A Hierarchical Case-Based Reasoning System for Quality Design

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Quality design means designing quality specifications and processing specifications of products with low cost and high efficiency. This paper presents a hierarchical case-based reasoning approach for quality design. The structure and expression of case-base, the hierarchical case retrieval algorithms and similarity computation formula between cases are all studied. Such a hierarchical case-based reasoning method will greatly improve the retrieval accuracy and efficiency.

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1015-1020

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January 2010

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© 2010 Trans Tech Publications Ltd. All Rights Reserved

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[1] Watson I. CBR is a methodology not a technology. Research & Development in Expert Systems XV[M]. London,Springer,1998. 213-223.

Google Scholar

[2] LU W. F , LIU X. F , Chang H. C , et al. Feature-based Representation and Indexing of Axisymmetric Parts in Machining Process Planning using Case-Based Reasoning[P]. Ninth IEEE International Conference on Tools with Artificial Intelligence. 1997: 406-413.

DOI: 10.1109/tai.1997.632282

Google Scholar

[3] SUH M. S,JHEE W. C,KO YK,et al. A case-based expert system approach for quality design[J]. Expert Systems with Applications. 1998,15(2): 181-190.

DOI: 10.1016/s0957-4174(98)00022-0

Google Scholar

[4] Case-Based Reasoning Selects Steel Manufacturing Process Settings. http: /www. shai. com/solutions/decision_support/steel_mfg. htm.

Google Scholar

[5] OMURA K,WATANABE T,KONISHI M,et al. Application of expert system for quality and process design of steel products[C]. Proceedings of the IEEE Symposium on Engineering Techniques & Factory Automation. 1994: 92-98.

DOI: 10.1109/etfa.1994.402017

Google Scholar