Universidad avanzadaGeometry & TopologyLección disponible
Matrix groups and continuous symmetry
Groups of matrices as both algebraic and geometric objects: O(n), SO(n), U(n), SU(2), SL(2, ℝ) and the Euclidean group; rotations and quaternions, the double cover SU(2) → SO(3), the matrix exponential, one-parameter subgroups and the tangent space at the identity.
math.geom.matrix-groups
Se basa en
Requisitos previos obligatorios, hasta el fondo: 41
Aprenderás a
- Identify the classical matrix groups and decide which are compact and which are connected.
- Use unit quaternions to describe rotations of ℝ³ and construct the two-to-one homomorphism SU(2) → SO(3).
- Compute matrix exponentials and show that t ↦ exp(tX) is a one-parameter subgroup whose tangent vector is X.
Definición
- O(n) = {A ∈ ℝⁿˣⁿ : AᵀA = I} and SO(n) = {A ∈ O(n) : det A = 1}.
- U(n) = {A ∈ ℂⁿˣⁿ : A*A = I} and SU(n) = {A ∈ U(n) : det A = 1}.
- The matrix exponential is exp(X) = Σ_{k≥0} Xᵏ / k!, which converges for every square matrix X.
- The Lie algebra of a matrix group G is the set of matrices X with exp(tX) ∈ G for all real t.
Teorema
- Every element of SO(3) is a rotation about some axis (Euler's rotation theorem).
- SU(2) is homeomorphic to the 3-sphere, and there is a surjective homomorphism SU(2) → SO(3) with kernel {±I}.
- det(exp X) = e^{tr X}, so exp maps trace-zero matrices into SL(n).
- The Lie algebra of SO(n) is the space of skew-symmetric n × n matrices.
Errores frecuentes
- Thinking exp(X + Y) = exp(X) exp(Y) for all matrices; this holds when X and Y commute but fails in general.
- Believing rotations of ℝ³ commute like rotations of the plane; SO(3) is non-abelian.
Conduce a
Descubrimientos opcionales
- Mathematical foundations of quantum mechanics Spin-½ particles are described by representations of SU(2), the double cover of the rotation group SO(3); this is why rotating an electron's state by 2π multiplies it by −1.
- Functors Taking the tangent space at the identity turns a homomorphism of matrix groups into a linear map of Lie algebras, compatibly with composition: a functor from matrix groups to Lie algebras.
- ← Symmetry: slides, turns and flips
Itinerarios de aprendizaje
Lecturas complementarias
- John Stillwell, Naive Lie Theory (2008)
- Andrew Baker, Matrix Groups: An Introduction to Lie Group Theory (2002)