Kunze Linear Algebra · Problem 3.7.3
Linear Transformations
Mathematics — Methods · transpose-commutator-trace
Problem
Let be the space of all matrices over a field and let be a fixed matrix. If is the linear operator on defined by , and if is the trace function, what is ?Intuitive explanation
The adjoint operator reverses the action of in the sense of the duality pairing between and its dual space . Since is the trace function (a linear functional on ), you need to find which linear functional is by using the definition: for all . The key insight is that the trace has a special property——which makes commutators vanish under the trace, so for every matrix .
Intuitive explanation
The adjoint operator reverses the action of in the sense of the duality pairing between and its dual space . Since is the trace function (a linear functional on ), you need to find which linear functional is by using the definition: for all . The key insight is that the trace has a special property——which makes commutators vanish under the trace, so for every matrix .