Abstract
The problem of maximizing the weighted number of just-in-time jobs in a two-machine flow shop scheduling system is known to be N P-hard (Choi and Yoon in J. Shed. 10:237-243, 2007). However, the question of whether this problem is strongly or ordinarily N P-hard remains an open question. We provide a pseudo-polynomial time algorithm to solve this problem, proving that it is N P-hard in the ordinary sense. Moreover, we show how the pseudo-polynomial algorithm can be converted to a fully polynomial time approximation scheme (FPTAS). In addition, we prove that the same problem is strongly N P-hard for both a two-machine job shop scheduling system and a two-machine open shop scheduling system.
Original language | American English |
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Pages (from-to) | 39-47 |
Number of pages | 9 |
Journal | Journal of Scheduling |
Volume | 15 |
Issue number | 1 |
DOIs | |
State | Published - 1 Feb 2012 |
Keywords
- Complexity
- FPTAS
- Flow shop
- Job shop
- Just-in-time scheduling
- Open shop
- Pseudo-polynomial time algorithm
All Science Journal Classification (ASJC) codes
- Software
- General Engineering
- Artificial Intelligence
- Management Science and Operations Research