本文主要包括以下内容：分析铁路运量预测的方法；
The main contents of this paper are as follow:A review of the methodologies for railway transportation forecasting;
在1990年到1998年间，公路运输增加了19.4%，而同期铁路货运量下降了43.5%。
Between 1990 and 1998, road haulage increased by 19.4%, while during the same period rail haulage decreased by 43.5%.
这种转变的一个副产品是一些测量经济表现的指数的相对滑落，比如电力消耗，铁路货运量，新增银行信贷。
One by-product is a fall in the relevance of indicators such as power consumption, rail-cargo volume and new bank credit in gauging economic performance.
该友谊大桥能够承载公路运输和铁路集装箱运输，但在此时并没有太大的货运量。
The Friendship Bridge is able to carry road and rail cargo, but there is not much traffic at the moment.
提出了一种基于最小二乘支持向量机(LS - SVM)的铁路客运量预测的新方法。
A new prediction approach for railway passenger volume is put forward by means of Least Squares Support Vector Machine (LS-SVM).
并应用该方法，结合铁路运输业的实际情况，具体度量了信息价值对与货运量和货物周转量等指标的作用和影响。
Finally contacted with the fact in railway transportation, we used this method to measure the information value and influence to the volume of goods transported and rotation volume of goods transport.
对铁路行包od运量的预测提出一种基于重力模型的改进方法。
The paper puts forward an improved method on the basis of gravity model to forecast the od freight volume of railway luggage and parcel transportation.
通过对近年全国铁路货运量的统计数据进行分析，运用灰色理论建立了铁路货运量预测模型。
After analyzing the data on railway freight volume of recent years, the authors establish the railway freight volume forecasting model by use of grey theory.
合资铁路公司的运量和收入不仅与其在铁路网上的位置和地位有关，更与国铁对其分配的上线、上网运输能力和清算价格密切相关。
The transportation capacity of and profits from investment lines are not only related to their location in the railway network, but interrelated with distributed volume and liquidation price.
我国铁路长期以来运能短缺，铁路客运量增长受到制约，导致铁路客运市场份额呈现持续下降的态势。
The share of railway passenger transport market shows continuous decrease status, which caused by long-period lack of transport capacity and down railway passenger traffic volume.
本文就是探索如何更好的使用数据挖掘的相关技术对铁路普通线路客运量进行预测。
The paper's purpose is how to use data mining tools to forecast traffic volume effectively.
目的在于提高铁路货运运量预测能力，实现铁路货运的合理运输。
The purpose was that advance railway freight transportation volume anticipation ability, implemented the rationality of railway freight transportation.
根据有关客运专线运量预测方法，预测北京到上海2012年的客运基线运量，京沪高速铁路建成运营后的转移运量、诱发运量。
The article predicts the transfer traffic volume and inductive traffic volume of Beijing-Shanghai high-speed train put in use in 2012.
近年来铁路提速和重载运输的大力发展、客货运量和行车密度大幅度增长，导致钢轨磨耗日益严重。
Recent years, with the rapid development of railway transportation, and the grate increase in the capacity of trains for passengers and goods, the rail abrasion becomes a serious problem.
在分析铁路客票数据特征的基础上，提出采用分段模糊BP神经网络对铁路客运量进行数据挖掘预测。
The segment fuzzy BP Neural Network is adopted to predict the passenger traffic volume of railways in data mining based on analyzing the data feature of railway passenger tickets.
通过建立株洲站旅客发送量的灰色预测模型，说明利用灰色模型预测铁路客运量具有良好的精度，可以为客流组织提供依据。
The establishment of grey forecast model in Zhuzhou Station has shown better accuracy while forecasting the passenger volume and thus offered reference for passenger flow organization.
通过建立株洲站旅客发送量的灰色预测模型，说明利用灰色模型预测铁路客运量具有良好的精度，可以为客流组织提供依据。
The establishment of grey forecast model in Zhuzhou Station has shown better accuracy while forecasting the passenger volume and thus offered reference for passenger flow organ.
铁路将承担比例高得多的货运量。
The railways will carry a far higher proportion of freight traffic.
本文回顾了建国以来铁路客运量增长情况和客运设备存在的问题。
This paper reviews the growing of the railway passenger flow and the existing problems of the passenger transport facilities.
目前中国铁路使用效率及平均每公里货运量，均位居世界前列。
Now China ranks the antecedency in the world in the using efficiency and freight amount per kilometre.
并提出在利用人工神经网络进行铁路货运量预测时，训练样本的时间长度为最近的一个完整经济周期。
Meanwhile, the length of time on training sample was determined as the recent complete economic cycle when using artificial neural network for railway freight volume forecasting.
10月1日，也就是“十一”长假的第一天，中国铁路客运量达1，030万人次。
On Oct. 1, the first day of the holiday, Chinese railroads carried 10.3 million passengers.
确定铁路建设项目首先要预测运量。
The ridership must be forecasted before the construction of railway is determined.
铁路系统将承担比例高得多的货运量。
The railways will carry a far higher proportion of freight traffic.
但是，铁路货运量受多种因素影响，且各因素的作用机制通常不能或无法用精确的数学语言来准确描述。
Railway freight volumes are influenced by multiple factors, and the action mechanisms of these factors are usually unable to be described with accurate mathematical linguistic forms.
中国铁路一直被誉为中国的“运输大动脉”，以占世界铁路6%的营业里程完成了世界铁路25%的运量。
China railway has been praised as "Transportation Artery", which occupies 6% of the world's railway mileage and 25% of the world's railway traffic.
它是我国国铁路网中唯一运营的米轨铁路，近些年来，米轨铁路的运量逐年增长，机车车辆的技术也有了长足的进步。
It is an important international passage between China and Southeast Asia, which is only one using meter-gage railway in nation road net as yet, have been improved it's traffic volume rapidly.
仅周二一天铁路客运量就达五千万左右。
On Tuesday alone, the railways transported about 50 million passengers.
仅周二一天铁路客运量就达五千万左右。
On Tuesday alone, the railways transported about 50 million passengers.
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