computo ergo sum

2026-10-01 · chapter Yang–Mills and the mass gapPart 1 Mathematical preparationLie groups and Lie algebras

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

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.

Order of this chapter
  1. Looking at infinitesimal elements — a curved group and a flat tangent space
  2. Matrix Lie groups and their Lie algebras — the exponential map, dimension
  3. How far the exponential map reaches — one-to-one near the identity / Detour: elements of SL(2, ℝ) it does not reach (moving figure)
  4. The commutator is the second-order term of the mismatch — parallel parking (moving figure), the θ2\theta^2 of 1-02
  5. The structure called a Lie algebra — the Jacobi identity, SU(2) and SO(3), the adjoint
  6. Structure constants — the two conventions of mathematics and physics
  7. The Baker–Campbell–Hausdorff formula — commutators alone determine the product (moving figure)
  8. The Killing form — seeing simple and compact through signs (a figure where you choose table rows)
  9. The Lie algebra inside Yang–Mills — invariant inner products, the number of coupling constants

01

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 g′(0)g'(0) of curves g(t)g(t) in the group with g(0)=Ig(0)=I.

R(t)=(cos⁡t−sin⁡tsin⁡tcos⁡t)=etJ,R′(0)=J=(0−110)R(t)=\begin{pmatrix}\cos t&-\sin t\\ \sin t&\cos t\end{pmatrix}=e^{tJ},\qquad R'(0)=J=\begin{pmatrix}0&-1\\ 1&0\end{pmatrix}

The Lie algebra of the plane rotations SO(2) is the real multiples of JJ (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).

02

Matrix Lie groups and their Lie algebras

Definition A subgroup GG of GL(n,C)\mathrm{GL}(n,\mathbb{C}) (the group of invertible complex n×nn\times n matrices) that is closed (if a sequence of elements converges to an invertible matrix, the limit is also an element of GG) is called a matrix Lie group Known. Its Lie algebra is

g={ X∈Mn(C):for every real t, etX∈G }\mathfrak{g}=\{\,X\in M_n(\mathbb{C}) : \text{for every real } t \text{, } e^{tX}\in G\,\}

and X↦eXX\mapsto e^X is called the exponential map. XX is the velocity of the curve etXe^{tX} starting at the identity ((a) of 1-01 §08). The condition is "for all tt", and eX∈Ge^X\in G alone is not enough. For example, for the group G={I}G=\{I\} consisting only of the identity and X=2πJX=2\pi J, eX=I∈Ge^X=I\in G, but etXe^{tX} for t=14t=\tfrac14 is a 90° rotation and is not in GG.

Example: U(n). Differentiating the condition etX†etX=Ie^{tX^\dagger}e^{tX}=I in t=0t=0 gives X†=−XX^\dagger=-X. Conversely, in that case etXe^{tX} is unitary (1-01 §09). From det⁡etX=ettr⁡X\det e^{tX}=e^{t\operatorname{tr}X}, the condition of determinant 1 becomes tr⁡X=0\operatorname{tr}X=0.

su(n)={X:X†=−X, tr⁡X=0}\mathfrak{su}(n)=\{X : X^\dagger=-X,\ \operatorname{tr}X=0\}

The Lie algebra is a real vector space (multiplying by ii 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.

GroupCondition on group elementsCondition on Lie algebra elementsDimension
SO(n)Real, R⊤R=IR^{\top}R=I, det⁡R=1\det R=1Real, X⊤=−XX^{\top}=-Xn(n−1)/2n(n-1)/2
U(n)U†U=IU^\dagger U=IX†=−XX^\dagger=-Xn2n^2
SU(n)U†U=IU^\dagger U=I, det⁡U=1\det U=1X†=−XX^\dagger=-X, tr⁡X=0\operatorname{tr}X=0n2−1n^2-1
SL(n, ℝ)Real, det⁡g=1\det g=1Real, tr⁡X=0\operatorname{tr}X=0n2−1n^2-1
03

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 log⁡(I+A)=A−A22+A33−⋯\log(I+A)=A-\tfrac{A^2}{2}+\tfrac{A^3}{3}-\cdots (∥A∥<1\lVert A\rVert\lt 1), and a nearby element can be written uniquely as eXe^X with a small XX (exponential coordinates).

Far away, SU(2) reaches every element by the U(θ,n)=exp⁡(−iθ2 n⋅σ)U(\theta,n)=\exp(-\tfrac{i\theta}{2}\,n\cdot\sigma) 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

Detour

A subsection that may be skipped. It is not a prerequisite for later chapters. It is an example of a non-compact group.

X∈sl(2,R)X\in\mathfrak{sl}(2,\mathbb{R}) has the form X=(abc−a)X=\begin{pmatrix}a&b\\ c&-a\end{pmatrix}. As can be checked by multiplying out the entries, X2=(a2+bc)I=−δIX^2=(a^2+bc)I=-\delta I (δ=det⁡X=−a2−bc\delta=\det X=-a^2-bc), 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

tr⁡eX=2cos⁡δ (δ>0),2 (δ=0),2cosh⁡−δ (δ<0)all ≥−2\operatorname{tr}e^X=2\cos\sqrt{\delta}\ (\delta\gt 0),\quad 2\ (\delta=0),\quad 2\cosh\sqrt{-\delta}\ (\delta\lt 0)\qquad\text{all } \ge -2

Hence no eXe^X equals g=diag⁡(−2,−12)g=\operatorname{diag}(-2,-\tfrac12) (determinant 1, trace −2.5) Known. Even so, with the JJ of §01 it can be written as a product of two, g=eπJediag⁡(log⁡2,−log⁡2)g=e^{\pi J}e^{\operatorname{diag}(\log 2,-\log 2)}. ComputedFor 200,000 random XX, the minimum of tr⁡eX\operatorname{tr}e^X was −2.000000.

Figure 1 Moving δ=det⁡X\delta=\det X (horizontal axis) with the slider moves the point tr⁡eX\operatorname{tr}e^X (vertical axis) along the curve. The curve never goes below the dashed line at −2, so it does not reach the trace −2.5 of gg (dotted line). "Play" sweeps δ from −4 to 40.
Examples of XXδ=det⁡X\delta=\det Xtr⁡eX\operatorname{tr}e^X
diag⁡(1,−1)\operatorname{diag}(1,-1) (stretching)−13.08616
E12E_{12} (only the (1, 2) entry is 1; nilpotent)02.00000
3J3J (akin to rotations)9−1.97998
πJ\pi J9.8696−2.00000
ComputedThe numbers in this figure were computed on this machine. The table by numerical computation of the matrix exponential, the curve by computing the closed formula above on the spot (relative difference between the two at most 4.2×10⁻¹⁶).
04

The commutator is the second-order term of the mismatch

Multiplying four etX=I+tX+t22X2+O(t3)e^{tX}=I+tX+\tfrac{t^2}{2}X^2+O(t^3) together, the first-order terms cancel and the second order remains.

etXetYe−tXe−tY=I+t2 [X,Y]+O(t3),[X,Y]=XY−YX(1)e^{tX}e^{tY}e^{-tX}e^{-tY}=I+t^2\,[X,Y]+O(t^3),\qquad [X,Y]=XY-YX \tag{1}

The left-hand side is called the group commutator, and [X,Y][X,Y] the commutator. If [X,Y]≠0[X,Y]\ne0, a path that ought to close after four moves fails to close by an amount of order t2t^2.

Example: parallel parking. Write the group SE(2) of "points with an orientation" in the plane (position (x,y)(x,y), orientation α\alpha) as 3×3 matrices.

g=(cos⁡α−sin⁡αxsin⁡αcos⁡αy001),[J,P]=P⊥g=\begin{pmatrix}\cos\alpha&-\sin\alpha&x\\ \sin\alpha&\cos\alpha&y\\ 0&0&1\end{pmatrix},\qquad [J,P]=P_\perp

JJ is the rotation with the JJ of §01 in the upper left, and PP, P⊥P_\perp are the translation matrices with only the (1, 3) and (2, 3) entries equal to 1. Multiplying etPe^{tP} on the right means "move forward tt in the direction you face", and etJe^{tJ} means "turn left by tt 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 et2[P,J]=e−t2P⊥e^{t^2[P,J]}=e^{-t^2P_\perp} (a translation of t2t^2 to the right) up to third order, and the exact displacement is (t(1−cos⁡t), −tsin⁡t)(t(1-\cos t),\,-t\sin t).

Figure 2 Changing the step tt with the slider changes the displacement after the four moves (dotted line and the label "displacement"). The view is scaled so that a step looks the same length, and the gap shrinking in proportion to tt is the sign that "the displacement is of size t2t^2". "Swap the order" reverses the displacement.
ttForward–back displacement Δx\Delta xSideways displacement Δy\Delta yΔy/t2\Delta y/t^2
0.60.1048−0.3388−0.94107
0.14.996×10⁻⁴−9.983×10⁻³−0.99833
0.015.000×10⁻⁷−1.000×10⁻⁴−0.99998
ComputedThe numbers in this figure were computed on this machine. The table by products of matrix exponentials, differing from the exact formula by at most 2×10⁻¹⁶. The figure computes that formula on the spot.

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 (La)bc=−εabc(L_a)_{bc}=-\varepsilon_{abc} (ε123=1\varepsilon_{123}=1 the totally antisymmetric symbol), Rx=eθL1R_x=e^{\theta L_1}, Ry=eθL2R_y=e^{\theta L_2}, [L1,L2]=L3[L_1,L_2]=L_3. The mismatch D=RyRxRy−1Rx−1D=R_yR_xR_y^{-1}R_x^{-1} has the form of (1), so D=I−θ2L3+O(θ3)D=I-\theta^2L_3+O(\theta^3), a rotation by the angle θ² about the −z axis. ComputedThe difference between log⁡D/θ2\log D/\theta^2 and −L3-L_3 was 0.12 at θ = 10° and 0.012 at 1°.

05

The structure called a Lie algebra

The outline of why g\mathfrak{g} is a vector space closed under commutators Known. Sums: the right-hand side of the Lie product formula et(X+Y)=lim⁡m→∞(etX/metY/m)me^{t(X+Y)}=\lim_{m\to\infty}(e^{tX/m}e^{tY/m})^m (§07) is a sequence of elements of GG, and GG is closed. Commutators: from gesYg−1=es gYg−1ge^{sY}g^{-1}=e^{s\,gYg^{-1}}, etXYe−tX∈ge^{tX}Ye^{-tX}\in\mathfrak{g}; differentiating this in t=0t=0 gives XY−YXXY-YX.

In the definition that forgets matrices, a Lie algebra is a pair of a real vector space and a bilinear operation [⋅,⋅][\cdot,\cdot] satisfying the following (the second is the Jacobi identity).

[X,Y]=−[Y,X],[X,[Y,Z]]+[Y,[Z,X]]+[Z,[X,Y]]=0[X,Y]=-[Y,X],\qquad [X,[Y,Z]]+[Y,[Z,X]]+[Z,[X,Y]]=0

The cross product in three dimensions is also a Lie algebra; L(v)=∑avaLaL(v)=\sum_av_aL_a satisfies L(v)w=v×wL(v)w=v\times w, [L(a),L(b)]=L(a×b)[L(a),L(b)]=L(a\times b).

The Lie algebra sees only the local. Differentiating the double cover ρ:SU(2)→SO(3)\rho:\mathrm{SU}(2)\to\mathrm{SO}(3) of 1-02 at the identity gives a one-to-one linear map su(2)→so(3)\mathfrak{su}(2)\to\mathfrak{so}(3) that preserves commutators (in §06 we see that the structure constants agree). The kernel {±I}\{\pm I\} 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 Ad⁡gX=gXg−1\operatorname{Ad}_gX=gXg^{-1}, and its derivative is ad⁡XY=[X,Y]\operatorname{ad}_XY=[X,Y]. Ad⁡eX=ead⁡X\operatorname{Ad}_{e^X}=e^{\operatorname{ad}_X} holds Known. The gauge field changes under gauge transformations through Ad (3-02). As a representation it is treated in 1-04.

06

Structure constants

Choosing a basis X1,…,XdX_1,\dots,X_d, one can write [Xa,Xb]=∑cfabcXc[X_a,X_b]=\sum_cf_{ab}{}^{c}X_c, and the coefficients ff are called the structure constants. Antisymmetry and the Jacobi identity become conditions on ff Known.

In the physicists' convention (written e−itTe^{-itT}), one writes [Ta,Tb]=ifabcTc[T^a,T^b]=if^{abc}T^c with Hermitian TaT^a, omitting the summation sign over the repeated index cc. Setting Xa=−iTaX_a=-iT^a gives [Xa,Xb]=fabcXc[X_a,X_b]=f^{abc}X_c, so the real ff is the same in the two conventions. Normalising with tr⁡(TaTb)=12δab\operatorname{tr}(T^aT^b)=\tfrac12\delta^{ab} for su(N)\mathfrak{su}(N), fabcf^{abc} is totally antisymmetric (the sign changes when any two indices are swapped). Multiplying the commutator formula by TcT^c and taking the trace gives tr⁡([Ta,Tb]Tc)=i2fabc\operatorname{tr}([T^a,T^b]T^c)=\tfrac{i}{2}f^{abc}, so

fabc=−2i tr⁡([Ta,Tb]Tc)=−2i(tr⁡(TaTbTc)−tr⁡(TbTaTc))f^{abc}=-2i\,\operatorname{tr}\bigl([T^a,T^b]T^c\bigr)=-2i\bigl(\operatorname{tr}(T^aT^bT^c)-\operatorname{tr}(T^bT^aT^c)\bigr)

The trace is cyclic (tr⁡(ABC)=tr⁡(CAB)\operatorname{tr}(ABC)=\operatorname{tr}(CAB) from tr⁡(PQ)=tr⁡(QP)\operatorname{tr}(PQ)=\operatorname{tr}(QP)), so the right-hand side does not change under the cyclic permutation of indices a→b→c→aa\to b\to c\to a, and changes sign under swapping aa and bb. Combining cyclic permutations with one swap produces every permutation, so it is totally antisymmetric. The fabcf^{abc} of su(3)\mathfrak{su}(3) is derived in 1-04.

07

The Baker–Campbell–Hausdorff formula

This is the formula that writes the difference of eAeB≠eA+Be^Ae^B\ne e^{A+B} seen in 1-01 §08 in terms of commutators. When X,YX,Y is small enough, eXeY=eZe^Xe^Y=e^Z gives

Z=X+Y+12[X,Y]+112([X,[X,Y]]+[Y,[Y,X]])−124[Y,[X,[X,Y]]]+⋯(2)Z=X+Y+\tfrac12[X,Y]+\tfrac1{12}\bigl([X,[X,Y]]+[Y,[Y,X]]\bigr)-\tfrac1{24}[Y,[X,[X,Y]]]+\cdots \tag{2}

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 124[X,[Y,[Y,X]]]\tfrac1{24}[X,[Y,[Y,X]]], 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 X+YX+Y 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 {±I}\{\pm I\}).

For X=L(1,0,0.3)X=L(1,0,0.3), Y=L(0.5,1,0)Y=L(0.5,1,0) of so(3)\mathfrak{so}(3) multiplied by tt, we measured the error of (2) truncated at order kk. If the formula is right, the error is proportional to tk+1t^{k+1}.

Figure 3 The difference between log⁡(etXetY)\log(e^{tX}e^{tY}) and formula (2) up to order kk (log–log). The error at order kk lies on a line of slope k+1k+1. Moving tt with the slider shows the error and the error divided by tk+1t^{k+1}.
ttk = 1k = 2k = 3k = 4
10.5610.1162.48×10⁻²1.19×10⁻²
0.15.28×10⁻³1.02×10⁻⁴2.20×10⁻⁶1.10×10⁻⁷
0.015.27×10⁻⁵1.02×10⁻⁷2.20×10⁻¹⁰1.10×10⁻¹²
Error /tk+1/t^{k+1} at t→0t\to00.52740.10170.02200.0110
ComputedThe numbers in this figure were computed on this machine (the difference in the operator norm; the figure embeds 21 points).

The values 0.5274, 0.1017 and 0.0220 in the last row agree with the size of the next term (the 12[X,Y]\tfrac12[X,Y], third-order and fourth-order terms), and the coefficients fitted by a polynomial in tt also agreed with (2) to within 5×10−95\times10^{-9} Computed.

The Lie product formula. From (2), (eX/meY/m)m=exp⁡(X+Y+12m[X,Y]+O(m−2))(e^{X/m}e^{Y/m})^m=\exp\bigl(X+Y+\tfrac1{2m}[X,Y]+O(m^{-2})\bigr), and the error decreases roughly as 1/m1/m. ComputedFor the X,YX,Y above, the errors at mm = 10, 100, 1000 were 4.57×10⁻², 4.57×10⁻³, 4.57×10⁻⁴ (multiplied by mm, all are about 0.457). This formula has an extension to the case where X,YX,Y 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.

08

The Killing form

The Yang–Mills action needs a "squared length" on the Lie algebra that does not change under Ad⁡g\operatorname{Ad}_g (§09). The candidate that can be made from the Lie algebra alone is the Killing form.

B(X,Y)=tr⁡(ad⁡Xad⁡Y),B(Xa,Xb)=∑c,dfadc fbcdB(X,Y)=\operatorname{tr}\bigl(\operatorname{ad}_X\operatorname{ad}_Y\bigr),\qquad B(X_a,X_b)=\sum_{c,d}f_{ad}{}^{c}\,f_{bc}{}^{d}

BB is symmetric, and invariant in the sense B(Ad⁡gX,Ad⁡gY)=B(X,Y)B(\operatorname{Ad}_gX,\operatorname{Ad}_gY)=B(X,Y), B([Z,X],Y)+B(X,[Z,Y])=0B([Z,X],Y)+B(X,[Z,Y])=0 Known. For su(2)\mathfrak{su}(2), ad⁡Xa=La\operatorname{ad}_{X_a}=L_a, so B(Xa,Xb)=tr⁡(LaLb)=−2δabB(X_a,X_b)=\operatorname{tr}(L_aL_b)=-2\delta_{ab}: it is negative definite.

A subspace i\mathfrak{i} is an ideal if [g,i]⊂i[\mathfrak{g},\mathfrak{i}]\subset\mathfrak{i}. Simple means non-commutative with no ideals other than 0 and g\mathfrak{g}, 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 ⇔ BB is non-degenerate. (ii) For the Lie algebra of a compact group, BB is negative semidefinite, and the degenerate directions are exactly the centre (the elements that commute with everything). Conversely, if it is semisimple and BB is negative definite, it is the Lie algebra of a compact group.

Figure 4 Choosing a row of the table below changes the matrix of BB in the basis of that Lie algebra (shade shows size) and the bars of its eigenvalues. A bar below the axis is negative, above it positive, and a circle on the axis is 0.
Lie algebraDimensionSigns of BB (negative, 0, positive)Reading
su(2)\mathfrak{su}(2)3(3, 0, 0)Compact, simple
su(3)\mathfrak{su}(3)8(8, 0, 0)Compact, simple
so(4)\mathfrak{so}(4)6(6, 0, 0)Compact, semisimple (su(2)⊕su(2)\mathfrak{su}(2)\oplus\mathfrak{su}(2))
sl(2,R)\mathfrak{sl}(2,\mathbb{R})3(1, 0, 2)Simple but not compact
u(2)\mathfrak{u}(2)4(3, 1, 0)Degenerate in the direction of the centre iRIi\mathbb{R}I
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)B=0B=0
ComputedThe numbers in this figure were computed on this machine (the matrices of ad built from the structure constants, the matrix of BB and its eigenvalues computed and embedded). The lengths of the bars change with the choice of basis, but the numbers of negative, 0 and positive do not (Sylvester's law of inertia Known; the same numbers under 200 random changes of basis). EjkE_{jk} is the matrix with only the (j,k)(j,k) entry equal to 1.

ComputedThe matrices of ad were built from the structure constants and the signs of the eigenvalues of BB counted, confirming B=2ntr⁡(XY)B=2n\operatorname{tr}(XY) (su(2)\mathfrak{su}(2)–su(4)\mathfrak{su}(4)) and B=(n−2)tr⁡(XY)B=(n-2)\operatorname{tr}(XY) (so(3)\mathfrak{so}(3)–so(5)\mathfrak{so}(5)). The deviation from invariance was at most 1.3×10⁻¹². That so(4)\mathfrak{so}(4) is not simple cannot be read from the signs.

09

The Lie algebra inside Yang–Mills

The symbols dd (exterior derivative), ∧\wedge (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 F=dA+A∧AF=dA+A\wedge A, and writes of the Tr in the expression L=14g2∫Tr⁡F∧∗FL=\tfrac{1}{4g^2}\int\operatorname{Tr}F\wedge{*F}, 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:

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

ItemWhat is saidWhat is not said
Lie algebraThat it is closed under commutators (outline) Known. The second-order term of the group commutator, and the numbers for SE(2) and SO(3) ComputedLie groups as manifolds (after 1-05)
Exponential mapOne-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 ComputedThe proof that it is surjective for compact connected groups is not given (the theorem itself is known)
BCH, Killing formThe 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–MillsThat 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 PhysicsShows nothing about the mass gap or the construction of the theory

Sources and reproduction

ItemKindSource / 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), Ad⁡eX=ead⁡X\operatorname{Ad}_{e^X}=e^{\operatorname{ad}_X}, BCH up to third order, simple and semisimple, the physicists' conventionKnown (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 su(n)\mathfrak{su}(n), 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 authorBibliographic data onlyA. 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 BCHKnown (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 Z4=124[X,[Y,[Y,X]]]Z_4=\tfrac1{24}[X,[Y,[Y,X]]] after formula (1.4)
The Trotter product formulaBibliographic data onlyH. 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 mathematicsBibliographic data onlyE. 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 onlyJ. 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", F=dA+A∧AF=dA+A\wedge A, that formula (1) is called the LagrangianPrimary 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–§08Computed on this machinePython 3.12, NumPy 1.26, SciPy 1.11 (expm, logm). The BCH coefficients by fitting to 20 points of ∣t∣≤0.05|t|\le 0.05. 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. tr⁡eX\operatorname{tr}e^X by the closed formula (relative difference from expm at most 4.2×10⁻¹⁶)
Figures 1–4FiguresPlain JavaScript (Figures 1 and 2 compute formulas on the spot; Figures 3 and 4 embed precomputed values)

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Revised 2026-10-01: first version.