期刊文献+

求解优化调度问题的仿真计算新方法

New simulation-calculation method of solving optimized scheduling problem
下载PDF
导出
摘要 优化调度问题是计算机领域的NP完全难问题,论文探讨了求解该问题的改进文化算法仿真计算。用数学模型形式化该问题。基于三个主要遗传算子,创新地采用可对应N维解空间广义信念空间定义的文化算法求解问题。大量仿真实验结果表明了算法的可行性、正确性和较传统GA的优越性。 The optimized scheduling problem is NP-complete hard in the computer field and the paper discusses the simulation calculation of the cultural algorithm for solving the problem.This paper has formalized the problem in the math model.And then has solved the problem based on the three main genetic operators,it has applied the improved cultural algorithm whose belief spaces have innovated in being generalized corresponding to the n-dimension solution spaces.The experimental resuhs have indicated the feasibility,the correctness and the superiority to the traditional GA.
出处 《计算机工程与应用》 CSCD 北大核心 2009年第31期37-39,共3页 Computer Engineering and Applications
基金 国家自然科学基金No.2003AA1Z2320 山东省科技攻关计划No.2005GG4201009~~
关键词 文化算法 广义信念空间 调度问题 NP完全难 cultural algorithm generalized belief space scheduling problem NP-complete hard
  • 相关文献

参考文献7

二级参考文献37

  • 1刘弘,刘希玉.支持外观造型创新设计的进化计算方法[J].计算机辅助设计与图形学学报,2006,18(1):101-107. 被引量:39
  • 2[美]StuartRussell PeterNorvig著 姜哲 金栾江 张敏译.人工智能-一种现代方法[M]:第二版[M].北京:人民邮电出版社,..
  • 3Holland JH.Adaptation in Nature and Artificial Systems[M].MIT Press, 1992.
  • 4Gddberg DE.Genetic Algorithms in search,Optimization and Machine Learning [ M ].Addision-webley, 1989.
  • 5De Jong KA.An Analysis of the Behavior of a Class of Genetic Adaptive Systems[D].PH D Dissertation. University of Michigan,№76~9381,1975.
  • 6Frazer H J. Design workstation on the future[A]. In: Proceedings of the 4th International Conference of Computer-Aided Industrial Design and Conceptual Design[C], Jinan: International Academic Publishers,2001.7~13
  • 7Lander E S. Issues in multi-agent design systems[J]. IEEE Expert, 1997, 12(2):18~26
  • 8Matthew I C, Jonathan C, Kenneth K. A-design: An agent-based approach to conceptual design in a dynamic environment[J]. Research in Engineering Design, 1999, 11(3):172~192
  • 9Barber K S, Kim J. Toward flexible tolerant intelligent manufacturing: Sensible agents in shop-floor control[J]. Artificial Intelligence for Engineering Design, Analysis and Manufacturing, 2000, 14(4): 337~354
  • 10Liu Hong, Zeng Guangzhou. An agent-based approach to cooperative design[A]. In: Proceedings of Workshop on CSCW in Design'97[C], Bangkok: International Academic Publishers, 1997.191~195

共引文献27

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部