| 基于模糊遗传算法的模糊调度研究 |
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| 引用本文： | 李富明,朱云龙,尹朝万,宋晓宇. 基于模糊遗传算法的模糊调度研究[J]. 信息与控制, 2004, 33(6): 703-708 |
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| 作者姓名： | 李富明 朱云龙 尹朝万 宋晓宇 |
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| 作者单位： | 1. 中国科学院沈阳自动化研究所,辽宁沈阳,110016;中国科学院研究生院,北京,100039
2. 中国科学院沈阳自动化研究所,辽宁沈阳,110016 |
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| 基金项目： | 国家自然科学基金资助项目 (70 1710 43 ) |
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| 摘 要： | 就模糊调度问题的研究现状、研究方法进行了评述 ,探讨了加工时间与交货期的模糊化操作以及基于模糊遗传算法的模糊调度系统 ,归纳了模糊遗传算法中模糊数的操作和遗传算法的编码 ,并指出了存在的不足 .指出模糊生产环境下模糊加工时间与模糊交货期综合问题的研究是当今全球性市场竞争机制所带来的必然趋势.
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| 关 键 词： | 随机制造 模糊作业车间调度问题 模糊加工时间 模糊交货期 模糊遗传算法 |
| 文章编号： | 1002-0411(2004)06-0703-06 |
Study on the Fuzzy Scheduling Based on the Fuzzy Genetic Algorithms |
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| LI Fu-ming ,,ZHU Yun-long,YIN Chao-wan,SONG Xiao -yu . Study on the Fuzzy Scheduling Based on the Fuzzy Genetic Algorithms[J]. Information and Control, 2004, 33(6): 703-708 |
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| Authors: | LI Fu-ming ZHU Yun-long YIN Chao-wan SONG Xiao -yu |
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| Affiliation: | LI Fu-ming 1,2,ZHU Yun-long1,YIN Chao-wan1,SONG Xiao -yu 1,2 |
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| Abstract: | This paper presents the state-of-the-art and t he research method of the fuzzy scheduling problems,and discusses the fuzzy opera tion about the processing time and the due-date as well as the fuzzy scheduling system based on the fuzzy genetic algorithms. The fuzzy number operation of fuz zy genetic algorithms and the encoding of genetic algorithms are summarized, an d the disadvantages of them are pointed out. At last,we show that the study on the overall problem of the fuzzy processing time and the fuzzy due-date under the fuzzy production environment will be a kind of necessary trend resulted from the global market competition. |
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| Keywords: | stochastic manufacturing fuzzy job shop scheduling p roblem(FJSSP) fuzzy processing time fuzzy due-date fuzzy genetic algorithm |
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