Title :
Two-machine flowshop scheduling with past-sequence-dependent setup times and general learning effects
Author :
Yuan, Fenglian ; Cheng, Qi ; Yin, Yunqiang
Author_Institution :
State Key Lab. Breeding Base of Nucl. Resources & Environ., East China Inst. of Technol., Nanchang, China
Abstract :
This paper provides a continuation of ideas presented by Yin et al. [Yin et al., Some scheduling problems with general position-dependent and time-dependent learning effects, Inform. Sci. 179 (2009) 2416-2425]. In this paper, we study a two-machine flowshop scheduling model with proportional job processing times and a general learning effect simultaneously. In particular, we show that the problems to minimize makespan and sum of the kth power of completion times can be solved in polynomial time. We also show that the problems to minimize total weighted completion time, maximum lateness and maximum tardiness can be solved in polynomial time under certain conditions.
Keywords :
flow shop scheduling; learning (artificial intelligence); polynomials; general position dependent learning effects; maximum lateness; maximum tardiness; past sequence dependent setup times; polynomial time; proportional job processing times; time dependent learning effects; two machine flowshop scheduling; Indexes; Job shop scheduling; Machine learning; Optimal scheduling; Polynomials; Single machine scheduling; Flowshop; Learning effects; Scheduling;
Conference_Titel :
Fuzzy Systems and Knowledge Discovery (FSKD), 2012 9th International Conference on
Conference_Location :
Sichuan
Print_ISBN :
978-1-4673-0025-4
DOI :
10.1109/FSKD.2012.6233960