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maximum entropy criterion中文是什么意思

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  • Abstract according to the defect of the conventional bayes " method in the geomechanical engineering back analysis, expanding bayes " method was established in this paper . with the applications of the probability theory and the mathematical statistics principle, the geomechanical engineering random back analysis objects function was founded based on the aic criterion of the decision information theory and the maximum entropy criterion, a the matching question between the observed information and the previous information of the conventional bayes " method were proposed . in addition, the least square method, maximum likelihood method and conventional bayes " method were unified in form
    本文針對巖土工程反分析中使用的傳統(tǒng)貝葉斯法中存在的缺陷,提出了擴展貝葉斯法,從概率論和數(shù)理統(tǒng)計的原理出發(fā),建立了基于決策信息論中aic準則和最大熵準則的巖土工程隨機反演的準則函數(shù),解決了傳統(tǒng)貝葉斯法的觀測信息與先驗信息的匹配問題,并從形式上完成了目前常用的最小二乘法、最大似然法及傳統(tǒng)貝葉斯法準則函數(shù)的統(tǒng)一,并可由觀測數(shù)據(jù)的質(zhì)量和數(shù)量進行預(yù)測模型的辨識。
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