华东交通大学学报
華東交通大學學報
화동교통대학학보
JOURNAL OF EAST CHINA JIAOTONG UNIVERSITY
2013年
1期
58-63
,共6页
指数平滑法%私家车保有量%均方误差%相关指数
指數平滑法%私傢車保有量%均方誤差%相關指數
지수평활법%사가차보유량%균방오차%상관지수
exponential smoothing%private car ownership%mean square error%correlation coefficient
我国经济的快速发展为私人汽车提供了巨大的发展空间,对私家车保有量进行科学预测是确定我国公路交通长短期发展规划,解决交通拥堵、能源紧张、环境污染、资源短缺等一系列问题的关键.首先根据我国2000-2011年的私家车保有量的变化,采用均方误差最小的原则选取指数平滑系数,建立二次、三次指数平滑模型,进而利用该模型对我国2012-2016年的汽车保有量进行预测,为使预测结果趋于合理,最后运用相关系数原理进行评价,选择相对理想的预测结果,从而为私家车保有量的相关决策提供参考.
我國經濟的快速髮展為私人汽車提供瞭巨大的髮展空間,對私傢車保有量進行科學預測是確定我國公路交通長短期髮展規劃,解決交通擁堵、能源緊張、環境汙染、資源短缺等一繫列問題的關鍵.首先根據我國2000-2011年的私傢車保有量的變化,採用均方誤差最小的原則選取指數平滑繫數,建立二次、三次指數平滑模型,進而利用該模型對我國2012-2016年的汽車保有量進行預測,為使預測結果趨于閤理,最後運用相關繫數原理進行評價,選擇相對理想的預測結果,從而為私傢車保有量的相關決策提供參攷.
아국경제적쾌속발전위사인기차제공료거대적발전공간,대사가차보유량진행과학예측시학정아국공로교통장단기발전규화,해결교통옹도、능원긴장、배경오염、자원단결등일계렬문제적관건.수선근거아국2000-2011년적사가차보유량적변화,채용균방오차최소적원칙선취지수평활계수,건립이차、삼차지수평활모형,진이이용해모형대아국2012-2016년적기차보유량진행예측,위사예측결과추우합리,최후운용상관계수원리진행평개,선택상대이상적예측결과,종이위사가차보유량적상관결책제공삼고.
The rapid development of economy in our country provides huge development space for private cars. The scientific forecast of private car ownership is the key to the development of China‘s highway traffic short and long term development planning,which is significant for solving a series of problems,such as the traffic congestion,energy crisis,environmental pollution,resource shortage and so on. First of all,according to the change of China’s private car ownership in 2000-2011,using the minimum mean square error principle,this paper selects exponential smoothing coefficient,establishing secondary exponential smoothing model and expo-nential smoothing model for three times. Then the model is used to predict the 2012-2016 car ownership of Chi-na. To make prediction results more reasonable,this paper finally applies the principle of the correlation coeffi-cient to evaluate,selects relative ideal forecast results,thus providing reference for private car ownership deci-sion-making.