Single Machine Scheduling with Deadlines and Increasing Rates of Processing Times
Publication Type
Journal Article
Publication Date
2000
Abstract
The makespan, flow time and maximum lateness problems of scheduling a set of tasks with deadlines and increasing rates of processing times on a single machine are considered in this paper. We first show that, when the increasing rates of processing time are identical, the makespan problem is equivalent to the corresponding flow time problem. Both problems are solvable in O(n[sup 5]) time by a dynamic programming algorithm. As an application of the dynamic programming algorithm, we demonstrate that the corresponding maximum lateness problem can be solved in O(n[sup 6] log r,) time. We then show that the general makespan problem is strongly NP-complete. Thus, both the corresponding flow time problem and maximum lateness problem are also strongly NP-complete.
Discipline
Operations and Supply Chain Management
Research Areas
Operations Management
Publication
Acta Informatica
Volume
36
Issue
9/10
First Page
673
Last Page
692
ISSN
0001-5903
Identifier
10.1007/s002360050170
Publisher
Springer Verlag
Citation
Cheng, T. C. E. and DING, Qing.
Single Machine Scheduling with Deadlines and Increasing Rates of Processing Times. (2000). Acta Informatica. 36, (9/10), 673-692.
Available at: https://ink.library.smu.edu.sg/lkcsb_research/873