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基于置信规则库的控制器及控制系统仿真
  • ISSN号:1001-0920
  • 期刊名称:《控制与决策》
  • 时间:0
  • 分类:TP18[自动化与计算机技术—控制科学与工程;自动化与计算机技术—控制理论与控制工程] X510.31[环境科学与工程—环境工程]
  • 作者机构:[1]SKLSVMS, School of Aerospace, Xi'an Jiaotong University, Xi'an 710049, China, [2]Center for Information Engineering Science Research, Xi'an Jiaotong University, Xi'an 710049, China, [3]ONERA, The Freneh Aerospace Lab, Chemin de la Hunire, F-91761 Palaiseau, France
  • 相关基金:This work was supported by the Grant for State Key Program for Basic Research of China (No. 2013CB329405), National Natural Science Foundation of China (No. 61573275), Foun- dation for Innovative Research Groups of the National Natu- ral Science Foundation of China (No. 61221063), Science and Technology Project of Shaanxi Province of China (No. 2013KJXX-46), Specialized Research Fund for the Doctoral Program of Higher Education of China (20120201120036), and Fundamental Research Funds for the Central Universities of China (No. xjj2014122).
中文摘要:

In the theory of belief functions,the measure of uncertainty is an important concept,which is used for representing some types of uncertainty incorporated in bodies of evidence such as the discord and the non-specificity.For the non-specificity part,some traditional measures use for reference the Hartley measure in classical set theory;other traditional measures use the simple and heuristic function for joint use of mass assignments and the cardinality of focal elements.In this paper,a new non-specificity measure is proposed using lengths of belief intervals,which represent the degree of imprecision.Therefore,it has more intuitive physical meaning.It can be proved that our new measure can be rewritten in a general form for the non-specificity.Our new measure is also proved to be a strict non-specificity measure with some desired properties.Numerical examples,simulations,the related analyses and proofs are provided to show the characteristics and good properties of the new non-specificity definition.An example of an application of the new nonspecificity measure is also presented.

英文摘要:

In the theory of belief functions, the measure of uncertainty is an important concept, which is used for representing some types of uncertainty incorporated in bodies of evidence such as the discord and the non-specificity. For the non-specificity part, some traditional measures use for reference the Hartley measure in classical set theory; other traditional measures use the simple and heuristic function for joint use of mass assignments and the cardinality of focal elements. In this paper, a new non-specificity measure is proposed using lengths of belief intervals, which represent the degree of imprecision. Therefore, it has more intuitive physical meaning. It can be proved that our new measure can be rewritten in a general form for the non-specificity. Our new measure is also proved to be a strict non-specificity measure with some desired properties. Numerical examples, simulations, the related analyses and proofs are provided to show the characteristics and good properties of the new non-specificity definition. An example of an application of the new non- specificity measure is also presented.

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期刊信息
  • 《控制与决策》
  • 北大核心期刊(2011版)
  • 主管单位:中华人民共和国教育部
  • 主办单位:东北大学
  • 主编:张嗣瀛 王福利
  • 地址:沈阳市东北大学125信箱
  • 邮编:110004
  • 邮箱:kzyjc@mail.neu.edu.cn
  • 电话:024-83687766
  • 国际标准刊号:ISSN:1001-0920
  • 国内统一刊号:ISSN:21-1124/TP
  • 邮发代号:8-51
  • 获奖情况:
  • 1997年被评为辽宁省优秀编辑部,1999年期刊影响因子在信息与系统类期刊中排名第二位
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  • 被引量:32961