Title :
A disturbance rejection approach in the control of production-distribution systems with uncertain demand
Author :
Blanchini, Franco ; Rinaldi, Franca ; Ukovich, Walter
Author_Institution :
Dipartimento di Matematica e Inf., Udine Univ., Italy
Abstract :
A class of production-distribution planning problems with non-stochastic uncertain demands is modeled as a dynamic game between two players controlling flows on a network with node and arc capacity constraints. Simple conditions are derived that have to be checked to determine which player wins the game. These conditions are then used to design a minimum cost network with the property that its feasible control strategies allow to meet the demand without violating the capacity constraints. The approach proposed in this paper offers a new framework to deal with production-distribution networks with uncertain demand, based on previous results concerning pursuit-evasion dynamic games. Although this approach (often referred to as set-theoretic control) is in general extremely heavy from a computational point of view, for special classes of systems, such as production-distribution networks, set-theoretic control offers an efficient and reliable way to solve the problem
Keywords :
game theory; goods distribution; production control; set theory; transportation; arc capacity constraints; disturbance rejection; minimum cost network; node constraints; nonstochastic uncertain demands; production-distribution systems; pursuit-evasion dynamic games; set-theoretic control; Capacity planning; Control system synthesis; Control systems; Costs; Manufacturing systems; Production planning; Stochastic processes; Stochastic systems; Transportation; Uncertainty;
Conference_Titel :
Decision and Control, 1995., Proceedings of the 34th IEEE Conference on
Conference_Location :
New Orleans, LA
Print_ISBN :
0-7803-2685-7
DOI :
10.1109/CDC.1995.480290