The Adjoint representation of a Lie algebra acts on the algebra itself: . In the basis , its matrices areFor any algebra element , the Jacobi identity givesTherefore the matrices satisfy the same Lie bracket relations:This construction does not require that the algebra be simple or that the adjoint action be faithful.
For the field calculation, write and . In the derivative-plus-connection convention the Yang-Mills field strength isThe sign of the parameter here is the negative of the matter-field parameter in the usual gauge transformation in the derivative-plus-connection convention. Work with the stated throughout. Expanding the variation givesThe second derivatives cancel by commutativity of partial derivatives, and all remaining derivatives of cancel by antisymmetry of the Lie bracket. The Jacobi identity makes the last two terms . HenceUnlike the connection, the curvature has no inhomogeneous derivative term: it transforms in the Adjoint representation.
The quadratic form is the Killing form. Its symmetry follows from cyclicity of the matrix trace. Using the just-proved adjoint commutators,ThusEquivalently, each adjoint generator is skew with respect to this invariant bilinear form. This invariance holds even when the Killing form is degenerate; no inverse form is needed here.
The spacetime metric used to raise Lorentz indices is unaffected by the internal gauge transformation. Since , invariance givesTherefore the Killing-form contraction of the field strengths is gauge invariant, as required for the internal contraction in a Yang-Mills action.
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