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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Ze Tao Changzhong Hao |
| Copyright Year | 2009 |
| Description | Author affiliation: Department of Mechanical Engineering University of Shenyang Ligong Shenyang, Liaoning Province, China (Ze Tao; Changzhong Hao) |
| Abstract | A new classified scheduling method based on the controlled Petri net and GASA was proposed to the job-shop scheduling problem (JSP) with multiple disturbances constrained by machines, workers. Firstly, a Petri net with controller is modeled, it not only has the modeling capability of a traditional Petri net, but also it can depict system characteristics, such as equipment maintenance, different types of priorities, and so on; and then the hybrid genetic algorithm and simulated annealing algorithm (GASA) was applied based on the controlled Petri net model. Function objective of the proposed method was to minimize the completion time, and scheduling was classified based on machine repairing time, and worker leaving time, and task of order canceling. In order to avoid unsteady state of processing due to regulate in large scale, and the job shop production ability can be maintained farthest, it was decided whether it was rescheduled again based on remainder task after disturbance resuming. Simulation results based on some job shop scheduling show that the GASA is efficient. |
| Starting Page | 532 |
| Ending Page | 537 |
| File Size | 822649 |
| Page Count | 6 |
| File Format | |
| ISBN | 9781424447947 |
| DOI | 10.1109/ICAL.2009.5262866 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2009-08-05 |
| Publisher Place | China |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Job shop scheduling Automation controller hybrid genetic algorithm Dynamic scheduling Mechanical engineering dynamic classified scheduling Genetic algorithms Job production systems Simulated annealing Large-scale systems Flexible manufacturing systems Logistics Petri net |
| Content Type | Text |
| Resource Type | Article |
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