Let ⃗ x denote the time-dependent concentration vector of a network of n chemical species. It is easy to show that for first-order kinetics this column vector satisfies a homogeneous system of n linear differential equations written in matrix format as ⃗ x = A⃗ x where A is the reaction rate constant matrix having diagonal elements found to be