Context-Dependent Agents for Real-Time Scheduling in Manufacturing Systems
Context-Dependent Agents for Real-Time Scheduling in Manufacturing Systems
复制标题
用于制造系统中实时调度的上下文相关代理
DOI：
10.3182/20020721-6-es-1901.00046
复制
发表时间：
2002
期刊：
影响因子：
--
通讯作者：
S. Kumagai
中科院分区：
文献类型：
--
作者：
T. Miyamoto;B. Krogh;S. Kumagai
摘要自主分布式制造系统（ADMS）由多个智能组件组成，每个组件根据自己的判断采取行动。ADMS的目标是实现更敏捷和适应性更强的制造系统。本文介绍了在ADMS中引入上下文相关的代理（CDAs），根据系统条件切换策略，以实现更好的性能比可以实现的代理，在所有系统条件下使用相同的策略。对于实时作业调度问题，本文提出了一个基本的CDA架构和广泛的实证评估的结果，其性能相对于其他基于规则的计划的基础上，几个常见的指标，实时调度。
Abstract Autonomous distributed manufacturing systems(ADMS) consist of multiple intelligent components with each component acting according to its own judgments. The ADMS objective is to realize more agile and adaptive manufacturing systems. This paper presents the introduction of context-dependent agents (CDAs) in ADMS that switch strategies depending on system conditions to achieve better performance than can be realized by agents that use the same strategies under all system conditions. For the real-time job scheduling problem, the paper presents a basic CDA architecture and the results of an extensive empirical evaluation its performance relative to other rule-based schemes based on several common indices for real-time dispatch.