DocumentCode
299892
Title
FMS jobshop scheduling using Lagrangian relaxation method
Author
Jinyan, Meng ; Chai, Soh Yeng ; Youyi, Wang
Author_Institution
Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ., Singapore
Volume
1
fYear
1995
fDate
21-27 May 1995
Firstpage
490
Abstract
This paper tackles a FMS jobshop scheduling problem with alternative routings. The objective function is to minimize the weighted flow time of jobs. We use Lagrangian relaxation method to relax the precedence constraints and propose a two-stage approach to solve the decomposed one-machine multi-operation problems. Three examples are tested and the computational results are compared to the Lagrangian relaxation method proposed by Hoitomt (1993). The comparison studies show that with the minimum weighted flow time of jobs as the objective of the scheduling problem the method proposed in this paper yields better solution with less computational time than the existing Lagrangian method
Keywords
flexible manufacturing systems; operations research; optimisation; production control; relaxation theory; FMS; Lagrangian relaxation; flexible manufacturing system; jobshop scheduling; minimum weighted flow time; objective function; one-machine multi-operation problems; production control; Cost function; Flexible manufacturing systems; Gaussian processes; Job shop scheduling; Lagrangian functions; Optimal scheduling; Processor scheduling; Relaxation methods; Routing; Testing;
fLanguage
English
Publisher
ieee
Conference_Titel
Robotics and Automation, 1995. Proceedings., 1995 IEEE International Conference on
Conference_Location
Nagoya
ISSN
1050-4729
Print_ISBN
0-7803-1965-6
Type
conf
DOI
10.1109/ROBOT.1995.525331
Filename
525331
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