Matrix exponential determinant identity 2026-10-07
The determinant is a smooth Lie group homomorphism from the real general linear group to . Its derivative at the identity is the trace, and the flow-defined exponential on is the ordinary scalar exponential. Naturality of the Lie group exponential therefore proves the identity without diagonalizability assumptions. The series is the flow-defined matrix exponential because it solves , , and has inverse .
Naturality of the Lie group exponential 2026-10-07
For a Lie group homomorphism , the image of the integral curve through the identity of a left-invariant vector field is the integral curve of the field induced by its differential. Uniqueness of integral curves of a vector field identifies the curves for all times. Evaluating at time one gives the formula. Completeness of invariant fields follows from left translation and repetition of a local integral curve, independently of a matrix-series formula.
Past exam of the mathematics course of the University of Cambridge 2012 iii Paper 17 3 Solution Created 2026-10-03 Updated 2026-10-07
The Lie algebra of a Lie group is the vector space equipped with the bracket transferred from left-invariant vector fields. For , write . A field is left-invariant when for all . Given , defineThis is smooth and left-invariant, because and the chain rule applies. Conversely a left-invariant field is determined by its value at , through this formula. Thusis a vector-space isomorphism, whose inverse is evaluation at the identity.
The Lie bracket of vector fields is preserved by diffeomorphisms: on functions this follows by transporting the commutator of derivations. Therefore the bracket of two left-invariant fields is again left-invariant. Define . Bilinearity, antisymmetry and the Jacobi identity follow from the same properties of commutators of derivations. This supplies the asserted Lie algebra structure.
For the general linear group , invertible matrices form an open subset of , so . The left-invariant field determined by is . Its ambient derivative is . Therefore differentiating left-invariant matrix fields givesHenceThis is the general linear Lie algebra, with the ordinary matrix commutator; right invariance with the same identification would give the opposite sign.
Now let be a smooth Lie group homomorphism. It sends the identity to the identity and induces the linear mapSince , differentiation givesThese fields are -related; no injectivity or surjectivity of is needed. For every smooth function on ,Apply this first with and then with , and subtract the reversed order. The result isAt , smooth functions detect tangent vectors, soThis proves that the differential of a Lie group homomorphism preserves Lie brackets, and hence that is a Lie algebra homomorphism.
For the exponential identity, let be the integral curve of through . Left invariance and uniqueness show for small times: translating the curve through gives the curve through . Repeating this identity extends the curve to all real times. This proves completeness of left-invariant vector fields without assuming that an arbitrary smooth field is complete. Rescaling the parameter also gives . By the definition of the Exponential map of a Lie group, .
The field-related identity shows that is an integral curve of starting at . By uniqueness it equals for all times. At time one,This is the naturality of the Lie group exponential.
Apply this to the determinant homomorphism . The derivative of the determinant at issince the permutation formula gives . The left-invariant field on with initial tangent is ; its curve through one solves , hence is . The matrix exponential determinant identity therefore follows from naturality:This argument uses only the flow definition of the exponential and the scalar exponential, not an unproved matrix formula.
To identify it explicitly with the usual matrix exponential, the series converges in operator norm, uniformly with its differentiated series on bounded intervals. Termwise differentiation gives and . The series commutes with , and differentiating gives zero, so . Thus stays in and, by uniqueness, is the integral curve of through . The matrix series is exactly the flow-defined exponential, justifying either notation in the determinant identity.