We describe a periodic review inventory system where emergency orders, which have a shorter supply lead time but are subject to higher ordering cost compared to regular orders, can be placed on a continuous basis. We consider the periodic review system in which the order cycles are relatively long s
Linear–quadratic optimal control strategy for periodic-review inventory systems
✍ Scribed by Przemysław Ignaciuk; Andrzej Bartoszewicz
- Publisher
- Elsevier Science
- Year
- 2010
- Tongue
- English
- Weight
- 802 KB
- Volume
- 46
- Category
- Article
- ISSN
- 0005-1098
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✦ Synopsis
The paper addresses the problem of efficient inventory management in production-inventory systems focusing on the dynamical nature of goods flow process. In the considered systems, the stock used to satisfy an unknown, time-varying demand is replenished either from a single or from multiple supply sources. The replenishment orders issued in each review period are realized with a delay, which differs among the suppliers and transport alternatives. For the analyzed setting, modeled as a discrete-time nth-order deterministic system, a new inventory policy is developed using a strict control-theoretic methodology. In contrast to the classical, stochastic approaches, the proposed control law is obtained by minimizing a quadratic cost functional, which guarantees the optimal dynamical performance of production-inventory systems with (possibly) different lead-time delays in the supply path. The designed policy ensures that the demand is always entirely satisfied from the on-hand stock (yielding zero lost-sales cost) and the warehouse capacity is not exceeded (which eliminates the risk of high-cost emergency storage). The closed-form solution of the linear-quadratic (LQ) optimization problem allows for a straightforward implementation of the developed control strategy in real systems.
📜 SIMILAR VOLUMES
In this paper, we present a linear quadratic design for uncertain systems in state space representation. The parameter uncertainty is structured and value bounded. We show also that with a controller of this type, the optimality of the LQ regulator is preserved in the presence of uncertainty.
Conditions for optimality and robustness of nonlinear systems are formulated for both centralized and decentralized LQ control laws.
A generalized linear-quadratic optimal control problem for systems with delay admits a state feedback form solution having some desirable robustness properties, locating closed-loop poles to be a specified region and being realized by solving a finite-dimensional Riccati equation.