知识型系统的两个设计原则

TWO DESIGN PRINCIPLES FOR KNOWLEDGE‐BASED SYSTEMS*

DECISION SCIENCES · 1987
被引 28
人大 AABS 3

中文导读

提出两个设计原则:用领域知识支持机会推理,用分层结构控制问题求解,并基于此开发了作业车间调度系统OPIS 0,实验表现优于传统方法。

Abstract

ABSTRACT This paper discusses two principles that have become increasingly important in the design of knowledge‐based systems: domain‐specific knowledge used to support opportunistic reasoning and hierarchical organization structure used to control and coordinate problem‐solving activity. We propose a design framework that embodies these two principles and describe how this framework has been used to develop a knowledge‐based job‐shop scheduling system. This system, called OPIS 0, has undergone limited testing in an experimental environment modeled after an actual job shop. Its performance has been very good compared to ISIS and to the more traditional approach of constructing a schedule by dispatching jobs using the COVERT priority rule. The resulting design also shows potential for use in a decision support role.

知识型系统作业车间调度人工智能运筹学工业工程