DocumentCode :
3598763
Title :
Optimal release times in single-stage manufacturing systems with finite production inventory
Author :
Moon, J. ; Wardi, Y. ; Kamen, E.
Author_Institution :
Sch. of Electr. & Comput. Eng., Georgia Inst. of Technol., Atlanta, GA, USA
Volume :
3
fYear :
2002
Firstpage :
2506
Abstract :
The paper concerns a due-date matching problem in single-stage manufacturing systems with limited production-inventory buffering capacity. The objective is to determine parts\´ release times so as to minimize a weighted sum of the discrepancies between products\´ completion times and given due dates. This scheduling problem is formulated as an optimal control problem whose "plant" is modeled by a deterministic queue with finite output buffer, its controls are the release times, and its associated cost function penalizes products\´ earliness as well as tardiness. Although the optimal control problem appears to be nonconvex and nondifferentiable, we show that it is equivalent to a differentiable, convex programming problem with linear constraints. The problem may have a large number of variables and inequalities, but we decompose it into a finite sequence of one-dimensional problems. We then develop an algorithm for computing the optimal controls and demonstrate its efficacy by means of computational examples.
Keywords :
convex programming; optimal control; production control; queueing theory; stock control; completion times; deterministic queue; differentiable convex programming problem; due-date matching problem; earliness penalties; finite production inventory; linear constraints; optimal control problem; optimal release times; release times; single-stage manufacturing systems; tardiness penalties; Cost function; Job shop scheduling; Linear programming; Manufacturing systems; Moon; Network servers; Optimal control; Piecewise linear techniques; Processor scheduling; Production systems;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Decision and Control, 2002, Proceedings of the 41st IEEE Conference on
ISSN :
0191-2216
Print_ISBN :
0-7803-7516-5
Type :
conf
DOI :
10.1109/CDC.2002.1184213
Filename :
1184213
Link To Document :
بازگشت