系统仿真学报 ›› 2021, Vol. 33 ›› Issue (11): 2691-2696.doi: 10.16182/j.issn1004731x.joss.21-FZ0809

• 仿真模型/系统置信度评估技术 • 上一篇    下一篇

基于Vague集的仿真系统可信度指标规范化

任宇航, 李伟*, 马萍, 杨明   

  1. 哈尔滨工业大学 控制与仿真中心,黑龙江 哈尔滨 150001
  • 收稿日期:2021-06-15 修回日期:2021-08-11 出版日期:2021-11-18 发布日期:2021-11-17
  • 通讯作者: 李伟(1980-),男,博士,教授,研究方向为复杂系统建模与评估。E-mail:frank@hit.edu.cn
  • 作者简介:任宇航(1997-),男,博士生,研究方向为复杂系统仿真与评估。E-mail:ryh199669@163.com
  • 基金资助:
    国家重点研发计划(2018YFB1701600)

Normalization of Simulation System Credibility Index Based on Vague Set

Ren Yuhang, Li Wei*, Ma Ping, Yang Ming   

  1. Control and Simulation Center, Harbin Institute of Technology, Harbin 150001, China
  • Received:2021-06-15 Revised:2021-08-11 Online:2021-11-18 Published:2021-11-17

摘要: 针对仿真系统可信度指标类型多样、指标结果难以向可信度转换的问题,提出一种基于Vague集的可信度指标规范化方法,包括定性与定量2种指标的转化方法;针对可信度Vague值指标综合的问题,给出了基于Vague集的加权算术平均算子与加权几何平均算子,说明了2种算子的应用场合;依据Vague集相似度原理,提出一种可信度Vague值向可信度单值转换的方法,提高了该指标规范化方法的适用性;通过应用于某仿真系统可信度评估中,验证了该方法的有效性与可行性。

关键词: 可信度评估, Vague集, 指标规范化, 指标综合

Abstract: Focus on various types of simulation system credibility indexes and the difficulty to convert the index results to credibility, a normalization method of credibility indexes based on Vague sets is proposed, which includes qualitative and quantitative conversion methods; Aiming at the problem of credibility Vague value index synthesis, the weighted arithmetic mean operator and the weighted geometric mean operator based on Vague set are given, and the applications are explained; According to the similarity principle of Vague sets, a method of transforming the credibility Vague value to the credibility single value is proposed, which improves the applicability of the index normalization method; The validity and feasibility of the method are verified by the credibility assessment of a simulation system.

Key words: credibility evaluation, Vague sets, normalization of index value, multiple-parameters evaluation

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