组合多值逻辑的模块化专家系统
Combining Multiple-Valued Logics in Modular Expert Systems
摘要:
专家管理不确定性的方式通常会根据他们正在执行的任务而变化。这一事实使我们考虑在一个大型的结构化知识系统中,当模块具有不同的不确定性演算时,通信模块(任务实现)的问题。本文对通信问题进行了分析,假设(i)每个不确定性演算都是定义蕴涵关系的推理机制,因此通信被认为是推理保持的;(ii)我们将自己限制在由一类真值泛函多值逻辑给出不同不确定性演算的情况下。
英文摘要:
The way experts manage uncertainty usually changes depending on the task they are performing. This fact has lead us to consider the problem of communicating modules (task implementations) in a large and structured knowledge based system when modules have different uncertainty calculi. In this paper, the analysis of the communication problem is made assuming that (i) each uncertainty calculus is an inference mechanism defining an entailment relation, and therefore the communication is considered to be inference-preserving, and (ii) we restrict ourselves to the case which the different uncertainty calculi are given by a class of truth functional Multiple-valued Logics.
机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。