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题目: A Survey on Human Machine Interaction in Industry 4.0

摘要: 工业4.0或工业物联网都描述了人与机器之间无缝交互的新模式。这两个概念都依赖于能够控制工业生产流程的智能、互联的网络物理生产系统。随着这些机器自主地做出许多决策,并进一步与生产和制造计划系统交互,人类用户的集成需要新的范式。本文分析了工业4.0领域人机交互技术的现状。我们专注于集成增强和虚拟现实技术应用的新范例。基于我们的分析,我们进一步讨论了研究的挑战。

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Experimental studies are prevalent in Evolutionary Computation (EC), and concerns about the reproducibility and replicability of such studies have increased in recent times, reflecting similar concerns in other scientific fields. In this article, we suggest a classification of different types of reproducibility that refines the badge system of the Association of Computing Machinery (ACM) adopted by TELO. We discuss, within the context of EC, the different types of reproducibility as well as the concepts of artifact and measurement, which are crucial for claiming reproducibility. We identify cultural and technical obstacles to reproducibility in the EC field. Finally, we provide guidelines and suggest tools that may help to overcome some of these reproducibility obstacles.

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