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LQ Optimal and Robust Control of Perishable Inventory Systems With Multiple Supply Options

机译:具有多种供应选择的易腐库存系统的LQ最优和鲁棒控制

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摘要

In this technical note, an analytical framework for studying the dynamics of perishable inventory systems is developed using control-theoretic approach. In the considered systems, the deteriorating stock at a goods distribution center is used to fulfill unknown, time-varying demand. The stock is replenished using multiple supply options characterized by different lead-time delay. In contrast to the classical stochastic, or heuristic approaches, a formal design procedure based on discrete-time linear-quadratic (LQ) optimal control is employed. The analytically derived suboptimal controller satisfies positivity constraints and ensures full demand satisfaction for any bounded demand pattern. Moreover, a methodology for analysis of parametric uncertainties is elaborated, and another, nonlinear controller that guarantees robustness to uncertain delay variations is designed.
机译:在本技术说明中,使用控制理论方法开发了一种用于研究易腐库存系统动力学的分析框架。在考虑的系统中,商品配送中心的不断恶化的库存用于满足未知的,随时间变化的需求。使用具有不同提前期延迟的多种供应选项来补充库存。与经典的随机或启发式方法相比,采用了基于离散时间线性二次(LQ)最优控制的正式设计程序。通过分析得出的次优控制器满足正性约束条件,并确保对任何有界需求模式的完全需求满足。此外,阐述了一种用于分析参数不确定性的方法,并设计了另一种非线性控制器,该控制器可确保对不确定延迟变化的鲁棒性。

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