Let be the th coordinate vector and take to be zero whenever any argument is negative. Right jumps , left jumps , and absorption from compartment give the chemical master equation
For a function on the copy-number state space, define the shift operator
With the propensities from part (a), the forward operator of a Markov jump process is
Equivalently, the chemical master equation has the gain-minus-loss form
where terms outside the state space vanish.
The adjoint Markov jump-process generator acts on observables:
Indeed, shifting the summation index in the gain terms gives .