Research of Component Integration Knowledge Acquirement Method Based on Rough Set

DOI

10.2991/icsmim-15.2016.33How to use a DOI?

Keywords

Component integration; Rough set; Knowledge acquirement.

Abstract

The concept of component integration (CI) has been employed in several product design methods to reduce the total number of components and improve manufacturing quality and efficiency. However, none of existing methods provide the effective information needed to identify the appropriate components for integration. A methodology based on rough set is developed in this research to analyze expert experiences and acquire expert knowledge which wrapped in experiences data. It can build the decision rules for components integration. Regarding the significance of attributes as heuristic information applying to classical rough set, a new arithmetic for core and reduction of attribute is proposed. An example demonstrates that the arithmetic is simple and easy to achieve. An instance indicates that proposed method is effective and practical.

Copyright

© 2016, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Junfang Xue
AU  - Yuntao Wan
AU  - Lei Zheng
PY  - 2016/01
DA  - 2016/01
TI  - Research of Component Integration Knowledge Acquirement Method Based on Rough Set
BT  - Proceedings of the 2015 4th International Conference on Sensors, Measurement and Intelligent Materials
PB  - Atlantis Press
SP  - 171
EP  - 176
SN  - 2352-538X
UR  - https://doi.org/10.2991/icsmim-15.2016.33
DO  - 10.2991/icsmim-15.2016.33
ID  - Xue2016/01
ER  -