测绘与空间地理信息
測繪與空間地理信息
측회여공간지리신식
GEOMATICS & SPATIAL INFORMATION TECHNOLOGY
2015年
1期
200-203
,共4页
徐秀杰%黄张裕%刘国超%冯建桥
徐秀傑%黃張裕%劉國超%馮建橋
서수걸%황장유%류국초%풍건교
变形监测%改进灰色模型%GM-AR模型%预测
變形鑑測%改進灰色模型%GM-AR模型%預測
변형감측%개진회색모형%GM-AR모형%예측
deformation monitoring%gray model%GM-AR model%forecasting
灰色预测模型在变形监测领域已得到广泛的应用和发展,灰色模型在理论上可以进行中长期预测,但实际应用中随着时间的推移预测精度也随之下降,为了解决这一问题,本文对GM(1,1)模型进行了改进并将改进后的GM(1,1)模型与时间序列模型组合,利用GM-AR模型进行预测可提高模型的预测精度,并应用实例证明了该方法的可行性。
灰色預測模型在變形鑑測領域已得到廣汎的應用和髮展,灰色模型在理論上可以進行中長期預測,但實際應用中隨著時間的推移預測精度也隨之下降,為瞭解決這一問題,本文對GM(1,1)模型進行瞭改進併將改進後的GM(1,1)模型與時間序列模型組閤,利用GM-AR模型進行預測可提高模型的預測精度,併應用實例證明瞭該方法的可行性。
회색예측모형재변형감측영역이득도엄범적응용화발전,회색모형재이론상가이진행중장기예측,단실제응용중수착시간적추이예측정도야수지하강,위료해결저일문제,본문대GM(1,1)모형진행료개진병장개진후적GM(1,1)모형여시간서렬모형조합,이용GM-AR모형진행예측가제고모형적예측정도,병응용실예증명료해방법적가행성。
Gray forecast model in deformation monitoring field has been widely used and developed , gray model in theory can be long-term forecasts , but the practical application prediction accuracy over time also fall , in order to solve this problem this paper , GM (1,1) model was modified and improved GM (1,1) model combined with time series models , the use of GM-AR model to predict improve the prediction accuracy and application examples demonstrate the feasibility of the method .