城市勘测
城市勘測
성시감측
URBAN GEOTECHNICAL INVESTIGATION & SURVEYING
2013年
6期
150-152
,共3页
灰色模型%变形监测%时间序列%预测
灰色模型%變形鑑測%時間序列%預測
회색모형%변형감측%시간서렬%예측
green model%deformation observation%time series%forecasting
在分析GM(1,1)建模过程和最小一乘法原理的基础上提出最小一乘法GM(1,1),解算最小一乘法GM(1,1)的线性规划问题,分析和比较了最小一乘法GM(1,1)和GM(1,1)在变形监测数据处理中的应用。结果表明:将变形系统看成灰色体系,采用最小一乘法GM(1,1)模型预报沉降变形监测结果是可行的和有效的,即使在较少的数据信息情况下,通过缩短外推时间,也可以达到较高的预测精度,具有实用和推广价值。
在分析GM(1,1)建模過程和最小一乘法原理的基礎上提齣最小一乘法GM(1,1),解算最小一乘法GM(1,1)的線性規劃問題,分析和比較瞭最小一乘法GM(1,1)和GM(1,1)在變形鑑測數據處理中的應用。結果錶明:將變形繫統看成灰色體繫,採用最小一乘法GM(1,1)模型預報沉降變形鑑測結果是可行的和有效的,即使在較少的數據信息情況下,通過縮短外推時間,也可以達到較高的預測精度,具有實用和推廣價值。
재분석GM(1,1)건모과정화최소일승법원리적기출상제출최소일승법GM(1,1),해산최소일승법GM(1,1)적선성규화문제,분석화비교료최소일승법GM(1,1)화GM(1,1)재변형감측수거처리중적응용。결과표명:장변형계통간성회색체계,채용최소일승법GM(1,1)모형예보침강변형감측결과시가행적화유효적,즉사재교소적수거신식정황하,통과축단외추시간,야가이체도교고적예측정도,구유실용화추엄개치。
Based on analysis of progress of GM (1,1) modeling and principle of least absolute deviation , the article propose GM(1,1) model based on least absolute deviation and solute the linear programming problem in GM (1,1) mod-el based on least absolute deviation , analyze and compare GM (1,1) model based on least absolute deviation with GM (1,1) in application of deformation observation data processing .The results show that take The deformed system as gray system and adopt GM (1,1) model based on least absolute deviation to predict deformation monitoring results is feasible and effective , even in the case of less data , extrapolation by shortening the time , higher prediction accuracy can also be reached , so it has practical and promotional value .