A modified iterative method for optimal flow control in flexible manufacturing systems
Khmelnitsky, Kogan, Maimon · 1994
A continuous time dynamic model of scheduling problems for a large class of manufacturing systems is considered. The realistic manufacturing based on multi-level bills of materials, flexible machines, controllable buffers and deterministic demand profiles is modeled in the canonical form of optimal control. Carrying buffer costs are minimized by controlling production rates of all machines that can be set up instantly. The maximum principle for the model is studied and properties of the optimal production regimes are revealed. The solution method developed rests on the iterative approach generalizing the method of projected gradient, but takes advantage of the analytical properties of the optimal solution to reduce significantly computational efforts.>