SCHEDULING DETERIORATING JOBS TO MINIMIZE MAKESPAN

Citation
W. Kubiak et S. Vandevelde, SCHEDULING DETERIORATING JOBS TO MINIMIZE MAKESPAN, Naval research logistics, 45(5), 1998, pp. 511-523
Citations number
10
Categorie Soggetti
Operatione Research & Management Science","Operatione Research & Management Science","Engineering, Marine
Journal title
ISSN journal
0894069X
Volume
45
Issue
5
Year of publication
1998
Pages
511 - 523
Database
ISI
SICI code
0894-069X(1998)45:5<511:SDJTMM>2.0.ZU;2-8
Abstract
We consider a single-machine problem of scheduling n independent jobs to minimize makespan, in which the processing time of job J(j) grows b y w(j) with each time unit its start is delayed beyond a given common critical date d. This processing time is p(j) if J(j) starts by d. We show that this problem is NP-hard, give a pseudopolynomial algorithm t hat runs in O(nd Sigma(j=1)(n) P-j) time and O(nd) space, and develop a branch-and-bound algorithm that solves instances with up to 100 jobs in a reasonable amount of time. We also introduce the case of bounded deterioration, where the processing time of a job grows no further if the job starts after a common maximum deterioration date D > d. For t his case, we give two pseudopolynomial time algorithms: one runs in O( n(2)d(D - d) Sigma(j=1)(n) p(j)) time and O(nd(D - d)) space, the othe r runs in O(nd Sigma(j=1)(n) w(j)(Sigma(j=1)(n) p(j))(2)) time and O(n d Sigma(j=1)(n) w(j) Sigma(j=1)(n) p(j)) space. (C) 1998 John Wiley & Sons, Inc. Naval Research Logistics 45: 511-523, 1998.