Title :
Bidirectional Flow Shop Scheduling with Multi-Machine Capacity and Critical Operation Sequencing
Author :
Zhao, Zhengyi John ; Leong, Thin-Yin ; Ge, Shuzhi Sam ; LAU, Hoong Chuin
Author_Institution :
Singapore Manage. Univ., Singapore
Abstract :
We study a special bidirectional flow shop problem with multi-machine capacity and sequencing constraints on critical operations. A formulation is proposed in continuous time domain and compared with a mixed integer programming (MIP) formulation in discrete time domain. Of particular interest to us is the formulation of the machine utilization function -both in continuous time and in discrete time domain. Fast heuristics are proposed with the relaxation of the machine capacity. The performance of the heuristic and Lagrangian relaxation are compared with optimal solutions experimentally.
Keywords :
computational complexity; flow shop scheduling; integer programming; processor scheduling; Lagrangian relaxation; bidirectional flow shop scheduling; continuous time domain; critical operation sequencing; discrete time domain; mixed integer programming; multi-machine capacity; sequencing constraints; Containers; Control systems; Cranes; Engineering management; Intelligent control; Job shop scheduling; Lagrangian functions; Linear programming; Marine vehicles; Processor scheduling; Critical Operation Sequencing; Flow Shop; Job Shop; Machine Capacity;
Conference_Titel :
Intelligent Control, 2007. ISIC 2007. IEEE 22nd International Symposium on
Conference_Location :
Singapore
Print_ISBN :
978-1-4244-0440-7
Electronic_ISBN :
2158-9860
DOI :
10.1109/ISIC.2007.4450927