Title :
Optimal finite-horizon production control in a defect-prone environment
Author :
Kogan, Konstantin ; Shu, Chang ; Perkins, James R.
Author_Institution :
Dept. of Interdisciplinary Studies, Bar-Ilan Univ., Ramat-Gan, Israel
Abstract :
In this note, we consider a single-machine, single-part-type production system, operating in a defect-prone environment. It is assumed that there is a random yield proportion of nondefective parts, with known probability distribution. Over each production cycle, it is assumed that there is a single realization of the yield random variable. Furthermore, it is assumed that the system is operated under a periodic-review policy. Thus, the particular realization of the yield proportion cannot be determined prior to the end of the production horizon. The optimal production control, that minimizes a linear combination of expected surplus and shortage costs over the planning horizon is shown to be piecewise constant, and the appropriate production levels and control break-points are determined as functions of the yield rate distribution.
Keywords :
minimisation; optimal control; piecewise constant techniques; production control; statistical distributions; cost minimization; defect-prone environment; finite horizon; optimal control; periodic-review policy; piecewise constant; probability distributions; production control; random yield; single machine-single part type production systems; Assembly systems; Control systems; Cost function; Inspection; Manufacturing systems; Optimal control; Production control; Production planning; Production systems; Proportional control; Cost minimization; defect-prone; finite-horizon; production control; random yield;
Journal_Title :
Automatic Control, IEEE Transactions on
DOI :
10.1109/TAC.2004.835597