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一种具有免疫机制的车间调度遗传算法 被引量：1

Genetic Algorithm with Immune Mechanism for Job-shop Scheduling
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摘要 利用人工免疫机制中的克隆选择原理的相关优点,并在遗传算法中融入具有动态、自组织等特征的免疫机制,建立了人工免疫遗传算法。相比单独使用遗传算法,该方法对车间生产调度的优化效果起到进一步改善的作用,最后通过实例加以验证。 The advantages of the clone selective principle in artificial immune mechanism are Incorporated into genetic algorithm for job shop scheduling. The proposed genetic algorithm with artificial immune mechanism has features of dynamic and self organization. The optimization result of this algorithm is better than traditional genetic algorithm. At last, a case study is presented to validate that the presented method for job-shop scheduling.
作者 李淑霞 单鸿波
机构地区 华东理工大学商学院 东华大学机械工程学院
出处 《东华大学学报（自然科学版）》 CAS CSCD 北大核心 2006年第5期36-39,共4页 Journal of Donghua University(Natural Science)
基金 华东理工大学校内基金项目资助(项目编号YN0142116)
关键词 免疫 车间调度 遗传算法 immune, job-shop scheduling, genetic algorithm
分类号 TH16 [机械工程—机械制造及自动化]
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参考文献8

  • 1De Castro L N,Von Zuben F J.Clonal selection algorithm with engineering applications.Genetic and Evolutionary Computation Conference,Las Vegas,Nevada,USA,2000
  • 2Jerne N K.The immune system.Scientific American,1973,229(1):51-60
  • 3Burner F M.Clonal Selection and After.In:G Bell,A Perelson,G Pimbley.Theoretical Immunology.New York:Marcel Dekker,1978:63-85
  • 4肖人彬,王磊.人工免疫系统:原理、模型、分析及展望[J].计算机学报,2002,25(12):1281-1293. 被引量：209
  • 5Mori K,Tsukiyama M,Fukuda T.Adaptive scheduling system inspired by immune system.IEEE Int Conf on Systems,Man,and Cybernetics,San Diego,1998
  • 6Toyoo Fukuda,Kazuyuki Mori,Makoto Tsukiyama.Immune networks using genetic algorithm for adaptive production scheduling.Automatic Control-World Congress,Sydney(Australia),1993
  • 7Hightower R,Forrest S,Perelson A.The evolution of emergent organization in immune system gene libraries.In:Eshelman,L.Proceedings of Sixth Annual Conference on Genetic Algorithms.San Francisco,CA:Morgan Kaufmann,1995:344-350
  • 8Hart E,Ross P,Nelson J.Producing robust schedules via an artificial immune system.IEEE Int Conf on Evolutionary Computation,Anchorage,Alaska,1998

二级参考文献59

  • 1HanJiawei Kamber M 范明等译.数据挖掘:概念与技术[M].北京:机械工业出版社,2001..
  • 2Timmis J, Neal M, Hunt J. Artificial immune system for data analysis. Biosystems, 2000, 55(1-3):143-150
  • 3Timmis J, Neal M. A resource limited artificial immune sys tem for data analysis. Knowledge Based Systems, 2001, 14(3 -4): 121-130
  • 4Timmis J, Knight T. Artificial immunes system: Using the immune system as inspiration for data mining. In: Abbass H A, Sarker R A, Newton C S eds. Data Mining: A HeuristicApproach. Hershey : Idea Publishing Group, 2001. 209- 230
  • 5Ishiguro A, Ichikawa S, Uchikawa Y. A gait acquisition of a 6-legged robot using immune networks. In: Proc IEEE/RSJ/ GI International Conference on Intelligent Robots and Systems, Munich, Germany, 1994, 2:1034- 1041
  • 6Ishiguro A, Shirai Y, Kondo T et al. Immunoid: An architec ture for behavior arbitration based on the immune networks. In: Proc IEEE/RSJ International Conference on Intelligent Robots and Systems, Osaka, Japan, 1996. 1730-1738
  • 7Ishiguro A, Kuboshiki S, Ichikawa S. Gait coordination of hexapod walking robots using mutual-coupled immune net works. In: Proc IEEE International Conference on Evolution ary Computation, Perth, Australia, 1995. 672-677
  • 8Dasgupta D, Forrest S. Artificial immune systems in industrial applications. In: Proc 2nd International Conference on Intelli gent Processing and Manufacturing of Materials, Honolulu, 1999. 257-267
  • 9Smith D J, Forrest S, Perelson A S. Immunological memory is associative. In: Dasgupta ed. Artificial Immune Systems and their Applications. Berlin: Springer, 1998. 105-112
  • 10Burnet F M. Clonal selection and after. In: Bell G I, Perelson A S, Pimbley G H eds. Theoretical Immunology, New York: Marcel Dekker Inc. , 1978. 63-85

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东华大学学报（自然科学版）
2006年 第5期

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