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可能性空间中学习过程一致收敛速度的界 被引量:12
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作者 哈明虎 王鹏 《河北大学学报(自然科学版)》 CAS 2004年第1期1-6,共6页
在概率空间上统计学习理论是机器学习的重要组成部分.在概率空间上统计学习理论中一致收敛速度的界有重要的意义,利用经验风险最小化原则,这些界决定了学习机器的推广能力.本文在可能性空间中讨论了学习过程一致收敛速度的界,给出了一... 在概率空间上统计学习理论是机器学习的重要组成部分.在概率空间上统计学习理论中一致收敛速度的界有重要的意义,利用经验风险最小化原则,这些界决定了学习机器的推广能力.本文在可能性空间中讨论了学习过程一致收敛速度的界,给出了一致收敛速度的界的估计并讨论了这些界和函数集容量之间的关系. 展开更多
关键词 可能性空间 可信性则度 期望 经验风验
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Updating empirical results of wind loads on cooling towers for turbulence intensity effects
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作者 Cheng Xiaoxiang 《Journal of Southeast University(English Edition)》 EI CAS 2021年第4期413-420,共8页
Variations of wind effects on large cooling towers observed at different turbulence intensities for our previous full-scale measurements might be caused by the inherent uncertainties in our physical experiments.Accord... Variations of wind effects on large cooling towers observed at different turbulence intensities for our previous full-scale measurements might be caused by the inherent uncertainties in our physical experiments.Accordingly,the one-way analysis of variance(ANOVA)technique is employed for analyzing the data measured on the prototype Pengcheng cooling tower.Because ANOVA indicates that the variations of full-scale wind effects are basically the effects of turbulence intensity,the empirical results of wind loads on cooling towers obtained by generalizing physical experimental data without considering the turbulence intensity effects are updated using model test results obtained in multiple flow fields.The empirical fluctuating wind pressure distribution is updated based on the fact that the fluctuating wind pressure coefficient linearly increases with the increase in the turbulence intensity,and the empirical formulae of the spectra and the coherences is updated based on conservative assumptions.Comparisons of the empirical results and full-scale measurement data suggest that the original empirical results are either too conservative or unsafe for use.However,economic efficiency and conservativeness will be balanced if the updated empirical results are employed for the wind engineering design. 展开更多
关键词 cooling tower empirical formula wind tunnel test full-scale measurement turbulence intensity
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