多周期生产系统的流程灵活性

Process Flexibility for Multiperiod Production Systems

Operations Research · 2019
被引 49
FT 50UTD 24ABS 4★

中文导读

研究了动态按订单生产环境中稀疏灵活性的设计,提出“广义链式”概念,构建了仅需m+n条弧即可接近完全灵活性的结构,并证明m+n是最优的。

Abstract

The classical process flexibility literature has mostly focused on single-period models as finding the optimal multiperiod policy is difficult because of the curse of dimensionality. In “Process Flexibility for Multiperiod Production Systems,” Cong Shi, Yehua Wei, and Yuan Zhong study the design of sparse flexibility in dynamic make-to-order environments. Leveraging theories from applied probability, they propose a notion of “generalized chaining,” which allows one to design effective sparse flexibility structures in regimes in which capacity slacks are low. They then construct a structure that performs asymptotically close to full flexibility with only m + n arcs, where m and n represent the number of plants and product types, while also demonstrating that m + n is tight, that is, constructing systems in which even the best flexibility structure with m + n − 1 arcs cannot achieve the same asymptotic performance. These results provide insights into how design principles for process flexibility extend beyond the classical single-period model.

运营管理生产系统数学优化应用概率