航空学报 > 1999, Vol. 20 Issue (5): 462-465

概率密度曲线及其参数估计的模糊与随机方法

陈群志, 刘文珽, 金平, 胡仁伟   

  1. 北京航空航天大学固体力学研究所 北京 100083
  • 收稿日期:1998-07-13 修回日期:1998-09-22 出版日期:1999-10-25 发布日期:1999-10-25

FUZZY AND RANDOM METHOD FOR ESTIMATING PROBABILITY DENSITY AND ITS PARAMETERS

CHEN Qun-zhi, LIU Wen-ting, JIN Ping, HU Ren-wei   

  1. Solid Mechanics Research Center, Beijing Univ.of Aero. and Astro., Beijing 100083, China
  • Received:1998-07-13 Revised:1998-09-22 Online:1999-10-25 Published:1999-10-25

摘要: 首次提出了概率密度曲线及其参数估计的模糊与随机方法,并以一组疲劳寿命数据为例描述了参数估计的具体过程。对随机样本分别采用模糊与随机方法和数理统计方法进行了参数估计,结果表明:用模糊与随机方法比用数理统计方法得到参数估计值更接近理论值。

关键词: 概率密度, 参数估计, 模糊与随机, 数理统计

Abstract: A fuzzy and random method for estimating the probability density curve and its parameters was put forward for the first time.The specific process deriving the parameters was presented by dealing with a group of fatigue life data.The parameters were obtained from the random samples by adopting the fuzzy and random method and the mathematical statistics method,respectively.And the results showed that the estimated values of the parameters by means of the fuzzy and random method are closer to the theoretical ones than those of the mathematical statistics method.

Key words: p robability density, parameters est imat ing, fuzzy and random, mathemat ical stat ist ics

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