东北大学学报（自然科学版）

东北大学学报(自然科学版) ›› 2011, Vol. 32 ›› Issue (5): 757-760.DOI: -

• 论著 • 上一篇    

基于效果域匹配的自适应案例推理决策模型

靖可;唐亮;赵希男;   

  1. 东北大学工商管理学院;沈阳航空航天大学机电工程学院;
  • 收稿日期:2013-06-19 修回日期:2013-06-19 发布日期:2013-04-04
  • 通讯作者: -
  • 作者简介:-
  • 基金资助:
    国家自然科学基金资助项目(70971016)

CBR decision model of adaptive control based on result domain matching

Jing, Ke (1); Tang, Liang (2); Zhao, Xi-Nan (1)   

  1. (1) School of Business Administration, Northeastern University, Shenyang 110819, China; (2) School of Mechanical and Electrical Engineering, Shenyang Aerospace University, Shenyang 110136, China
  • Received:2013-06-19 Revised:2013-06-19 Published:2013-04-04
  • Contact: Jing, K.
  • About author:-
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摘要： 针对现有研究对案例匹配模式认识和应用的不足,通过分析案例推理决策机理,构建基于效果域匹配的案例推理决策模型.模型在对案例匹配模式进行识别的基础上,基于效果域匹配,采用自适应控制算法推理求解目标问题的决策.应用于煤矿瓦斯爆炸事故应急救援的算例与数值仿真结果表明,基于效果域匹配的决策模型使目标问题更趋近于理想解,求解过程具有更好的可控性.

关键词: 基于案例推理, 效果域匹配, 自适应控制, 匹配度

Abstract: Deficiencies exist in research on cognition and the application of case matching mode. By analyzing the case reasoning decision mechanism, a case-based reasoning (CBR) model was constructed based on result domain matching for decision-making. After identifying modes of case matching, the model reasons decisions by self-adaptive control arithmetic. The model was applied to emergency rescue in a coal mine gas explosion accident, and numerical example and simulation results indicate that the proposed model makes the target case approximate ideal results, with good controllability of reasoning progress.

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