DocumentCode :
1702445
Title :
Composite heuristic algorithm for permutation flowshop scheduling problems with total flowtime minimization
Author :
Zhang, Yi ; Li, Xiaoping ; Zhu, Jie ; Wang, Qian
Author_Institution :
Sch. of Comput. Sci. &Eng., Southeast Univ., Nanjing
fYear :
2008
Firstpage :
903
Lastpage :
907
Abstract :
In this paper, a composite heuristic algorithm is proposed for permutation flowshop scheduling problems (PFSP) with total flowtime minimization, which are well known NP-hard. Besides initialized by LR(n/m), solution of the proposal is developed by iteration of FPE or BPE alternatively. Perturbation is applied to escape from the local optimization when no improvement can be obtained during the development procedure. Good structures in the sequence can be kept during the perturbation. Ties with no improvement can be broken up during the perturbation. Experimental results show that the proposal is rather suitable for large-sized problems and outperforms the other recent and effective algorithms considered on benchmark instances on average.
Keywords :
computational complexity; flow shop scheduling; perturbation theory; NP-hard; composite heuristic algorithm; permutation flowshop scheduling; perturbation; total flowtime minimization; Computer networks; Computer science; Computer science education; Heuristic algorithms; Laboratories; Minimization methods; Particle swarm optimization; Processor scheduling; Proposals; Scheduling algorithm; composite heuristic algorithm; permutation flowshop; scheduling; total flowtime;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer Supported Cooperative Work in Design, 2008. CSCWD 2008. 12th International Conference on
Conference_Location :
Xi´an
Print_ISBN :
978-1-4244-1650-9
Electronic_ISBN :
978-1-4244-1651-6
Type :
conf
DOI :
10.1109/CSCWD.2008.4537099
Filename :
4537099
Link To Document :
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