Honestly that constraint is pretty straightforward to formulate as a MILP. Four machines, each has a starting and ending time as decision variables. Total duration by machine <= 100 hours, and add non-overlapping constraints between the machines. Each machine's start time >= 0, each machine's end time <= 168 hours.
I'm doing almost exactly this right now on a client project (I consult in supply chain optimization)
I'm doing almost exactly this right now on a client project (I consult in supply chain optimization)