期刊
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY
卷 50, 期 5-8, 页码 729-747出版社
SPRINGER LONDON LTD
DOI: 10.1007/s00170-010-2518-5
关键词
Single machine scheduling; Dynamic scheduling; Release dates; Scheduling rules; Gene expression programming
资金
- 863 project of China [2006AA04Z131]
- New Century Excellent Talents in University [NCET-08-0232]
- National Natural Science Foundation of China [50825503]
The paper considers the problems of scheduling n jobs that are released over time on a machine in order to optimize one or more objectives. The problems are dynamic single-machine scheduling problems (DSMSPs) with job release dates and needed to be solved urgently because they exist widely in practical production environment. Gene expression programming-based scheduling rules constructor (GEPSRC) was proposed to construct effective scheduling rules (SRs) for DSMSPs with job release dates automatically. In GEPSRC, Gene Expression Programming (GEP) worked as a heuristic search to search the space of SRs. Many experiments were conducted, and comparisons were made between GEPSRC and some previous methods. The results showed that GEPSRC achieved significant improvement.
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