Page 154 - 《水资源与水工程学报》2023年第3期
P. 154
1 5 0 & ' ( ) & * + , - 2023 $
ýô¥r=VÔnz"U, rVÒ GPRh 248-254.
©LM。¶Ozn&ÀX±, Õ [6]>0³. 9.P1[z."LMh[J]. o±Z
.88-,2016,44(5):543-546.
ô¥rÀÏR¶Pi¨uzôõ, ôùaÀ°
[7]ÚŲ, ú2µ, úëà, E. XªÎn¬1/©Ô£±
P'RW, {6hLMAÖ¿P, Z[n&èé
LMh%S[J]. N-&Õ8-,2022,41(1):63-73.
Wavelet-GPRh¥M²H±ª"zÊ
[8]8 i, &@B, ÃGà. 9. GP-XGBoost z."LM
Ò´²ÎÏÏR1PÀ1。uºô{Ui h[J]. NVNÕ23©e,2021,41(5):41-46+70.
z®¢WZ[¬$、 i¨)×鳧¨, ®¢ù [9]ö E, ÚGP. 9.\2 - P1[ÇxzPS"L
ÏÀÚB¶PÏRôÃi¨, Ì&, Sá·®<í MhP=ÊÒ[J]. NÕÚR28,2020,38(8):79-82.
*èe¿)*z%S, ©{$÷í´µ。 [10]Ã-!. uºP=Z[ÊÒ[M]. =: !
Z
±üA,2005.
6 U V [11]* , ô!Â, U >, E. ÓÐuº{UýôP=¼
½JT#/uzÊÒ[J]. !
Z[8-,
Oï*uºrè"- Wavelet-GPRh, 2020,56(11):96-107.
-GÀÒ.LM²H±ª'ýzh。0Òí [12]GJ, .ã, \. 9. EEMD- uº{Uô
hnk²H±ªz"'ý©imL z¡"h^Âie[J]. .88-( 672
M, =±üè: 8WZ[3Hü),2020,53(4):378-385.
[13] á, mÀ². 9.uºÀz&!²[:Ðuô
( 1)Wavelet-GPRh8]LM*ÇÈ
´µz%S[J]. ²3H,2018,47(12):328-333.
z'ýgbm^¹, ÜÅ=LMU³L
[14]ª5, Ú, ú ¾, E. m EMDWuº{Uôz
MU, LM¿_`, ;-Gz Wavelet-GPRh
GB-RAR¡¥M/ô[J]. M«¶-,2022(S2):
ÎÏmr1。 227-232+240.
(2) ' ô S GPR h z J > ¢ [15]öïO, úrº, XÛÕ, E. uºýôW\2÷mÇ
(RMSE MAE) &¦: VÒuº{UôÞA xNj!Âi[J]. X-8,2014,35(S2):338-342.
Mi¨©ô¥r, ÀÏRÆ4uôõï|z [16]à þ, Ð, D Ý. uºôz¦uezÐà³R
!"LM[J]. M«28,2017,42(10):134-137+160.
i¨MUWnUà½zq, L}©{$°P
[17]UÃÃ, &@B. ."zuº - ûLMh[J]. b
GPRhzLMAÖ。
±28\\-,2020,37(11):59-63.
( 3) LhzLM¿èX, §´ GPRh,
[18]ÃG, ÿO<, ±#?, E. 9.uºôzÆä"À
Wavelet-GPRhzMUqi=LMU mLMh[J]. MǦ-,2021(10):127-131.
95%Hnofz¼´°0Åý, ÜÅ Wavelet- [19]Ú_. Nõ¾/¬rW^L§´µ%S[D].
GPRh²H±ªZ[ÊÒuÎÏÀ1 ,u: pz.8,2018.
ÏR1。 [20]µµ, . . 9.P1&mhzE¾/e[J]. l
ê.88-( r8ü),2016,54(5):1096-1102.
Ì&,Wavelet-GPRhÀÒ.²H±ªz
[21]&â1, ô g. 9.Õoh^]uº{Uz6
'ý, Ú =VÎÏYPHÖzLM¿, Ï
/ô[J]. '!MRWI¾,2017,25(1):204-
V.ý.=r!¯ztu, ¡.za0 208+220.
°Á28ï¨。 [22]8Ã. Xª«ZÊ-W'ý[D]. TU: v
NVNÕ.8,2016.
yzFG:
[23]&!¿, ö %, 7Â. P1[!8]P=Z[Ê
[1] |. .a¥M3H]÷[J]. \À§,2021,11
Ò[M]. =: 28±üA,2020.
(1):70-71.
[24]TANGLibin,NAS.Comparisonofmachinelearningmeth
[2]°:. Ò{¢1Âi¦'&EXÞÔz«R
odsforgroundsettlementpredictionwithdifferenttunneling
"[J]. .MWXZMc,1980(2):3-13.
datasets[J].JournalofRockMechanicsandGeotechnical
[3]WILLIAMSCKI,RASMUSSENCE.Gaussianprocessesfor
Engineering,2021,13(6):1274-1289.
regression [C]//Proceedingsofthe8thInternationalConfer
[25], úÀÖ, À, E. ÈP¼L$"ÌÍzP1
enceonNeuralInformationProcessingSystems,1995.
[-hPLM[J]. M«28,2018,43(4):114-121.
[4]RASMUSSENCE,WILLIAMSCKI.Gaussianprocessesfor
[26]>0³, ¾.D, öG>, E. 9.´P1[Çx
machinelearning [M].Cambridge:TheMITpress,2006.
z."LMh[J]. |vrZ.88-( 672
[5]ú-w, ö _. 9.P1[Çxz"BÚLMh
8ü),2022,45(1):67-73.
PÊÒ[J]. ´þ.88-( 28ü),2018,43(2):