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
Lie groups and Lie algebras — reading a curved group through the space of tangents at the identity
What this chapter shows — That the set of "infinitesimal elements" of a group of matrices becomes a vector space (the Lie algebra), and that the mismatch in the group's multiplication survives as the commutator. How far the exponential map gets back into the group. That the structure constants and the Killing form reflect whether a group is simple and whether it is compact.
Prerequisite chapters — 1-02 What a group is (SO(3), SU(2), the double cover, homomorphisms), and its prerequisite 1-01 (the matrix exponential, Hermitian and unitary). We do not use manifolds and restrict to groups of matrices (general Lie groups can be read after 1-05).
Said first — This chapter is preparation, and shows nothing about the mass gap. Many theorems are cited without proof and carry the "Known" label. The numbers are computations with finite-dimensional matrices, and are not a substitute for proofs.
- Looking at infinitesimal elements — a curved group and a flat tangent space
- Matrix Lie groups and their Lie algebras — the exponential map, dimension
- How far the exponential map reaches — one-to-one near the identity / Detour: elements of SL(2, ℝ) it does not reach (moving figure)
- The commutator is the second-order term of the mismatch — parallel parking (moving figure), the of 1-02
- The structure called a Lie algebra — the Jacobi identity, SU(2) and SO(3), the adjoint
- Structure constants — the two conventions of mathematics and physics
- The Baker–Campbell–Hausdorff formula — commutators alone determine the product (moving figure)
- The Killing form — seeing simple and compact through signs (a figure where you choose table rows)
- The Lie algebra inside Yang–Mills — invariant inner products, the number of coupling constants
Looking at infinitesimal elements
The SO(3) and SU(2) of 1-02 are groups whose elements move continuously with real parameters. As spaces they are curved (SU(2) is the three-dimensional sphere), so we take a first-order approximation only very near the identity. As a metaphor, even on the curved surface of the earth, the map at your feet can be drawn on a plane. To be exact, the Lie algebra is the flat vector space that collects all velocities of curves in the group with .
The Lie algebra of the plane rotations SO(2) is the real multiples of (1-01 §08). The order of multiplication survives in the second-order term (§04), and from that information alone the multiplication near the identity can be recovered (§07). In Yang–Mills theory, gauge transformations take values in the group, and the gauge field in the Lie algebra (3-02).
Matrix Lie groups and their Lie algebras
Definition A subgroup of (the group of invertible complex matrices) that is closed (if a sequence of elements converges to an invertible matrix, the limit is also an element of ) is called a matrix Lie group Known. Its Lie algebra is
and is called the exponential map. is the velocity of the curve starting at the identity ((a) of 1-01 §08). The condition is "for all ", and alone is not enough. For example, for the group consisting only of the identity and , , but for is a 90° rotation and is not in .
Example: U(n). Differentiating the condition in gives . Conversely, in that case is unitary (1-01 §09). From , the condition of determinant 1 becomes .
The Lie algebra is a real vector space (multiplying by makes it Hermitian, which falls outside), and its dimension is called the dimension of the group (the number of "real parameters" in the table of 1-02). The same computation gives the following table Known.
| Group | Condition on group elements | Condition on Lie algebra elements | Dimension |
|---|---|---|---|
| SO(n) | Real, , | Real, | |
| U(n) | |||
| SU(n) | , | , | |
| SL(n, ℝ) | Real, | Real, |
How far the exponential map reaches
Near the identity the exponential map is one-to-one with a continuous inverse Known. The inverse map is the logarithm series (), and a nearby element can be written uniquely as with a small (exponential coordinates).
Far away, SU(2) reaches every element by the of 1-02 (surjective), and shifting θ by 4π gives the same element, so it is not one-to-one. For a compact connected group the exponential map is surjective Known.
Detour: SL(2, ℝ) has elements the exponential does not reach
A subsection that may be skipped. It is not a prerequisite for later chapters. It is an example of a non-compact group.
has the form . As can be checked by multiplying out the entries, (), and this always holds for traceless 2×2 matrices. So, as in the example of 1-01 §08, splitting the series of the exponential into even and odd orders gives
Hence no equals (determinant 1, trace −2.5) Known. Even so, with the of §01 it can be written as a product of two, . ComputedFor 200,000 random , the minimum of was −2.000000.
| Examples of | ||
|---|---|---|
| (stretching) | −1 | 3.08616 |
| (only the (1, 2) entry is 1; nilpotent) | 0 | 2.00000 |
| (akin to rotations) | 9 | −1.97998 |
| 9.8696 | −2.00000 |
The commutator is the second-order term of the mismatch
Multiplying four together, the first-order terms cancel and the second order remains.
The left-hand side is called the group commutator, and the commutator. If , a path that ought to close after four moves fails to close by an amount of order .
Example: parallel parking. Write the group SE(2) of "points with an orientation" in the plane (position , orientation ) as 3×3 matrices.
is the rotation with the of §01 in the upper left, and , are the translation matrices with only the (1, 3) and (2, 3) entries equal to 1. Multiplying on the right means "move forward in the direction you face", and means "turn left by on the spot". As a metaphor, it is a trolley that can turn on the spot but cannot move sideways. To be exact, by (1), "forward → turn left → back → turn right" equals (a translation of to the right) up to third order, and the exact displacement is .
| Forward–back displacement | Sideways displacement | ||
|---|---|---|---|
| 0.6 | 0.1048 | −0.3388 | −0.94107 |
| 0.1 | 4.996×10⁻⁴ | −9.983×10⁻³ | −0.99833 |
| 0.01 | 5.000×10⁻⁷ | −1.000×10⁻⁴ | −0.99998 |
The reason for the θ² of 1-02. In 1-02 §04, the mismatch between rotations about the x and y axes applied in opposite orders had an angle close to θ² and an axis almost along −z. With the generators ( the totally antisymmetric symbol), , , . The mismatch has the form of (1), so , a rotation by the angle θ² about the −z axis. ComputedThe difference between and was 0.12 at θ = 10° and 0.012 at 1°.
The structure called a Lie algebra
The outline of why is a vector space closed under commutators Known. Sums: the right-hand side of the Lie product formula (§07) is a sequence of elements of , and is closed. Commutators: from , ; differentiating this in gives .
In the definition that forgets matrices, a Lie algebra is a pair of a real vector space and a bilinear operation satisfying the following (the second is the Jacobi identity).
The cross product in three dimensions is also a Lie algebra; satisfies , .
The Lie algebra sees only the local. Differentiating the double cover of 1-02 at the identity gives a one-to-one linear map that preserves commutators (in §06 we see that the structure constants agree). The kernel is two separated points and does not appear near the identity; the difference between 720° and 360° is global and is not reflected in the Lie algebra.
The adjoint. The group acts on the Lie algebra by , and its derivative is . holds Known. The gauge field changes under gauge transformations through Ad (3-02). As a representation it is treated in 1-04.
Structure constants
Choosing a basis , one can write , and the coefficients are called the structure constants. Antisymmetry and the Jacobi identity become conditions on Known.
- : .
- : with (the Pauli matrices, 1-02 §05), Computed. The constants are the same, so is the isomorphism of §05, and the of 1-02 is .
In the physicists' convention (written ), one writes with Hermitian , omitting the summation sign over the repeated index . Setting gives , so the real is the same in the two conventions. Normalising with for , is totally antisymmetric (the sign changes when any two indices are swapped). Multiplying the commutator formula by and taking the trace gives , so
The trace is cyclic ( from ), so the right-hand side does not change under the cyclic permutation of indices , and changes sign under swapping and . Combining cyclic permutations with one swap produces every permutation, so it is totally antisymmetric. The of is derived in 1-04.
The Baker–Campbell–Hausdorff formula
This is the formula that writes the difference of seen in 1-01 §08 in terms of commutators. When is small enough, gives
The terms up to third order are in Hall and Kirillov Known. The fourth-order term appears in the paper of Casas and Murua in the form , and by the Jacobi identity it equals the form of (2) Known. The fourth-order coefficient was also checked numerically on this machine (Figure 3 and the table below) Computed.
Everything beyond is nested commutators, and the coefficients do not depend on the group Known. So the multiplication near the identity is determined by the Lie algebra. A connected group is generated by products of elements near the identity, so if the group is known as a space, the operation is determined too Known. However, the Lie algebra alone does not determine the group itself. SU(2) and SO(3) have the same Lie algebra but are different as groups. The difference lies in the global part seen in §05 (the kernel ).
For , of multiplied by , we measured the error of (2) truncated at order . If the formula is right, the error is proportional to .
| k = 1 | k = 2 | k = 3 | k = 4 | |
|---|---|---|---|---|
| 1 | 0.561 | 0.116 | 2.48×10⁻² | 1.19×10⁻² |
| 0.1 | 5.28×10⁻³ | 1.02×10⁻⁴ | 2.20×10⁻⁶ | 1.10×10⁻⁷ |
| 0.01 | 5.27×10⁻⁵ | 1.02×10⁻⁷ | 2.20×10⁻¹⁰ | 1.10×10⁻¹² |
| Error at | 0.5274 | 0.1017 | 0.0220 | 0.0110 |
The values 0.5274, 0.1017 and 0.0220 in the last row agree with the size of the next term (the , third-order and fourth-order terms), and the coefficients fitted by a polynomial in also agreed with (2) to within Computed.
The Lie product formula. From (2), , and the error decreases roughly as . ComputedFor the above, the errors at = 10, 100, 1000 were 4.57×10⁻², 4.57×10⁻³, 4.57×10⁻⁴ (multiplied by , all are about 0.457). This formula has an extension to the case where are unbounded operators (on an infinite-dimensional Hilbert space, 1-10), called the Trotter product formula Known. That slicing time finely in the path integral takes this form is seen in 2-07.
The Killing form
The Yang–Mills action needs a "squared length" on the Lie algebra that does not change under (§09). The candidate that can be made from the Lie algebra alone is the Killing form.
is symmetric, and invariant in the sense , Known. For , , so : it is negative definite.
A subspace is an ideal if . Simple means non-commutative with no ideals other than 0 and , and semisimple means a direct sum of simple ones (the standard definition takes another form, known to be equivalent to this: Kirillov Definition 6.19, Corollary 6.43). The following are known Known. (i) Cartan's criterion: semisimple ⇔ is non-degenerate. (ii) For the Lie algebra of a compact group, is negative semidefinite, and the degenerate directions are exactly the centre (the elements that commute with everything). Conversely, if it is semisimple and is negative definite, it is the Lie algebra of a compact group.
| Lie algebra | Dimension | Signs of (negative, 0, positive) | Reading |
|---|---|---|---|
| 3 | (3, 0, 0) | Compact, simple | |
| 8 | (8, 0, 0) | Compact, simple | |
| 6 | (6, 0, 0) | Compact, semisimple () | |
| 3 | (1, 0, 2) | Simple but not compact | |
| 4 | (3, 1, 0) | Degenerate in the direction of the centre | |
| The Lie algebra of SE(2) | 3 | (1, 2, 0) | Degenerate on the ideal of translations |
| Heisenberg (upper triangular with zero diagonal) | 3 | (0, 3, 0) |
ComputedThe matrices of ad were built from the structure constants and the signs of the eigenvalues of counted, confirming (–) and (–). The deviation from invariance was at most 1.3×10⁻¹². That is not simple cannot be read from the signs.
The Lie algebra inside Yang–Mills
The symbols (exterior derivative), (wedge product), (Hodge dual) and the integration of forms are defined in 1-06. Here we only look at where Tr appears.
Jaffe and Witten's description of the problem replaces U(1) by a compact group G, takes the curvature to be , and writes of the Tr in the expression , which it calls the Lagrangian (integrated over spacetime, so in this book's words it is the action, 2-01), that it is “an invariant quadratic form on the Lie algebra of G”. In this chapter's words:
- Values of the field: the gauge field has at each point and in each direction ( is the number of a direction of spacetime). The components of can be written with the commutator , which vanishes for U(1). The coefficient in front depends on the convention for components ( and so on), so the exact form is left to 3-02.
- Invariant: gauge transformations act through Ad, so the action needs a form invariant in the sense of §08.
- Compact: for , if then . The energy is bounded below as a sum of squares; if signs are mixed, directions of negative energy appear Physics (3-03).
- Simple: on a compact simple Lie algebra ( and so on), the invariant symmetric bilinear form is unique up to a constant multiple Known. This is because it stays simple under complexification (extending real coefficients to complex; for , ), and on a complex simple Lie algebra uniqueness follows from Schur's lemma. "Simple" alone is not enough. regarded as a real Lie algebra is simple, but the real and imaginary parts of its Killing form are separate invariant forms. The constant of the unique form is absorbed into the coupling constant (as is the difference in the normalisation of Tr). For a constant enters for each factor, and the Standard Model SU(3)×SU(2)×U(1) has three coupling constants (3-07).
Next is 1-04 SU(2) and SU(3): the Pauli matrices and Gell-Mann matrices, the adjoint representation, the list of compact simple groups.
What this chapter can say
| Item | What is said | What is not said |
|---|---|---|
| Lie algebra | That it is closed under commutators (outline) Known. The second-order term of the group commutator, and the numbers for SE(2) and SO(3) Computed | Lie groups as manifolds (after 1-05) |
| Exponential map | One-to-one locally Known. Surjective for SU(2) (the formula of 1-02), not surjective for SL(2, ℝ) (the trace formula of §03) Known. A check with 200,000 random elements Computed | The proof that it is surjective for compact connected groups is not given (the theorem itself is known) |
| BCH, Killing form | The coefficients up to third order and the fourth-order coefficient Known. The numbers for the fourth-order coefficient, the order of the error and the signs in the table Computed. That the Lie algebra does not determine the group itself (SU(2) and SO(3)) | The general term and the domain of convergence, and proofs of Cartan's criterion and of compactness, are not given (the theorems themselves are known) |
| Yang–Mills | That the action needs an invariant quadratic form (primary source). That for compact simple it is unique up to a constant multiple Known. Positive definiteness and energy Physics | Shows nothing about the mass gap or the construction of the theory |
Sources and reproduction
| Item | Kind | Source / tool |
|---|---|---|
| Definitions, the table of §02, closure under commutators, the Lie product formula and its extension to the Trotter product formula, local one-to-oneness, the image for SL(2, ℝ), , BCH up to third order, simple and semisimple, the physicists' convention | Known (text checked) | B. C. Hall, “An Elementary Introduction to Groups and Representations”, arXiv:math-ph/0005032 (2000). Definitions 2.2 and 3.13, the example in Chapter 3 §5, Theorem 3.9 and the remark just after it (the extension to unbounded operators and the pointer to Reed–Simon), Theorems 3.16 and 3.23, formula (3.17), Chapter 3 Exercise 15, Chapter 4, Chapter 6 §7 |
| Surjectivity for compact connected groups, the universality of BCH and its terms up to third order, that the operation is determined by the Lie algebra with the proviso "the group itself is not determined", the complexification of , the Killing form, Cartan's criterion, the definition of semisimple and the decomposition into direct sums, compactness and negative definiteness, uniqueness of invariant forms (for complex simple Lie algebras) | Known (text checked) | A. Kirillov Jr., Introduction to Lie Groups and Lie Algebras (lecture notes; PDF made public on a page of Stony Brook University, the author's institution; the PDF was created in 2005). Numbers are those of the lecture-note version (they may differ from the book version). Remark 3.8 (worded “for compact Lie groups”; the text is read as being about the component containing the identity, that is, connected groups), Theorem 3.34, formula (3.15), Corollary 3.35 and the remark after it, Example 3.54, Exercise 4.4, Definitions 6.19, 6.20 and 6.34, Example 6.35, Theorem 6.37, Corollary 6.43, Theorem 6.49 |
| The book version by the same author | Bibliographic data only | A. Kirillov Jr., An Introduction to Lie Groups and Lie Algebras, Cambridge Studies in Advanced Mathematics 113, Cambridge University Press (2008) |
| The fourth-order term of BCH | Known (text checked) | F. Casas, A. Murua, “An efficient algorithm for computing the Baker–Campbell–Hausdorff series and some of its applications”, J. Math. Phys. 50 (2009) 033513, arXiv:0810.2656. The after formula (1.4) |
| The Trotter product formula | Bibliographic data only | H. F. Trotter, “On the product of semi-groups of operators”, Proc. Amer. Math. Soc. 10 (1959) 545–551 / M. Reed, B. Simon, Methods of Modern Mathematical Physics, Vol. I (Academic Press, 1972) §VIII.8 (section as pointed to by Hall). Bibliographic data checked in Crossref |
| A primary source treating the path integral (Feynman integral) as mathematics | Bibliographic data only | E. Nelson, “Feynman Integrals and the Schrödinger Equation”, J. Math. Phys. 5 (1964) 332–343 (bibliographic data checked in Crossref; the relation to the form that slices time is in 2-07) |
| That the numbers of signs do not depend on the basis (Sylvester's law of inertia) | Bibliographic data only | J. J. Sylvester, “A demonstration of the theorem that every homogeneous quadratic polynomial is reducible by real orthogonal substitutions to the form of a sum of positive and negative squares”, The London, Edinburgh, and Dublin Philosophical Magazine and Journal of Science 4 (1852) 138–142 (bibliographic data checked in Crossref) |
| That the Tr of the action is "an invariant quadratic form on the Lie algebra of G", , that formula (1) is called the Lagrangian | Primary source (text checked) | A. Jaffe, E. Witten, “Quantum Yang–Mills Theory”, the official description of the problem by the Clay Mathematics Institute (PDF; no year given in the text; the announcement of the prize in 2000 checked on the Clay page). In: J. Carlson, A. Jaffe, A. Wiles (eds.), The Millennium Prize Problems, American Mathematical Society / Clay Mathematics Institute (2006) (bibliographic data checked in Open Library; page numbers not checked) |
| Tables of Figures 1–4, the numbers of §03, §04 and §06–§08 | Computed on this machine | Python 3.12, NumPy 1.26, SciPy 1.11 (expm, logm). The BCH coefficients by fitting to 20 points of . The Killing form built from structure constants found by least squares; invariance checked with 50 random pairs of elements, the numbers of signs with 200 random changes of basis. by the closed formula (relative difference from expm at most 4.2×10⁻¹⁶) |
| Figures 1–4 | Figures | Plain JavaScript (Figures 1 and 2 compute formulas on the spot; Figures 3 and 4 embed precomputed values) |
← 1-02 What a group isContents1-04 SU(2) and SU(3) →