If A is the transition matrix and x the equilibrium distribution then x=Ax or, depending how this has been defined by your course x=xA.

So the equilibrium distribution is an eigen vector of the transition matrix corresponding to the eigen value 1, normalised so that the sum of its components is 1.

CB