设计环境中共享学习机制的研究

Research on Shared Learning Mechanism in Design Environment

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 .

Design is a complex process of problem solving and knowledge refinement. Learning from past design examples can improve computer based design support systems effectively. This paper analyses the relation between design and learning activities to propose a learning model of design. The architecture of design agent with inductive learning mechanism is presented. The knowledge representation and learning algorithms with which a multi-agent system supporting learning in design is introduced. Finally, the paper presents a multi-agent system which supports shared learning in the design environment.