DocumentCode
3275937
Title
An efficient metaheuristic for the blocking job shop problem with the makespan minimization
Author
Zhu, Jie ; Li, Xiao-ping
Author_Institution
Sch. of Comput. Sci. & Eng., Southeast Univ., Nanjing, China
Volume
3
fYear
2011
fDate
10-13 July 2011
Firstpage
1352
Lastpage
1357
Abstract
In this paper, the blocking job shop problem with the makespan minimization is considered, in which each operation is blocked on the corresponding machine until the machine required by its successive operation is available. A feasible schedule generation method (FSGM) is introduced to obtain the valid schedule of a given sequence by resolving conflicts between every pair of jobs in the sequence. A blocking time transfer procedure is integrated into FSGM to reduce the blocking time on a job. By reducing the blocking time, the solution obtained can be further improved. A complete local search with memory is proposed to aim for the sequence which can lead to the optimal schedule. The computational results show that the proposed algorithm can perform effectively and efficiently.
Keywords
job shop scheduling; minimisation; search problems; sequences; FSGM; blocking job shop problem; blocking time transfer procedure; feasible schedule generation method; local search; makespan minimization; optimal schedule; Cybernetics; Indexes; Machine learning; Minimization; Schedules; Search problems; System recovery; Blocking; Job shop; Makespan;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Cybernetics (ICMLC), 2011 International Conference on
Conference_Location
Guilin
ISSN
2160-133X
Print_ISBN
978-1-4577-0305-8
Type
conf
DOI
10.1109/ICMLC.2011.6016867
Filename
6016867
Link To Document