Specification of an Architecture for Self-organizing Scheduling Systems

被引：0

作者：

Madureira, Ana ^{[1
]}

Pereira, Ivo ^{[1
]}

Cunha, Bruno ^{[1
]}

机构：

[1] Polytech Porto ISEP IPP, Inst Engn, GECAD Knowledge Engn & Decis Support Res Ctr, Oporto, Portugal

来源：

INTELLIGENT SYSTEMS DESIGN AND APPLICATIONS (ISDA 2016) | 2017年 / 557卷

关键词：

Scheduling; Self-organizing scheduling systems; Learning from observation; User modeling;

D O I：

10.1007/978-3-319-53480-0_76

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

This paper presents the specification of an architecture for self-organizing scheduling systems. The proposed architecture uses learning by observing the experts and interpretation of scheduling experience. The design of intelligent systems that learn with experts is a very hard and challenging domain because current systems are becoming more and more complex and subject to rapid changes. In this work, different areas as Intelligent and Adaptive Human-Machine Interfaces, Metacognition and Learning from Observation, Self-managed Systems, amongst others, are joint together resulting in a global fully integrated architecture for self-organizing scheduling systems.

引用

页码：771 / 780

页数：10

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