甘蔗收割机智能设计系统中实例推理研究

Research of Case-based Reasoning in Sugarcane Harvester Intelligent Design System

在阐述甘蔗收割机智能设计系统(SHIDS)的基础上,讨论了其推理机模块中的实例推理。在实例推理中采用ART网络缩小检索范围,以最近邻法计算相似度提取实例,并辅以规则推理完成实例修改,实现了甘蔗收割机智能设计系统的实例推理过程。

By expounding the sugarcane harvester intelligent design system （SHIDS）, this paper discusses the case--based reasoning in the reasoning module of SHIDS. The case--based reasoning of sugarcane harvester intelligent design system is implemented by adopting ART network to reduce the search range, introducing nearest neighbor algorithm to calculate similarity and abstract the case, and take rule-based reasoning method to accomplish case modification.