Title :
A hybrid simulated annealing for the single machine capacitated lot-sizing and scheduling problem with sequence-dependent setup times and costs
Author :
Mirabi, M. ; Ghomi, S. M T Fatemi
Author_Institution :
Dept. of Ind. Eng., Islamic Azad Univ., Ashkezar, Iran
Abstract :
Single machine capacitated lot-sizing and scheduling problem (SMCLSP) is one of the most famous fields of research in scheduling area. What makes this problem particularly difficult to solve is large and sequence dependent setups and also multiple criteria that must be considered. This paper formulates such a problem and presents a hybrid simulated annealing (HSA) for it. The superiority of HSA is shown compared to one the efficient recent heuristics. The average deviation of the HSA from the corresponding optimal solution for small size problems ranges from 0 to 10%.
Keywords :
lot sizing; simulated annealing; single machine scheduling; HSA; SMCLSP; hybrid simulated annealing; scheduling problem; sequence-dependent setup times; single machine capacitated lot-sizing; Color; Delay; Job shop scheduling; Mathematical model; Schedules; Simulated annealing; Single machine scheduling; Directed graph; Hybrid simulated annealing; Lot-sizing; Market price; Sequence dependent;
Conference_Titel :
Industrial Engineering and Engineering Management (IEEM), 2010 IEEE International Conference on
Conference_Location :
Macao
Print_ISBN :
978-1-4244-8501-7
Electronic_ISBN :
2157-3611
DOI :
10.1109/IEEM.2010.5674373