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

     
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摘要

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.

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

  • 作者单位

    School of Mechanical Engineering & Automation, Northeastern University, Shenyang 110004, P.R.China;

    School of Mechanical Engineering & Automation, Northeastern University, Shenyang 110004, P.R.China;

    School of Mechanical Engineering & Automation, Northeastern University, Shenyang 110004, P.R.China;

    School of Mechanical Engineering & Automation, Northeastern University, Shenyang 110004, P.R.China;

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  • 正文语种 chi
  • 中图分类 自动控制、自动控制系统;
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