设计环境中共享学习机制的研究

被引:6
作者
刘弘
郑明春
冯梅
机构
[1] 山东师范大学计算机科学系
[2] 山东师范大学计算机科学系 济南
[3] 济南
关键词
设计Agent; 共享学习; 知识表示; CAD;
D O I
暂无
中图分类号
TP391.72 [];
学科分类号
080201 ; 080203 ; 081304 ; 1403 ;
摘要
设计是一个复杂的问题求解和逐步求精的过程 .在计算机辅助设计系统中 ,从设计范例中学习设计知识可以有效地改善设计系统 .文中分析了设计与学习活动之间的关系 ,提出了一种设计的学习模型及具有归纳学习机制的设计 Agent的结构框架 ,介绍了知识表示和学习算法 ,及一个支持设计环境中共享学习的多 Agent系统 .
引用
收藏
页码:1029 / 1034
页数:6
相关论文
共 10 条
[1]  
An agent -based approach to cooperative design. Liu Hong,Zeng Guang-Zhou,Lin Zong-Kai. In: Proceedings of Workshop on CSCW in Design . 1997
[2]  
STEP for data m anagem ent,exchange andsharing. FowlerJulian. . 1995
[3]  
A function for machine learning in design. Sim S M,Duffy A H B. Artificial Intelligence . 1998
[4]  
From general design theory to knowledge-intensive engineering. Tomiyama T. Artificial Intelligence . 1994
[5]  
A multiagent design system with machine learning mechanism. Liu Hong,et al. In: Proceedings of International Conference on Advances in Intelligent Systems: Theory and Applications, Canberra, Australia . 2000
[6]  
Multi-agent reinforcement learning:Independent vs cooperative agents. TanM. Proceedings ofthe10thInternationalConference onMultiLearning . 1993
[7]  
Induction of decision trees. Quinlan J R. Machine Learning . 1986
[8]  
A cooperative design approach in MADS. Liu Hong,Lin Zong-Kai. In: Proceedings of Workshop on CSCW in Design,Compiegne, France . 1999
[9]  
Industrial automation systems and integra-tion——Productdata representation and exchange——Part11:Description methods. ISO 10303-11-1994 .
[10]  
C4.5:Program s forMachineLearning. QuinlanJ R. . 1993