The trace of an nxn matrix A is the sum of the diagonal entries A11,A22,.... So tr(A)=sum_(i=1)^n A_(ii).
For the 3x3 matrix
A = [[A_11,A_12, A_13],[A_21,A_22,A_23],[A_31,A_32,A_33]],
the trace is given by A_11 +A_22+ A_33.
The trace of a matrix is useful in determining the eigenvalues (λ_i) of the matrix. For any matrix, sum λ_i = sum A_(ii) = tr(A).