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For the limitations of the traditional algorithms that can not be reasonably used to predict the traffic, this paper adopted the BP neural network and curvilinear regression coupling algorithms to add the inadequate.

摘 要:针对传统交通量预测方法中的局限性,采用BP神经网络与曲线回归耦合算法,用BP神经网络对历史数据训练,利用曲线回归对各因素待测年份之值进行预测,将各因素的预测值带入已训练好的BP神经网络中,即可得到未来交通量的预测值。

For the limitations of traditional algorithms that can not be reasonably accurately predict the traffic, we have adopted BP neural network and curvilinear regression algorithms. First, we use BP neural network to train on historical data and then use the curve of regression to predict various factors, and then forecast data into the trained BP neural network which has been trained well, you can get future traffic forecasts.

针对以上传统算法的局限性,采用BP神经网络与曲线回归耦合算法,用BP神经网络对历史数据训练,利用曲线回归对各因素待测年份之值预测,将各因素的预测值带入已训练好的BP神经网络中,即可得到未来交通量的预测值。

In order to ensure the reliability and accuracy of theoretical analysis, we use empirical analysis on the market data. At first, we make multivariate statistical regression on the financial indicators, including the day-to-day operating conditions, the stock market performance, and single-stock risk in a fluctuation cycle. On the basis of control variables, we then examine the direct impact of governance indicators and the indirect impact (the cross-variable regression of financial and governance).

为了保证理论分析的可靠性和准确性,运用实证分析法对股票市场一个波动周期内的财务指标(包括日常经营状况、股票市场表现、单只股票风险三方面)做多元统计回归,在此基础上,以财务指标作为控制变量,研究治理指标的直接影响和间接影响(财务与治理变量交叉项的回归)。

For deformation monitoring in dam, simultaneously survey must be taken to physical quantity as well as the distortion value, then functional relation between them can be established by means of statistical regression analysis method that is called regression analysis method.

对大坝进行变形监测,必须同时测量产生变形的各种物理量以及变形的结果,结合统计回归分析的方法建立两者之间的函数关系,这就叫做回归分析方法。

Secondly, the third part utilizes Regression Analysis, Ganger Causality Test and Co-integration Test etc. in the positive study about the relationship between stock markets and economic growth.

发现股票市场对消费、投资及货币需求的影响不大;股市变量对GDP增长的贡献微弱,在股票市场与GDP增长关系的回归模型中股市变量的回归系数很小。

A method was developed to determine the activation energy and material parameters in the hyperbolic sine constitutive equation.The activation energies determined are 570 kJ/mol and 548 kJ/mol for steel T122 in saturation stress and peak stress,respectively.The values of critical strain for dynamic recrystalli...

采用应变硬化速率—应力曲线图较精确地获得了饱和流变应力和峰值应力;用回归法确定了双曲线本构方程中的变形激活能及材料常数,确定了T122钢在饱和应力和峰值应力条件下的变形激活能分别为570和548 kJ/mol;采用力学方法直接从流变曲线确定了T122钢发生动态再结晶的临界应变量,并回归出临界应变量与Zener—Hollomon参数的关系式。

Compute predicted bias and its confidence interval at each given medical decision level. Compare the confidence interval of predicted bias with the definition of acceptable error at the medical decision point and evaluate the two instruments equivalent or not.

计算两台仪器结果的相关系数;作线性回归、求回归方程;计算各给定的医学决定水平上的预期偏差和预期偏差的95%可信限,与可接受误差进行比较,判断两仪器是否具有一致性。

We studied the effects of protein content, pH and ionic strength on viscosity of silver carp myofibril protein by orthogonal rotational regression design, and established the regression equation of silver carp myofibrillar protein solution viscosity with protein content, pH and ionic strengt

利用二次回归正交旋转试验设计,研究了蛋白质浓度、pH、离子强度对鲢鱼肌原纤维蛋白粘度的影响,建立相应的回归方程,分析比较了它们间的相互作用关系,确定了取得最优粘度时,各因素的组

Partial least squares regression is a new high-dimension-project-based nonparametric analysis method, which is an extension of ordinal least squares to deal with some defects of OLS much more efficiently.

偏最小二乘回归是一种基于高维投影思想的新的非参数回归方法,是对一般最小二乘的改进,比较有效地克服了OLS的部分缺点。

Topics include comparisons of means and proportions; the normal distribution; regression and correlation; confounding; concepts of study design, including randomization, sample size, and power considerations; logistic regression; and an overview of some methods in survival analysis.

主题包括平均数和比例的比较、常态分配、回归和相关、混淆变量、研究设计的概念(包含随机、样本数与检定力的考虑);逻辑斯回归、存活分析中一些方法的概述。

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推荐网络例句

According to the clear water experiment, aeration performance of the new equipment is good with high total oxygen transfer coefficient and oxygen utilization ratio.

曝气设备的动力效率在叶轮转速为120rpm~150rpm时取得最大值,此时氧利用率和充氧能力也具有较高值。

The environmental stability of that world - including its crushing pressures and icy darkness - means that some of its most famous inhabitants have survived for eons as evolutionary throwbacks, their bodies undergoing little change.

稳定的海底环境─包括能把人压扁的压力和冰冷的黑暗─意谓海底某些最知名的栖居生物已以演化返祖的样态活了万世,形体几无变化。

When I was in school, the rabbi explained everythingin the Bible two different ways.

当我上学的时候,老师解释《圣经》用两种不同的方法。