputedThe curves draw the formula above in the browser, and the formula was checked against numerical integration on this machine (Table 1). The dotted line is the classical path, and the dots are the variables when discretised with .
| Coefficient of the second-order term | ||||
|---|---|---|---|---|
| 0.5 | 1 | 1.5708 | 3.4213 | +1.851 |
| 1.0 | 1 | 0.0000 | 0.0000 | 0 |
| 1.5 | 1 | −4.7124 | −7.7966 | −3.084 |
| 1.5 | 2 | −4.7124 | −0.3944 | +4.318 |
ComputedThe difference between numerical integration by Simpson's rule (20000 intervals) and the formula is at most . The first-order coefficient is also at most .
The Euler–Lagrange equations
We compute the condition of §03 without discretising. Differentiate with respect to and integrate the second term by parts (the boundary term vanishes because at the ends).
If this is 0 for every , the bracket is 0 at each time (the bracket is continuous, so if it is positive somewhere it is positive nearby, and taking a positive only nearby makes the integral positive: the fundamental lemma of the calculus of variations). This gives the Euler–Lagrange equations. With several degrees of freedom there is one for each component.
Example. If , then : Newton's equation for a conservative force itself.
No choice of coordinates
This derivation does not use what represents. It may be an angle (generalised coordinates), and equations of the same form hold Known. This is because the same path gets the same action whatever the coordinates (1-05). Writing a pendulum with the angle , gives . The tension does not appear.
Adding to does not change the equations (the action changes only by a quantity fixed by the end values) Known. The θ term of Yang–Mills theory is the four-dimensional version of this, with the form of a four-dimensional divergence (a total divergence) instead of a total time derivative. To be exact, the θ term does not change the classical equations, but it matters in quantum theory through the topology of the field (3-05).
Not necessarily a minimum
The action principle asks only that the first-order change be 0; whether it is a minimum is decided by the second-order term. In the example of §03 it is the sign of the coefficient . If it is positive for every , and a general , expanded in a sine series, splits into a sum over each , so the classical path really is a minimum (because the action is quadratic).
When exceeds , the coefficient of becomes negative, and in that direction the action decreases (a saddle point). Moving either side of 1 in Figure 1 turns the parabola of over. At exactly , moving in the direction of does not change the action (it increases in the direction of ), and the solutions joining the same ends form a family . In general, a time at which a family of nearby solutions leaving the same point at time 0 gathers again at one point is called a conjugate point of 0 Known. The conjugate points in this example are , and is the case where the final time falls exactly on the first conjugate point.
The second-order term is an eigenvalue problem for a matrix
Discretised, the second-order term is the Hessian matrix . It is real symmetric, so it can be diagonalised (1-01), and a local minimum means all eigenvalues are positive. The number of negative eigenvalues is the number of directions in which the action can be reduced, called the Morse index (here a name for the discretised matrix). For the harmonic oscillator is tridiagonal (diagonal , neighbours ); its eigenvalues divided by approach , and of them are negative.
| Number of negative eigenvalues | Smallest eigenvalue | ||
|---|---|---|---|
| 0.50 | 0 | 7.4020 | 7.4022 |
| 1.05 | 1 | −1.0118 | −1.0116 |
| 2.50 | 2 | −51.8156 | −51.8154 |
| 3.20 | 3 | −91.1953 | −91.1951 |
ComputedAll eigenvalues found with numpy's eigvalsh. With the numbers are the same, and the smallest eigenvalues differ by about 0.02.
Without discretising too, the directions that reduce the action in this example are those among with , and their number equals the number of conjugate points in . This is an instance of the Morse index theorem (the number of negative directions of the second-order term equals the number of conjugate points in , counted with multiplicity) Known.
This view is extended to infinite dimensions in 1-10. The smallest eigenvalue here (of the second-order term of the action) and the mass gap of 4-11 (the gap in the spectrum of the Hamiltonian) are different things.
Noether's theorem
If does not contain the coordinate , (EL) says that (the conjugate momentum) is conserved. , a central force written in polar coordinates, does not contain , and the angular momentum is conserved. Noether's theorem is this detached from coordinates.
For transformations labelled continuously by a real number and equal to the identity at (translations, rotations by the angle ), let be the direction of motion. Noether's theorem: if for every path, then the following is constant along the motion Known.
Proof. Differentiating the assumption with respect to gives . Replacing by using (EL), the left-hand side is the derivative of a product . ∎
| Transformation that does not change the action | Conserved quantity | |
|---|---|---|
| Translation | Component of momentum | |
| Rotation in the plane | Angular momentum | |
| Translation in time () | — | Energy |
The third row follows by differentiating directly, from ().
Checking with a figure: breaking the symmetry removes the conserved quantity
Give a particle in the plane () the potential in polar coordinates. If it is rotationally symmetric, and is conserved. With the rotations that leave unchanged are only multiples of 90°, and the symmetry drops to a discrete one. There are no infinitesimally small transformations for the theorem to use, so the theorem says nothing, and in fact is not conserved. does not depend on time, so is conserved.
ComputedInitial position , velocity . The orbit is computed by the browser with the velocity Verlet method (), and Table 3 gives the values from running the same procedure on this machine (1.4e−14 means ). The two bands on the right have the same vertical scale.
| Minimum of | Range of | |||
|---|---|---|---|---|
| 0 | 0.01 | 0.9000 | 1.4e−14 | 2.0e−5 |
| 0 | 0.005 | 0.9000 | 1.6e−14 | 5.0e−6 |
| 0.1 | 0.01 | 0.8581 | 0.080 | 2.8e−5 |
| 0.3 | 0.01 | −1.0152 | 2.03 | 4.3e−5 |
| 0.5 | 0.01 | −1.0938 | 2.19 | 5.8e−5 |
For and even the sign of changes, and the particle reverses its direction of rotation partway. The deviation of is about , and looks flat in the figure.
Detour: the discretised action has Noether too
A section you may skip.
Figure 2 is computed step by step with step size . Here position and velocity are vectors in the plane (; the of §03 were numbers), and they are advanced by the velocity Verlet method using the force .
Even so, in Table 3 at , is constant to the level of rounding error, while the energy deviates by . There is a reason.
Eliminating the velocity gives . This is exactly the stationarity condition of the discretised action of §03 carried over to the plane Known (Hairer–Lubich–Wanner 2003, §1.6; this form is called the Störmer–Verlet method, and the velocity Verlet method is one way of writing it). If is rotationally symmetric, the discretised action too is unchanged by a simultaneous rotation, the computation of §06 goes through with differences, and the following is constant regardless of .
Here . It can also be checked directly. Multiplying the stationarity condition by on the left, for a central force is parallel to , so the right-hand side vanishes and remains. is times the area of the triangle made by the origin and two neighbouring points, so the area swept in each step is constant.
This is exactly the of Table 3. The first two update formulas give . For a central force is parallel to , so , hence . Theorem 3.5 of the same paper shows in general that quadratic conserved quantities such as angular momentum are preserved exactly by this method Known. And §1.3, citing Feynman's lectures, notes that the argument by which the "Principia" showed Kepler's second law has the same form as one way of writing this method (half a step at constant velocity, a kick towards the centre, half a step at constant velocity).
On the other hand, time has been discretised, so it can be shifted only by integer multiples of . The theorem does not work for discrete symmetries, and energy is not conserved exactly. However, if the formula for the energy (a function of position and velocity) is smooth and the numerical solution stays within some bounded region, the following has been shown for any positive integer Known (ibid. Theorem 5.1; and do not depend on and ).
The second term is at most if . Taking large, the error stays of order up to very long times, high powers of . It is not a theorem about infinite time. In Table 3, halving makes the deviation about 1/4.
"Keep the symmetry you want to keep exactly, as a symmetry of the discretised action" is also the starting point of Wilson's method in lattice gauge theory (5-01). What is kept exactly there is gauge symmetry, and what is broken are the continuous rotations and translations of spacetime (four dimensions turned into imaginary time; 4-02). The 90° rotations of the lattice directions and translations by the lattice spacing remain.
Local symmetries give constraints
The of §06 was a constant (a global symmetry). A symmetry under which the action is unchanged even when transforming by a that differs from time to time is a local symmetry, and it is at the centre of gauge theory (3-01). We look at a toy with two variables, and .
For any , does not change. appears without time derivatives, so its equation is a constraint.
The second is the derivative of the first, and only one is independent. remains as an arbitrary function that the equations do not fix. Noether's second theorem (1918) states that when the action is unchanged under transformations containing arbitrary functions, some of the Lagrange equations follow from the rest Known. To be exact, as many identities as there are arbitrary functions hold among the left-hand sides of the Lagrange equations and their derivatives. In this toy the arbitrary function is the one , and the identity is also one: "the left-hand side for is the time derivative of the left-hand side for ". The made by (N) from a constant is, far from conserved, constrained to be 0.
In electromagnetism the scalar potential plays the role of , the vector potential the role of , and Gauss's law plays the role of the equation for (2-03, 4-01). To be exact, in electromagnetism becomes a function at each point , shifts by and by ((G) of 2-03; the sign of the shift of is opposite to the of the toy). The degrees of freedom the equations do not fix are a redundancy of description, and handling them is one of the big problems of quantising Yang–Mills theory (4-08).
The toy itself has no physical content (the only solution is , with arbitrary).
What this chapter can say
| Matter | What is said | What is not said |
|---|---|---|
| The Euler–Lagrange equations | KnownDerived for smooth paths with fixed ends | Variations with moving ends, the general theory of constraints |
| Stationary and minimum | ComputedFor the harmonic oscillator, a minimum if , a saddle point beyond (Tables 1 and 2) | The general theory of conjugate points (Jacobi's condition, the proof of the Morse index theorem) |
| Noether's first theorem | KnownProved for finitely many degrees of freedom when is exactly invariant | The case where changes by a total derivative, the form in field theory (2-02) |
| Numerical observation | ComputedIn one example (), the fluctuation and conservation of and the error of were observed (Table 3) | Not a general claim. Long-time estimates rely on theorems in the literature |
| Noether's second theorem | The redundancy of equations and constraints seen in one toy | The general proof and the form in field theory (3-01) |
| The origin of the action principle | — | Physics2-07 |
Sources and reproduction
| Item | Kind | Source / tools |
|---|---|---|
| (EL), generalised coordinates, (N) | KnownTextbook | L. D. Landau, E. M. Lifshitz, Mechanics, 3rd ed., Pergamon Press, 1976. Bibliographic data only |
| Noether's two theorems | KnownPrimary source | E. Noether, Invariante Variationsprobleme, Nachr. Ges. Wiss. Göttingen, Math.-phys. Kl. (1918) 235–257. English translation M. A. Tavel, Invariant variation problems, Transport Theory and Statistical Physics 1(3) (1971) 186–207, doi:10.1080/00411457108231446, arXiv:physics/0503066 (Theorems I and II of §1 checked) |
| Second variation, conjugate points | KnownTextbook | D. Liberzon, Calculus of Variations and Optimal Control Theory, Princeton University Press, 2012, doi:10.1515/9781400842643 (Jacobi's condition and conjugate points checked in §2.6.2 of the pre-publication version). I. M. Gelfand, S. V. Fomin, Calculus of Variations, 1963. Bibliographic data only |
| The Morse index theorem | KnownTextbook | J. Milnor, Morse Theory, Annals of Mathematics Studies 51, Princeton University Press, 1963 (§15 Theorem 15.1 checked; what is stated is the case of geodesics) |
| On the Störmer–Verlet method of §07 | KnownReview | E. Hairer, C. Lubich, G. Wanner, Acta Numerica 12 (2003) 399–450, doi:10.1017/S0962492902000144 (§1.3, §1.6, Theorems 3.5 and 5.1 checked) |
| Variational integrators | KnownReview | J. E. Marsden, M. West, Acta Numerica 10 (2001) 357–514. Bibliographic data only |
| Tables 1, 2, 3 | Computed | python3 + numpy (the record kept on this machine). action_scan.py (Simpson's rule), hessian.py (eigvalsh), noether_verlet.py (the velocity Verlet method; Figure 2 runs the same procedure in the browser) |
Next chapter: 2-02 The idea of a field (replacing by a field , the degrees of freedom become infinitely many).
← 1-12 Detour: what happens only in four dimensionsContents2-02 The idea of a field →