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Research on conflict resolution of collaborative design with fuzzy case-based reasoning method

HOU Jun-ming SU Chong LIANG Shuang WANG Wan-shan

重庆邮电大学学报(自然科学版)2009,Vol.21Issue(2):314-322,9.
重庆邮电大学学报(自然科学版)2009,Vol.21Issue(2):314-322,9.

Research on conflict resolution of collaborative design with fuzzy case-based reasoning method

Research on conflict resolution of collaborative design with fuzzy case-based reasoning method

HOU Jun-ming 1SU Chong 1LIANG Shuang 1WANG Wan-shan1

作者信息

  • 1. School of Mechanical Engineering & Automation, Northeastern University, Shenyang 110004, P.R.China
  • 折叠

摘要

Abstract

Collaborative design is a new style for modern mechanical design to meet the requirement of increasing competition. Designers of different places complete the same work, but the conflict appears in the process of design which may interface the design. Case-based reasoning (CBR) method is applied to the problem of conflict resolution, which is in the artificial intelligence field. However, due to the uncertainties in knowledge representation, attribute description, and similarity measures of CBR, it is very difficult to find the similar cases from case database. A fuzzy CBR method was proposed to solve the problem of conflict resolution in collaborative design. The process of fuzzy CBR was introduced. Based on the feature attributes and their relative weights determined by a fuzzy technique, a fuzzy CBR retrieving mechanism was developed to retrieve conflict resolution cases that tend to enhance the functions of the database. By indexing, calculating the weight and defuzzicating of the cases, the case similarity can be obtained. Then the case consistency was measured to keep the right result. Finally, the fuzzy CBR method for conflict resolution was demonstrated by means of a case study. The prototype system based on web is developed to illustrate the methodology.

关键词

collaborative design/conflict resolution/CBR/fuzzy/retrieve

Key words

collaborative design/conflict resolution/CBR/fuzzy/retrieve

分类

信息技术与安全科学

引用本文复制引用

HOU Jun-ming,SU Chong,LIANG Shuang,WANG Wan-shan..Research on conflict resolution of collaborative design with fuzzy case-based reasoning method[J].重庆邮电大学学报(自然科学版),2009,21(2):314-322,9.

基金项目

The authors would like to thank the project sponsor. The project is supported by research fund for the Doctoral program of higher education of China (No.200601013). (No.200601013)

重庆邮电大学学报(自然科学版)

OA北大核心CSTPCD

1673-825X

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