A. Federgruen et Ys. Zheng, EFFICIENT ALGORITHMS FOR FINDING OPTIMAL POWER-OF-2 POLICIES FOR PRODUCTION DISTRIBUTION SYSTEMS WITH GENERAL JOINT SETUP COSTS/, Operations research, 43(3), 1995, pp. 458-470
Citations number
25
Categorie Soggetti
Management,"Operatione Research & Management Science","Operatione Research & Management Science
We consider a production/distribution system represented by a general
directed acyclic network. Each node is associated with a specific ''pr
oduct'' at a given location and/or production stage. An arc (i, j) ind
icates that item i is used to ''produce'' item j. External demands may
occur at any of the network's nodes. These demands occur continuously
at item-specific constant rates. Components may be assembled in any g
iven proportions. The cost structure consists of inventory carrying, v
ariable, and fixed production/distribution costs. The latter depend, a
t any given replenishment epoch, on the specific set of items being re
plenished, according to an arbitrary set function merely assumed to be
monotone and submodular. It has been shown that a simply structured,
so-called power-of-two policy is guaranteed to come within 2% of a low
er bound for the minimum cost. In this paper, we derive efficient algo
rithms for the computation of an optimal power-of-two policy, possibly
in combination with this lower bound. These consist of a limited numb
er of polymatroidal maximum flow calculations in networks closely asso
ciated with the original production/distribution network.