收藏本站
《IEEE/CAA Journal of Automatica Sinica》 2018年03期
收藏 | 投稿 | 手机打开
二维码
手机客户端打开本文

Dynamic Case Retrieval Method With Subjective Preferences and Objective Information for Emergency Decision Making

Jing Zheng  Yingming Wang  Shengqun Chen  
【摘要】:Case-based reasoning(CBR) is one of the best methods for generating an effective solution in an emergency. In recent years, some methods for generating emergency alternatives have been included in practical CBR applications, but there have been no in-depth studies of these processes. In this study,we propose a new method for dynamic case retrieval with subjective preferences and objective information, which considers the personal preferences of the decision makers and changes in the attributes of the emergency as the situation develops. First,we present a formula for calculating the case similarity and changing trends in the case considered, where similar cases are obtained. Next, we describe a method for measuring the overall assessment value with respect to similar historical cases, which is obtained by aggregating the case similarity, the utility case similarity, the first response time, and the implementation effect.The subjective preferences and objective information are also integrated in the decision-making process. Finally, we present a case study based on the emergency response to a fire in a highrise building, which illustrates the applicability and feasibility of the proposed method.

【相似文献】
中国期刊全文数据库 前10条
1 ;Exploration and Study on Similarity Theory[J];Chinese Journal of Systems Engineering and Electronics;1992年01期
2 LEE Myeong-ho;魏荷;LEE Sang-hyuk;LEE Sang-min;SHIN Seung-soo;;Design of similarity measure for discrete data and application to multi-dimension[J];Journal of Central South University;2013年04期
3 洪加威;ON SIMILARITY AND DUALITY OF COMPUTATION[J];A Monthly Journal of Science;1980年11期
4 吴忠超;SINGULARITIES IN SELF-SIMILAR COSMOLOGIES[J];Science in China,Ser.A;1982年07期
5 李兴生;;ON SIMILARITY AND THE TURBULENT STRUCTURE IN THE STABLE BOUNDARY LAYER[J];Acta Meteorologica Sinica;1991年02期
6 ;Some Concepts and Mathematical Consideration of Similarity System Theory[J];Journal of Systems Science and Systems Engineering;1992年01期
7 槐文信,李炜;SIMILARITY SOLUTIONS OF ROUND JETS AND PLUMES[J];Applied Mathematics and Mechanics(English Edition);1993年07期
8 黄文熙;;On the Structural Analysis of Arch Dams, Shells and Plates[J];Science in China,Ser.A;1964年02期
9 孙善利,邹承祖;QUASI-SIMILARITY AND SPECTRUM[J];A Monthly Journal of Science;1983年12期
10 ;On the Matrix Equation A~2=J[J];数学研究与评论;1987年02期
中国重要会议论文全文数据库 前1条
1 Luo Peng;Li Yongli;Wu Chong;;Based on the similarity of interval-valued intuitionistic fuzzy sets defined by entropy in the application of commodity recommendation[A];第25届中国控制与决策会议论文集[C];2013年
中国博士学位论文全文数据库 前1条
1 李莹芳;贴近度理论及其在模糊推理中的应用[D];西南交通大学;2015年
 快捷付款方式  订购知网充值卡  订购热线  帮助中心
  • 400-819-9993
  • 010-62791813
  • 010-62985026