SCHEDULING TO MINIMIZE THE COEFFICIENT OF VARIATION

Citation
P. De et al., SCHEDULING TO MINIMIZE THE COEFFICIENT OF VARIATION, International journal of production economics, 44(3), 1996, pp. 249-253
Citations number
6
Categorie Soggetti
Engineering
ISSN journal
09255273
Volume
44
Issue
3
Year of publication
1996
Pages
249 - 253
Database
ISI
SICI code
0925-5273(1996)44:3<249:STMTCO>2.0.ZU;2-J
Abstract
In this paper, we address the problem of uninterruptedly scheduling a set of independent jobs that are ready at time zero with the objective of minimizing the coefficient of variation (CV) of their completion t imes. We first show that, for high processing time values of the longe st job, a variance (V) minimizing schedule also minimizes CV. Using th is equivalence, we next demonstrate the invalidity of an earlier conje cture about the structure of a CV-optimal schedule and proceed to esta blish the NP-hardness of the CV problem. Finally, drawing from our pri or work on the V problem, we provide a pseudo-polynomial dynamic progr amming algorithm for the solution of the CV problem.