Multi-objective optimization-based updating of predictions during excavation
In this paper, an efficient multi-objective optimization (MOOP)-based updating framework is established, which involves (1) the development of an enhanced multi-objective differential evolution algorithm with good searching ability and high convergence speed, (2) the development of an enhanced aniso...
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| Published in: | Engineering applications of artificial intelligence Vol. 78; pp. 102 - 123 |
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| Main Authors: | , , , |
| Format: | Journal Article |
| Language: | English |
| Published: |
Elsevier Ltd
01.02.2019
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| Subjects: | |
| ISSN: | 0952-1976, 1873-6769 |
| Online Access: | Get full text |
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| Abstract | In this paper, an efficient multi-objective optimization (MOOP)-based updating framework is established, which involves (1) the development of an enhanced multi-objective differential evolution algorithm with good searching ability and high convergence speed, (2) the development of an enhanced anisotropic elastoplastic model considering small-strain stiffness with its implementation into a finite element code, and (3) the proposal of an identification procedure for parameters using field measurements followed by an updating procedure. The proposed updating framework is verified with a well-documented excavation case where the small-strain stiffness, the anisotropy of elasticity, the anisotropy of yield surface for natural clays, and the parameters of the supporting structures and diaphragm wall are consecutively updated during the staged excavation process. The advantages of the proposed updating framework compared to the Bayesian updating on the same case are also illustrated. |
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| AbstractList | In this paper, an efficient multi-objective optimization (MOOP)-based updating framework is established, which involves (1) the development of an enhanced multi-objective differential evolution algorithm with good searching ability and high convergence speed, (2) the development of an enhanced anisotropic elastoplastic model considering small-strain stiffness with its implementation into a finite element code, and (3) the proposal of an identification procedure for parameters using field measurements followed by an updating procedure. The proposed updating framework is verified with a well-documented excavation case where the small-strain stiffness, the anisotropy of elasticity, the anisotropy of yield surface for natural clays, and the parameters of the supporting structures and diaphragm wall are consecutively updated during the staged excavation process. The advantages of the proposed updating framework compared to the Bayesian updating on the same case are also illustrated. |
| Author | Yin, Zhen-Yu Huang, Hong-Wei Zhou, Wan-Huan Jin, Yin-Fu |
| Author_xml | – sequence: 1 givenname: Yin-Fu surname: Jin fullname: Jin, Yin-Fu organization: Department of Civil and Environmental Engineering, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong – sequence: 2 givenname: Zhen-Yu surname: Yin fullname: Yin, Zhen-Yu email: zhenyu.yin@polyu.edu.hk organization: Department of Civil and Environmental Engineering, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong – sequence: 3 givenname: Wan-Huan surname: Zhou fullname: Zhou, Wan-Huan organization: Department of Civil and Environmental Engineering, Faculty of Science and Technology, University of Macau, Macau, China – sequence: 4 givenname: Hong-Wei surname: Huang fullname: Huang, Hong-Wei organization: Key Laboratory of Geotechnical and Underground Engineering of Ministry of Education; Department of Geotechnical Engineering, College of Civil Engineering, Tongji University, Shanghai, 200092, China |
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| Cites_doi | 10.1061/(ASCE)GT.1943-5606.0000782 10.1016/j.compgeo.2016.12.032 10.1002/nag.340 10.1109/MCI.2017.2742868 10.1007/s11440-016-0486-0 10.1002/nme.1620230303 10.1007/s12205-016-0378-8 10.1360/04ye0199 10.1680/geolett.13.00070 10.1680/geot.1983.33.2.165 10.1002/nag.2287 10.1061/(ASCE)GT.1943-5606.0001010 10.1016/j.asoc.2012.11.003 10.1061/(ASCE)1090-0241(1998)124:9(798) 10.1111/j.1467-8667.2012.00759.x 10.1080/0305215X.2010.542811 10.1016/j.asoc.2017.01.030 10.1061/(ASCE)AS.1943-5525.0000464 10.1139/T07-073 10.1109/TEVC.2009.2014613 10.1631/jzus.A1500031 10.1061/(ASCE)GT.1943-5606.0000527 10.1080/17415977.2016.1259315 10.1111/1467-8667.00284 10.1061/(ASCE)0733-9410(1991)117:1(89) 10.1080/09205071.2013.801040 10.1016/j.advengsoft.2018.04.003 10.3208/sandf.44.4_27 10.1007/s10035-016-0644-y 10.1016/j.enggeo.2018.03.019 10.1139/t00-018 10.1002/nag.1019 10.1016/j.compgeo.2007.04.003 10.1016/j.tust.2013.10.013 10.1016/0041-5553(67)90144-9 10.1109/4235.996017 10.1162/106365600568202 10.1108/EC-06-2014-0140 10.1137/0111030 10.1016/j.asoc.2007.05.003 10.1016/S0167-4730(00)00005-9 10.1002/nag.2551 10.1016/j.ijsolstr.2009.11.004 10.1002/nag.2714 10.1111/mice.12142 10.1080/1064119X.2013.797060 10.1016/j.compgeo.2007.08.008 10.1109/TEVC.2003.810758 10.1680/geot.1992.42.2.289 10.1002/nag.684 10.1016/j.neucom.2013.06.043 10.1016/j.compgeo.2012.03.003 10.1061/(ASCE)1090-0241(2008)134:10(1448) 10.3390/su8060573 10.1139/t07-014 10.1016/j.oceaneng.2018.01.023 10.1061/JSFEAQ.0001756 10.1061/(ASCE)1090-0241(2005)131:7(826) 10.1016/0009-2614(85)80574-1 10.1002/nag.614 10.1002/nag.2487 10.1680/geot.2007.00029 10.1061/(ASCE)GM.1943-5622.0000286 10.1016/j.ins.2017.09.051 10.1016/j.compgeo.2008.01.007 10.1093/comjnl/7.4.308 10.1680/geot.8.P.027 10.1023/A:1008202821328 10.1139/t02-119 10.1016/j.compgeo.2004.03.004 10.1016/j.compgeo.2009.11.005 |
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| Keywords | Finite element method Clay Excavation Constitutive model Automatic updating Multi-objective optimization |
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| References | Juang, Hsein, Luo, Atamturktur, Huang (b32) 2012; 139 Wang, Ravichandran, Juang (b69) 2012; 44 Marquardt (b40) 1963; 11 Hardin, Drnevich (b16) 1972; 98 Yao, Hou, Zhou (b73) 2009; 59 Yin, Hicher (b79) 2008; 32 Storn, Price (b60) 1997; 11 Moré (b41) 1978 Kung, Hsiao, Junag (b36) 2007; 44 Huang, Zhang, Cheng, Zhang, Xia (b22) 2014; 28 Wheeler, Näätänen, Karstunen, Lojander (b70) 2003; 40 Karstunen, Yin (b34) 2010; 60 Jin, Yin, Shen, Zhang (b30) 2017; 25 Shen, Wu, Cui, Yin (b58) 2014; 40 Yao, Sun, Luo (b75) 2004; 28 Deb (b11) 2001 Nourbakhsh, Safikhani, Derakhshan (b43) 2011; 43 Sobol (b59) 1967; 7 Price, Storn (b52) 1997; 22 Zitzler, E., Laumanns, M., Thiele, L., 2001. SPEA2: Improving the Strength Pareto Evolutionary Algorithm, TIK-report, 103. Deb, Pratap, Agarwal, Meyarivan (b12) 2002; 6 Finno, Calvello (b14) 2005; 131 Hashash, Levasseur, Osouli, Finno, Malecot (b17) 2010; 37 Van Veldhuizen, Lamont (b65) 1998 Schädlich, Schweiger (b56) 2012; 13 Jiang, Shen, Utili (b25) 2016; 33 Abbass, Sarker, Newton (b1) 2001 Jiang, Sima, Li, Zhou, Cui (b26) 2017; 41 Špačková, Straub (b67) 2013; 28 Nelder, Mead (b42) 1965; 7 Yin, Chang, Karstunen, Hicher (b78) 2010; 47 Karstunen, Koskinen (b33) 2008; 45 Kung, Ou, Juang (b37) 2009; 36 Yin, Yin, Huang (b83) 2015; 33 Chen, Zhao (b8) 2002; 17 Jin, Yin, Riou, Hicher (b28) 2017; 21 Zitzler, Thiele, Laumanns, Fonseca, Da Fonseca (b90) 2003; 7 Zhang, Mahadevan (b85) 2000; 22 Hsiao, Schuster, Juang, Kung (b21) 2008; 134 Angira, Babu (b4) 2005 Yin, Jin, Shen, Hicher (b80) 2018; 42 Venske, Gonçalves, Delgado (b66) 2014; 127 Panduro, Brizuela, Garza, Hinojosa, Reyna (b48) 2013; 27 Parsopoulos, Tasoulis, Pavlidis, Plagianakos, Vrahatis (b50) 2004 Allman, Atkinson (b3) 1992; 42 Lim, Ou, Hsieh (b39) 2010; 5 Yin, Zhu, Yin, Ni (b84) 2014; 4 Ye, Jin, Shen, Sun, Zhou (b77) 2016; 17 Jin, Yin, Shen, Hicher (b29) 2016; 40 Babu, Anbarasu (b5) 2005 Ortiz, Simo (b44) 1986; 23 Yao, Sun, Matsuoka (b76) 2008; 35 Sun, Betti (b61) 2015; 30 Sun, Jiang, Yin, Zhou (b62) 2018; 239 Kukkonen, Lampinen (b35) 2005 Papon, Riou, Dano, Hicher (b49) 2012; 36 Calvello, Finno (b7) 2004; 31 Vucetic, Dobry (b68) 1991; 117 Da Ronco, Benini (b10) 2013; 13 Ou, Shiau, Wang (b46) 2000; 37 Jin, Yin (b27) 2018; 121 Yin, Karstunen, Chang, Koskinen, Lojander (b82) 2011; 137 Holland (b20) 1992 Levasseur, Malécot, Boulon, Flavigny (b38) 2008; 32 Corne, Jerram, Knowles, Oates (b9) 2001 Deb, Thiele, Laumanns, Zitzler (b13) 2005 Teng, Ou, Hsieh (b63) 2014; 140 Graham, Houlsby (b15) 1983; 33 Jiang, Li, Chareyre (b24) 2016; 18 Yin, Jin, Shen, Huang (b81) 2017; 12 Alatas, Akin, Karci (b2) 2008; 8 Tian, Cheng, Zhang, Jin (b64) 2017; 12 Babu, Jehan (b6) 2003 Qi, Zhou (b54) 2017; 85 Jin, Yin, Wu, Zhou (b31) 2018; 154 Zhao, Zhang, Jeng, Wang, Chen (b87) 2015; 39 Pal, Saha, Bandyopadhyay (b47) 2018; 423 Xue, Sanderson, Graves (b72) 2003 Hattab, Hicher (b18) 2004; 44 Head, Zerner (b19) 1985; 122 Rechea, Levasseur, Finno (b55) 2008; 35 Xu, Shen, Ren, Wu (b71) 2016; 8 Ou, Liao, Lin (b45) 1998; 124 Poles, Fu, Rigoni (b51) 2009 Yao, Lu, Zhou, Zou (b74) 2004; 47 Zitzler, Deb, Thiele (b88) 2000; 8 Huang, Zhao, Mallipeddi, Suganthan (b23) 2009 Pulluri, Naresh, Sharma (b53) 2017; 54 Zhang, Sanderson (b86) 2009; 13 Shen, Wang, Cheng (b57) 2017 Abbass (10.1016/j.engappai.2018.11.002_b1) 2001 Ye (10.1016/j.engappai.2018.11.002_b77) 2016; 17 Van Veldhuizen (10.1016/j.engappai.2018.11.002_b65) 1998 Alatas (10.1016/j.engappai.2018.11.002_b2) 2008; 8 Zhang (10.1016/j.engappai.2018.11.002_b85) 2000; 22 Chen (10.1016/j.engappai.2018.11.002_b8) 2002; 17 Poles (10.1016/j.engappai.2018.11.002_b51) 2009 Schädlich (10.1016/j.engappai.2018.11.002_b56) 2012; 13 10.1016/j.engappai.2018.11.002_b89 Storn (10.1016/j.engappai.2018.11.002_b60) 1997; 11 Jin (10.1016/j.engappai.2018.11.002_b29) 2016; 40 Venske (10.1016/j.engappai.2018.11.002_b66) 2014; 127 Wheeler (10.1016/j.engappai.2018.11.002_b70) 2003; 40 Hsiao (10.1016/j.engappai.2018.11.002_b21) 2008; 134 Sobol (10.1016/j.engappai.2018.11.002_b59) 1967; 7 Lim (10.1016/j.engappai.2018.11.002_b39) 2010; 5 Zhao (10.1016/j.engappai.2018.11.002_b87) 2015; 39 Jin (10.1016/j.engappai.2018.11.002_b31) 2018; 154 Papon (10.1016/j.engappai.2018.11.002_b49) 2012; 36 Yao (10.1016/j.engappai.2018.11.002_b74) 2004; 47 Corne (10.1016/j.engappai.2018.11.002_b9) 2001 Shen (10.1016/j.engappai.2018.11.002_b58) 2014; 40 Babu (10.1016/j.engappai.2018.11.002_b6) 2003 Jiang (10.1016/j.engappai.2018.11.002_b26) 2017; 41 Moré (10.1016/j.engappai.2018.11.002_b41) 1978 Holland (10.1016/j.engappai.2018.11.002_b20) 1992 Jin (10.1016/j.engappai.2018.11.002_b30) 2017; 25 Xue (10.1016/j.engappai.2018.11.002_b72) 2003 Huang (10.1016/j.engappai.2018.11.002_b23) 2009 Jin (10.1016/j.engappai.2018.11.002_b27) 2018; 121 Nelder (10.1016/j.engappai.2018.11.002_b42) 1965; 7 Kung (10.1016/j.engappai.2018.11.002_b36) 2007; 44 Yao (10.1016/j.engappai.2018.11.002_b75) 2004; 28 Yin (10.1016/j.engappai.2018.11.002_b79) 2008; 32 Vucetic (10.1016/j.engappai.2018.11.002_b68) 1991; 117 Da Ronco (10.1016/j.engappai.2018.11.002_b10) 2013; 13 Xu (10.1016/j.engappai.2018.11.002_b71) 2016; 8 Yao (10.1016/j.engappai.2018.11.002_b76) 2008; 35 Marquardt (10.1016/j.engappai.2018.11.002_b40) 1963; 11 Tian (10.1016/j.engappai.2018.11.002_b64) 2017; 12 Graham (10.1016/j.engappai.2018.11.002_b15) 1983; 33 Price (10.1016/j.engappai.2018.11.002_b52) 1997; 22 Ou (10.1016/j.engappai.2018.11.002_b45) 1998; 124 Teng (10.1016/j.engappai.2018.11.002_b63) 2014; 140 Yin (10.1016/j.engappai.2018.11.002_b83) 2015; 33 Calvello (10.1016/j.engappai.2018.11.002_b7) 2004; 31 Huang (10.1016/j.engappai.2018.11.002_b22) 2014; 28 Shen (10.1016/j.engappai.2018.11.002_b57) 2017 Yin (10.1016/j.engappai.2018.11.002_b82) 2011; 137 Angira (10.1016/j.engappai.2018.11.002_b4) 2005 Babu (10.1016/j.engappai.2018.11.002_b5) 2005 Jin (10.1016/j.engappai.2018.11.002_b28) 2017; 21 Pal (10.1016/j.engappai.2018.11.002_b47) 2018; 423 Yin (10.1016/j.engappai.2018.11.002_b81) 2017; 12 Deb (10.1016/j.engappai.2018.11.002_b11) 2001 Sun (10.1016/j.engappai.2018.11.002_b61) 2015; 30 Hashash (10.1016/j.engappai.2018.11.002_b17) 2010; 37 Sun (10.1016/j.engappai.2018.11.002_b62) 2018; 239 Yin (10.1016/j.engappai.2018.11.002_b84) 2014; 4 Allman (10.1016/j.engappai.2018.11.002_b3) 1992; 42 Ou (10.1016/j.engappai.2018.11.002_b46) 2000; 37 Nourbakhsh (10.1016/j.engappai.2018.11.002_b43) 2011; 43 Karstunen (10.1016/j.engappai.2018.11.002_b34) 2010; 60 Yin (10.1016/j.engappai.2018.11.002_b78) 2010; 47 Deb (10.1016/j.engappai.2018.11.002_b12) 2002; 6 Špačková (10.1016/j.engappai.2018.11.002_b67) 2013; 28 Jiang (10.1016/j.engappai.2018.11.002_b25) 2016; 33 Karstunen (10.1016/j.engappai.2018.11.002_b33) 2008; 45 Yao (10.1016/j.engappai.2018.11.002_b73) 2009; 59 Head (10.1016/j.engappai.2018.11.002_b19) 1985; 122 Kung (10.1016/j.engappai.2018.11.002_b37) 2009; 36 Levasseur (10.1016/j.engappai.2018.11.002_b38) 2008; 32 Rechea (10.1016/j.engappai.2018.11.002_b55) 2008; 35 Juang (10.1016/j.engappai.2018.11.002_b32) 2012; 139 Yin (10.1016/j.engappai.2018.11.002_b80) 2018; 42 Hattab (10.1016/j.engappai.2018.11.002_b18) 2004; 44 Ortiz (10.1016/j.engappai.2018.11.002_b44) 1986; 23 Parsopoulos (10.1016/j.engappai.2018.11.002_b50) 2004 Pulluri (10.1016/j.engappai.2018.11.002_b53) 2017; 54 Jiang (10.1016/j.engappai.2018.11.002_b24) 2016; 18 Kukkonen (10.1016/j.engappai.2018.11.002_b35) 2005 Hardin (10.1016/j.engappai.2018.11.002_b16) 1972; 98 Qi (10.1016/j.engappai.2018.11.002_b54) 2017; 85 Deb (10.1016/j.engappai.2018.11.002_b13) 2005 Zitzler (10.1016/j.engappai.2018.11.002_b90) 2003; 7 Wang (10.1016/j.engappai.2018.11.002_b69) 2012; 44 Finno (10.1016/j.engappai.2018.11.002_b14) 2005; 131 Panduro (10.1016/j.engappai.2018.11.002_b48) 2013; 27 Zitzler (10.1016/j.engappai.2018.11.002_b88) 2000; 8 Zhang (10.1016/j.engappai.2018.11.002_b86) 2009; 13 |
| References_xml | – volume: 13 start-page: 861 year: 2012 end-page: 868 ident: b56 article-title: Influence of anisotropic small strain stiffness on the deformation behavior of geotechnical structures publication-title: Int. J. Geomech. – start-page: 190 year: 2009 end-page: 194 ident: b23 article-title: Multi-objective optimization using self-adaptive differential evolution algorithm publication-title: Evolutionary Computation, 2009 CEC’09. IEEE Congress on – start-page: 971 year: 2001 end-page: 978 ident: b1 article-title: PDE: a pareto-frontier differential evolution approach for multi-objective optimization problems publication-title: Evolutionary Computation, 2001. Proceedings of the 2001 Congress on – volume: 98 start-page: 603 year: 1972 end-page: 624 ident: b16 article-title: Shear modulus and damping in soils: Measurement and parameter effects (Terzaghi Leture) publication-title: J. Soil Mech. Found. Div. – reference: Zitzler, E., Laumanns, M., Thiele, L., 2001. SPEA2: Improving the Strength Pareto Evolutionary Algorithm, TIK-report, 103. – volume: 122 start-page: 264 year: 1985 end-page: 270 ident: b19 article-title: A Broyden—Fletcher—Goldfarb—Shanno optimization procedure for molecular geometries publication-title: Chem. Phys. Lett. – volume: 21 start-page: 1123 year: 2017 end-page: 1134 ident: b28 article-title: Identifying creep and destructuration related soil parameters by optimization methods publication-title: KSCE J. Civil Eng. – volume: 28 start-page: 323 year: 2004 end-page: 337 ident: b75 article-title: A critical state model for sands dependent on stress and density publication-title: Int. J. Numer. Anal. Methods Geomech. – volume: 47 start-page: 665 year: 2010 end-page: 677 ident: b78 article-title: An anisotropic elastic-viscoplastic model for soft clays publication-title: Int. J. Solids Struct. – start-page: 443 year: 2005 end-page: 450 ident: b35 article-title: GDE3: the third evolution step of generalized differential evolution publication-title: Evolutionary Computation, 2005. The 2005 IEEE Congress on – volume: 127 start-page: 65 year: 2014 end-page: 77 ident: b66 article-title: ADEMO/D: multiobjective optimization by an adaptive differential evolution algorithm publication-title: Neurocomputing – volume: 42 start-page: 70 year: 2018 end-page: 94 ident: b80 article-title: Optimization techniques for identifying soil parameters in geotechnical engineering: Comparative study and enhancement publication-title: Int. J. Numer. Anal. Methods Geomech. – volume: 40 start-page: 1219 year: 2016 end-page: 1240 ident: b29 article-title: Selection of sand models and identification of parameters using an enhanced genetic algorithm publication-title: Int. J. Numer. Anal. Methods Geomech. – volume: 60 start-page: 735 year: 2010 end-page: 749 ident: b34 article-title: Modelling time-dependent behaviour of Murro test embankment publication-title: Geotechnique – volume: 35 start-page: 210 year: 2008 end-page: 222 ident: b76 article-title: A unified constitutive model for both clay and sand with hardening parameter independent on stress path publication-title: Comput. Geotech. – volume: 17 start-page: 76 year: 2016 end-page: 88 ident: b77 article-title: An efficient parameter identification procedure for soft sensitive clays publication-title: J. Zhejiang Univ. Sci. A – volume: 11 start-page: 341 year: 1997 end-page: 359 ident: b60 article-title: Differential evolution–a simple and efficient heuristic for global optimization over continuous spaces publication-title: J. Global Optim. – volume: 11 start-page: 431 year: 1963 end-page: 441 ident: b40 article-title: An algorithm for least-squares estimation of nonlinear parameters publication-title: J. Soc. Ind. Appl. Math. – volume: 36 start-page: 304 year: 2009 end-page: 319 ident: b37 article-title: Modeling small-strain behavior of Taipei clays for finite element analysis of braced excavations publication-title: Comput. Geotech. – volume: 139 start-page: 395 year: 2012 end-page: 406 ident: b32 article-title: Bayesian updating of soil parameters for braced excavations using field observations publication-title: J. Geotech. Geoenviron. Eng. – volume: 44 start-page: 1 year: 2012 end-page: 8 ident: b69 article-title: Bayesian updating of KJHH model for prediction of maximum ground settlement in braced excavations using centrifuge data publication-title: Comput. Geotech. – volume: 59 start-page: 451 year: 2009 end-page: 469 ident: b73 article-title: UH model: three-dimensional unified hardening model for overconsolidated clays publication-title: Geotechnique – volume: 6 start-page: 182 year: 2002 end-page: 197 ident: b12 article-title: A fast and elitist multiobjective genetic algorithm: NSGA-II publication-title: IEEE Trans. Evol. Comput. – volume: 40 start-page: 309 year: 2014 end-page: 323 ident: b58 article-title: Long-term settlement behaviour of metro tunnels in the soft deposits of Shanghai publication-title: Tunnelling Underground Space Technol. – volume: 8 start-page: 573 year: 2016 ident: b71 article-title: Analysis of factors in land Subsidence in Shanghai: A View Based on a Strategic Environmental Assessment publication-title: Sustainability – year: 1998 ident: b65 article-title: Multiobjective Evolutionary Algorithm Research: A History and Analysis – year: 2001 ident: b11 article-title: Multi-objective Optimization using Evolutionary Algorithms – volume: 33 start-page: 79 year: 2015 end-page: 91 ident: b83 article-title: Rate-Dependent and long-term yield stress and strength of soft wenzhou marine clay: experiments and modeling publication-title: Marine Georesour. Geotechnol. – volume: 54 start-page: 229 year: 2017 end-page: 245 ident: b53 article-title: An enhanced self-adaptive differential evolution based solution methodology for multiobjective optimal power flow publication-title: Appl. Soft Comput. – volume: 12 start-page: 73 year: 2017 end-page: 87 ident: b64 article-title: PlatEMO: A MATLAB platform for evolutionary multi-objective optimization [educational forum] publication-title: IEEE Comput. Intell. Mag. – volume: 37 start-page: 323 year: 2010 end-page: 333 ident: b17 article-title: Comparison of two inverse analysis techniques for learning deep excavation response publication-title: Comput. Geotech. – volume: 44 start-page: 27 year: 2004 end-page: 40 ident: b18 article-title: Dilating behaviour of overconsolidated clay publication-title: Soils Found. – volume: 239 start-page: 214 year: 2018 end-page: 228 ident: b62 article-title: A back-analysis method using an intelligent multi-objective optimization for predicting slope deformation induced by excavation publication-title: Eng. Geol. – start-page: 204 year: 2004 end-page: 211 ident: b50 article-title: Vector evaluated differential evolution for multiobjective optimization publication-title: Evolutionary Computation, 2004. CEC2004. Congress on – volume: 5 year: 2010 ident: b39 article-title: Evaluation of clay constitutive models for analysis of deep excavation under undrained conditions publication-title: J. Geoeng. – start-page: 105 year: 1978 end-page: 116 ident: b41 article-title: The Levenberg–Marquardt algorithm: implementation and theory publication-title: Numerical Analysis – volume: 7 start-page: 308 year: 1965 end-page: 313 ident: b42 article-title: A simplex method for function minimization publication-title: Comput. J. – volume: 8 start-page: 646 year: 2008 end-page: 656 ident: b2 article-title: MODENAR: multi-objective differential evolution algorithm for mining numeric association rules publication-title: Appl. Soft Comput. – volume: 140 start-page: 237 year: 2014 end-page: 250 ident: b63 article-title: Measurements and numerical simulations of inherent stiffness anisotropy in soft taipei clay publication-title: J. Geotech. Geoenviron. Eng. – year: 2001 ident: b9 article-title: PESA-II: Region-based selection in evolutionary multiobjective optimization publication-title: Proceedings of the Genetic and Evolutionary Computation Conference (GECCO’2001 – volume: 27 start-page: 1100 year: 2013 end-page: 1113 ident: b48 article-title: A comparison of NSGA-II, DEMO, and EM-MOPSO for the multi-objective design of concentric rings antenna arrays publication-title: J. Electromagn. Waves Appl. – volume: 36 start-page: 597 year: 2012 end-page: 618 ident: b49 article-title: Single-and multi-objective genetic algorithm optimization for identifying soil parameters publication-title: Int. J. Numer. Anal. Methods Geomech. – volume: 137 start-page: 1103 year: 2011 end-page: 1113 ident: b82 article-title: Modeling time-dependent behavior of soft sensitive clay publication-title: J. Geotech. Geoenviron. Eng. – volume: 28 start-page: 1 year: 2013 end-page: 21 ident: b67 article-title: Dynamic bayesian network for probabilistic modeling of tunnel excavation processes publication-title: Comput. Aid. Civil Inf. Eng – start-page: 2696 year: 2003 end-page: 2703 ident: b6 article-title: Differential evolution for multi-objective optimization publication-title: Evolutionary Computation, 2003. CEC’03. The 2003 Congress on – volume: 39 start-page: 115 year: 2015 end-page: 134 ident: b87 article-title: Inverse analysis of deep excavation using differential evolution algorithm publication-title: Int. J. Numer. Anal. Methods Geomech. – volume: 47 start-page: 691 year: 2004 end-page: 709 ident: b74 article-title: Generalized non-linear strength theory and transformed stress space publication-title: Sci. China Ser. E: Technol. Sci. – volume: 8 start-page: 173 year: 2000 end-page: 195 ident: b88 article-title: Comparison of multiobjective evolutionary algorithms: Empirical results publication-title: Evol. Comput. – volume: 4 start-page: 45 year: 2014 end-page: 51 ident: b84 article-title: Stress relaxation coefficient and formulation for soft soils publication-title: Géotech. Lett. – volume: 85 start-page: 186 year: 2017 end-page: 198 ident: b54 article-title: An efficient probabilistic back-analysis method for braced excavations using wall deflection data at multiple points publication-title: Comput. Geotech. – volume: 35 start-page: 331 year: 2008 end-page: 345 ident: b55 article-title: Inverse analysis techniques for parameter identification in simulation of excavation support systems publication-title: Comput. Geotech. – volume: 33 start-page: 366 year: 2016 end-page: 394 ident: b25 article-title: DEM modeling of cantilever retaining excavations: implications for lunar constructions publication-title: Eng. Comput. – start-page: 123 year: 2009 end-page: 133 ident: b51 article-title: The effect of initial population sampling on the convergence of multi-objective genetic algorithms publication-title: Multiobjective Programming and Goal Programming – year: 2005 ident: b5 article-title: Multi-objective differential evolution (MODE): an evolutionary algorithm for multi-objective optimization problems (MOOPs) publication-title: Proceedings of International Symposium and 58th Annual Session of IIChE – volume: 44 start-page: 726 year: 2007 end-page: 736 ident: b36 article-title: Evaluation of a simplified small-strain soil model for analysis of excavation-induced movements publication-title: Can. Geotech. J. – volume: 43 start-page: 1095 year: 2011 end-page: 1113 ident: b43 article-title: The comparison of multi-objective particle swarm optimization and NSGA II algorithm: applications in centrifugal pumps publication-title: Eng. Optim. – volume: 121 start-page: 84 year: 2018 end-page: 97 ident: b27 article-title: ErosLab: A modelling tool for soil tests publication-title: Adv. Eng. Softw. – volume: 17 start-page: 381 year: 2002 end-page: 386 ident: b8 article-title: Modeling of tunnel excavation using a hybrid DEM/BEM method publication-title: Comput. Aid. Civil Inf. Eng – volume: 18 start-page: 1 year: 2016 end-page: 15 ident: b24 article-title: Fabric rates applied to kinematic models: evaluating elliptical granular materials under simple shear tests via discrete element method publication-title: Granular Matter – year: 1992 ident: b20 article-title: Adaptation in Natural and Artificial Systems – volume: 31 start-page: 410 year: 2004 end-page: 424 ident: b7 article-title: Selecting parameters to optimize in model calibration by inverse analysis publication-title: Comput. Geotech. – start-page: 1428 year: 2005 end-page: 1443 ident: b4 article-title: Non-dominated sorting differential evolution (NSDE): An extension of differential evolution for multi-objective optimization publication-title: IICAI – volume: 32 start-page: 189 year: 2008 end-page: 213 ident: b38 article-title: Soil parameter identification using a genetic algorithm publication-title: Int. J. Numer. Anal. Methods Geomech. – volume: 32 start-page: 1515 year: 2008 end-page: 1535 ident: b79 article-title: Identifying parameters controlling soil delayed behaviour from laboratory and in situ pressuremeter testing publication-title: Int. J. Numer. Anal. Methods Geomech. – volume: 28 start-page: A4014007 year: 2014 ident: b22 article-title: Back-Analysis and parameter identification for deep excavation based on pareto multiobjective optimization publication-title: J. Aerosp. Eng. – year: 2003 ident: b72 article-title: Pareto-based multi-objective differential evolution publication-title: Evolutionary Computation, 2003. CEC’03. the 2003 Congress on – start-page: 1 year: 2017 end-page: 10 ident: b57 article-title: Estimation of lateral displacement induced by jet grouting in clayey soils publication-title: Géotechnique – volume: 23 start-page: 353 year: 1986 end-page: 366 ident: b44 article-title: An analysis of a new class of integration algorithms for elastoplastic constitutive relations publication-title: Internat. J. Numer. Methods Engrg. – volume: 40 start-page: 403 year: 2003 end-page: 418 ident: b70 article-title: An anisotropic elastoplastic model for soft clays publication-title: Can. Geotech. J. – start-page: 105 year: 2005 end-page: 145 ident: b13 article-title: Scalable test problems for evolutionary multiobjective optimization publication-title: Evolutionary Multiobjective Optimization – volume: 13 start-page: 945 year: 2009 end-page: 958 ident: b86 article-title: JADE: adaptive differential evolution with optional external archive publication-title: IEEE Trans. Evol. Comput. – volume: 154 start-page: 416 year: 2018 end-page: 429 ident: b31 article-title: Identifying parameters of easily crushable sand and application to offshore pile driving publication-title: Ocean Eng. – volume: 7 start-page: 86 year: 1967 end-page: 112 ident: b59 article-title: On the distribution of points in a cube and the approximate evaluation of integrals publication-title: USSR Comput. Math. Math. Phys. – volume: 423 start-page: 200 year: 2018 end-page: 218 ident: b47 article-title: DECOR: differential evolution using clustering based objective reduction for many-objective optimization publication-title: Inform. Sci. – volume: 25 start-page: 1343 year: 2017 end-page: 1366 ident: b30 article-title: A new hybrid real-coded genetic algorithm and its application to parameters identification of soils publication-title: Inverse Prob. Sci. Eng. – volume: 117 start-page: 89 year: 1991 end-page: 107 ident: b68 article-title: Effect of soil plasticity on cyclic response publication-title: J. Geotech. Eng. – volume: 41 start-page: 198 year: 2017 end-page: 222 ident: b26 article-title: Investigation of influence of particle characteristics on the non-coaxiality of anisotropic granular materials using DEM publication-title: Int. J. Numer. Anal. Methods Geomech. – volume: 42 start-page: 289 year: 1992 end-page: 301 ident: b3 article-title: Mechanical properties of reconstituted Bothkennar soil publication-title: Géotechnique – volume: 22 start-page: 18 year: 1997 end-page: 24 ident: b52 article-title: Differential evolution: a simple evolution strategy for fast optimization publication-title: Dr. Dobb’s journal – volume: 13 start-page: 2104 year: 2013 end-page: 2123 ident: b10 article-title: A simplex crossover based evolutionary algorithm including the genetic diversity as objective publication-title: Appl. Soft Comput. – volume: 45 start-page: 314 year: 2008 end-page: 328 ident: b33 article-title: Plastic anisotropy of soft reconstituted clays publication-title: Can. Geotech. J. – volume: 30 start-page: 602 year: 2015 end-page: 619 ident: b61 article-title: A hybrid optimization algorithm with Bayesian inference for probabilistic model updating publication-title: Comput. Aid. Civil Inf. Eng – volume: 131 start-page: 826 year: 2005 end-page: 836 ident: b14 article-title: Supported excavations: observational method and inverse modeling publication-title: J. Geotech. Geoenviron. Eng. – volume: 33 start-page: 165 year: 1983 end-page: 180 ident: b15 article-title: Anisotropic elasticity of a natural clay publication-title: Geotechnique – volume: 134 start-page: 1448 year: 2008 end-page: 1458 ident: b21 article-title: Reliability analysis and updating of excavation-induced ground settlement for building serviceability assessment publication-title: J. Geotech. Geoenviron. Eng. – volume: 7 start-page: 117 year: 2003 end-page: 132 ident: b90 article-title: Performance assessment of multiobjective optimizers: An analysis and review publication-title: IEEE Trans. Evol. Comput. – volume: 37 start-page: 438 year: 2000 end-page: 448 ident: b46 article-title: Three-dimensional deformation behavior of the Taipei National Enterprise Center (TNEC) excavation case history publication-title: Can. Geotech. J. – volume: 12 start-page: 849 year: 2017 end-page: 867 ident: b81 article-title: An efficient optimization method for identifying parameters of soft structured clay by an enhanced genetic algorithm and elastic–viscoplastic model publication-title: Acta Geotech. – volume: 124 start-page: 798 year: 1998 end-page: 808 ident: b45 article-title: Performance of diaphragm wall constructed using top-down method publication-title: J. Geotech. Geoenviron. Eng. – volume: 22 start-page: 145 year: 2000 end-page: 160 ident: b85 article-title: Model uncertainty and Bayesian updating in reliability-based inspection publication-title: Struct. Saf. – volume: 139 start-page: 395 year: 2012 ident: 10.1016/j.engappai.2018.11.002_b32 article-title: Bayesian updating of soil parameters for braced excavations using field observations publication-title: J. Geotech. Geoenviron. Eng. doi: 10.1061/(ASCE)GT.1943-5606.0000782 – volume: 85 start-page: 186 year: 2017 ident: 10.1016/j.engappai.2018.11.002_b54 article-title: An efficient probabilistic back-analysis method for braced excavations using wall deflection data at multiple points publication-title: Comput. Geotech. doi: 10.1016/j.compgeo.2016.12.032 – volume: 28 start-page: 323 year: 2004 ident: 10.1016/j.engappai.2018.11.002_b75 article-title: A critical state model for sands dependent on stress and density publication-title: Int. J. Numer. Anal. Methods Geomech. doi: 10.1002/nag.340 – volume: 12 start-page: 73 year: 2017 ident: 10.1016/j.engappai.2018.11.002_b64 article-title: PlatEMO: A MATLAB platform for evolutionary multi-objective optimization [educational forum] publication-title: IEEE Comput. Intell. Mag. doi: 10.1109/MCI.2017.2742868 – volume: 12 start-page: 849 year: 2017 ident: 10.1016/j.engappai.2018.11.002_b81 article-title: An efficient optimization method for identifying parameters of soft structured clay by an enhanced genetic algorithm and elastic–viscoplastic model publication-title: Acta Geotech. doi: 10.1007/s11440-016-0486-0 – volume: 23 start-page: 353 year: 1986 ident: 10.1016/j.engappai.2018.11.002_b44 article-title: An analysis of a new class of integration algorithms for elastoplastic constitutive relations publication-title: Internat. J. Numer. Methods Engrg. doi: 10.1002/nme.1620230303 – volume: 21 start-page: 1123 year: 2017 ident: 10.1016/j.engappai.2018.11.002_b28 article-title: Identifying creep and destructuration related soil parameters by optimization methods publication-title: KSCE J. Civil Eng. doi: 10.1007/s12205-016-0378-8 – volume: 47 start-page: 691 year: 2004 ident: 10.1016/j.engappai.2018.11.002_b74 article-title: Generalized non-linear strength theory and transformed stress space publication-title: Sci. China Ser. E: Technol. Sci. doi: 10.1360/04ye0199 – volume: 4 start-page: 45 year: 2014 ident: 10.1016/j.engappai.2018.11.002_b84 article-title: Stress relaxation coefficient and formulation for soft soils publication-title: Géotech. Lett. doi: 10.1680/geolett.13.00070 – volume: 33 start-page: 165 year: 1983 ident: 10.1016/j.engappai.2018.11.002_b15 article-title: Anisotropic elasticity of a natural clay publication-title: Geotechnique doi: 10.1680/geot.1983.33.2.165 – volume: 39 start-page: 115 year: 2015 ident: 10.1016/j.engappai.2018.11.002_b87 article-title: Inverse analysis of deep excavation using differential evolution algorithm publication-title: Int. J. Numer. Anal. Methods Geomech. doi: 10.1002/nag.2287 – volume: 140 start-page: 237 year: 2014 ident: 10.1016/j.engappai.2018.11.002_b63 article-title: Measurements and numerical simulations of inherent stiffness anisotropy in soft taipei clay publication-title: J. Geotech. Geoenviron. Eng. doi: 10.1061/(ASCE)GT.1943-5606.0001010 – volume: 13 start-page: 2104 year: 2013 ident: 10.1016/j.engappai.2018.11.002_b10 article-title: A simplex crossover based evolutionary algorithm including the genetic diversity as objective publication-title: Appl. Soft Comput. doi: 10.1016/j.asoc.2012.11.003 – volume: 124 start-page: 798 year: 1998 ident: 10.1016/j.engappai.2018.11.002_b45 article-title: Performance of diaphragm wall constructed using top-down method publication-title: J. Geotech. Geoenviron. Eng. doi: 10.1061/(ASCE)1090-0241(1998)124:9(798) – volume: 28 start-page: 1 year: 2013 ident: 10.1016/j.engappai.2018.11.002_b67 article-title: Dynamic bayesian network for probabilistic modeling of tunnel excavation processes publication-title: Comput. Aid. Civil Inf. Eng doi: 10.1111/j.1467-8667.2012.00759.x – volume: 43 start-page: 1095 year: 2011 ident: 10.1016/j.engappai.2018.11.002_b43 article-title: The comparison of multi-objective particle swarm optimization and NSGA II algorithm: applications in centrifugal pumps publication-title: Eng. Optim. doi: 10.1080/0305215X.2010.542811 – volume: 54 start-page: 229 year: 2017 ident: 10.1016/j.engappai.2018.11.002_b53 article-title: An enhanced self-adaptive differential evolution based solution methodology for multiobjective optimal power flow publication-title: Appl. Soft Comput. doi: 10.1016/j.asoc.2017.01.030 – volume: 28 start-page: A4014007 year: 2014 ident: 10.1016/j.engappai.2018.11.002_b22 article-title: Back-Analysis and parameter identification for deep excavation based on pareto multiobjective optimization publication-title: J. Aerosp. Eng. doi: 10.1061/(ASCE)AS.1943-5525.0000464 – volume: 45 start-page: 314 year: 2008 ident: 10.1016/j.engappai.2018.11.002_b33 article-title: Plastic anisotropy of soft reconstituted clays publication-title: Can. Geotech. J. doi: 10.1139/T07-073 – volume: 13 start-page: 945 year: 2009 ident: 10.1016/j.engappai.2018.11.002_b86 article-title: JADE: adaptive differential evolution with optional external archive publication-title: IEEE Trans. Evol. Comput. doi: 10.1109/TEVC.2009.2014613 – start-page: 2696 year: 2003 ident: 10.1016/j.engappai.2018.11.002_b6 article-title: Differential evolution for multi-objective optimization – volume: 17 start-page: 76 year: 2016 ident: 10.1016/j.engappai.2018.11.002_b77 article-title: An efficient parameter identification procedure for soft sensitive clays publication-title: J. Zhejiang Univ. Sci. A doi: 10.1631/jzus.A1500031 – volume: 137 start-page: 1103 year: 2011 ident: 10.1016/j.engappai.2018.11.002_b82 article-title: Modeling time-dependent behavior of soft sensitive clay publication-title: J. Geotech. Geoenviron. Eng. doi: 10.1061/(ASCE)GT.1943-5606.0000527 – volume: 25 start-page: 1343 year: 2017 ident: 10.1016/j.engappai.2018.11.002_b30 article-title: A new hybrid real-coded genetic algorithm and its application to parameters identification of soils publication-title: Inverse Prob. Sci. Eng. doi: 10.1080/17415977.2016.1259315 – volume: 17 start-page: 381 year: 2002 ident: 10.1016/j.engappai.2018.11.002_b8 article-title: Modeling of tunnel excavation using a hybrid DEM/BEM method publication-title: Comput. Aid. Civil Inf. Eng doi: 10.1111/1467-8667.00284 – start-page: 105 year: 1978 ident: 10.1016/j.engappai.2018.11.002_b41 article-title: The Levenberg–Marquardt algorithm: implementation and theory – start-page: 105 year: 2005 ident: 10.1016/j.engappai.2018.11.002_b13 article-title: Scalable test problems for evolutionary multiobjective optimization – volume: 117 start-page: 89 year: 1991 ident: 10.1016/j.engappai.2018.11.002_b68 article-title: Effect of soil plasticity on cyclic response publication-title: J. Geotech. Eng. doi: 10.1061/(ASCE)0733-9410(1991)117:1(89) – ident: 10.1016/j.engappai.2018.11.002_b89 – volume: 27 start-page: 1100 year: 2013 ident: 10.1016/j.engappai.2018.11.002_b48 article-title: A comparison of NSGA-II, DEMO, and EM-MOPSO for the multi-objective design of concentric rings antenna arrays publication-title: J. Electromagn. Waves Appl. doi: 10.1080/09205071.2013.801040 – year: 2001 ident: 10.1016/j.engappai.2018.11.002_b11 – volume: 121 start-page: 84 year: 2018 ident: 10.1016/j.engappai.2018.11.002_b27 article-title: ErosLab: A modelling tool for soil tests publication-title: Adv. Eng. Softw. doi: 10.1016/j.advengsoft.2018.04.003 – start-page: 1428 year: 2005 ident: 10.1016/j.engappai.2018.11.002_b4 article-title: Non-dominated sorting differential evolution (NSDE): An extension of differential evolution for multi-objective optimization – volume: 44 start-page: 27 year: 2004 ident: 10.1016/j.engappai.2018.11.002_b18 article-title: Dilating behaviour of overconsolidated clay publication-title: Soils Found. doi: 10.3208/sandf.44.4_27 – volume: 5 year: 2010 ident: 10.1016/j.engappai.2018.11.002_b39 article-title: Evaluation of clay constitutive models for analysis of deep excavation under undrained conditions publication-title: J. Geoeng. – volume: 18 start-page: 1 year: 2016 ident: 10.1016/j.engappai.2018.11.002_b24 article-title: Fabric rates applied to kinematic models: evaluating elliptical granular materials under simple shear tests via discrete element method publication-title: Granular Matter doi: 10.1007/s10035-016-0644-y – volume: 239 start-page: 214 year: 2018 ident: 10.1016/j.engappai.2018.11.002_b62 article-title: A back-analysis method using an intelligent multi-objective optimization for predicting slope deformation induced by excavation publication-title: Eng. Geol. doi: 10.1016/j.enggeo.2018.03.019 – start-page: 190 year: 2009 ident: 10.1016/j.engappai.2018.11.002_b23 article-title: Multi-objective optimization using self-adaptive differential evolution algorithm – volume: 37 start-page: 438 year: 2000 ident: 10.1016/j.engappai.2018.11.002_b46 article-title: Three-dimensional deformation behavior of the Taipei National Enterprise Center (TNEC) excavation case history publication-title: Can. Geotech. J. doi: 10.1139/t00-018 – volume: 36 start-page: 597 year: 2012 ident: 10.1016/j.engappai.2018.11.002_b49 article-title: Single-and multi-objective genetic algorithm optimization for identifying soil parameters publication-title: Int. J. Numer. Anal. Methods Geomech. doi: 10.1002/nag.1019 – volume: 35 start-page: 210 year: 2008 ident: 10.1016/j.engappai.2018.11.002_b76 article-title: A unified constitutive model for both clay and sand with hardening parameter independent on stress path publication-title: Comput. Geotech. doi: 10.1016/j.compgeo.2007.04.003 – volume: 40 start-page: 309 year: 2014 ident: 10.1016/j.engappai.2018.11.002_b58 article-title: Long-term settlement behaviour of metro tunnels in the soft deposits of Shanghai publication-title: Tunnelling Underground Space Technol. doi: 10.1016/j.tust.2013.10.013 – start-page: 443 year: 2005 ident: 10.1016/j.engappai.2018.11.002_b35 article-title: GDE3: the third evolution step of generalized differential evolution – volume: 7 start-page: 86 year: 1967 ident: 10.1016/j.engappai.2018.11.002_b59 article-title: On the distribution of points in a cube and the approximate evaluation of integrals publication-title: USSR Comput. Math. Math. Phys. doi: 10.1016/0041-5553(67)90144-9 – volume: 6 start-page: 182 year: 2002 ident: 10.1016/j.engappai.2018.11.002_b12 article-title: A fast and elitist multiobjective genetic algorithm: NSGA-II publication-title: IEEE Trans. Evol. Comput. doi: 10.1109/4235.996017 – volume: 8 start-page: 173 year: 2000 ident: 10.1016/j.engappai.2018.11.002_b88 article-title: Comparison of multiobjective evolutionary algorithms: Empirical results publication-title: Evol. Comput. doi: 10.1162/106365600568202 – volume: 33 start-page: 366 year: 2016 ident: 10.1016/j.engappai.2018.11.002_b25 article-title: DEM modeling of cantilever retaining excavations: implications for lunar constructions publication-title: Eng. Comput. doi: 10.1108/EC-06-2014-0140 – year: 2005 ident: 10.1016/j.engappai.2018.11.002_b5 article-title: Multi-objective differential evolution (MODE): an evolutionary algorithm for multi-objective optimization problems (MOOPs) – volume: 11 start-page: 431 year: 1963 ident: 10.1016/j.engappai.2018.11.002_b40 article-title: An algorithm for least-squares estimation of nonlinear parameters publication-title: J. Soc. Ind. Appl. Math. doi: 10.1137/0111030 – volume: 8 start-page: 646 year: 2008 ident: 10.1016/j.engappai.2018.11.002_b2 article-title: MODENAR: multi-objective differential evolution algorithm for mining numeric association rules publication-title: Appl. Soft Comput. doi: 10.1016/j.asoc.2007.05.003 – volume: 22 start-page: 18 year: 1997 ident: 10.1016/j.engappai.2018.11.002_b52 article-title: Differential evolution: a simple evolution strategy for fast optimization publication-title: Dr. Dobb’s journal – volume: 22 start-page: 145 year: 2000 ident: 10.1016/j.engappai.2018.11.002_b85 article-title: Model uncertainty and Bayesian updating in reliability-based inspection publication-title: Struct. Saf. doi: 10.1016/S0167-4730(00)00005-9 – volume: 41 start-page: 198 year: 2017 ident: 10.1016/j.engappai.2018.11.002_b26 article-title: Investigation of influence of particle characteristics on the non-coaxiality of anisotropic granular materials using DEM publication-title: Int. J. Numer. Anal. Methods Geomech. doi: 10.1002/nag.2551 – volume: 47 start-page: 665 year: 2010 ident: 10.1016/j.engappai.2018.11.002_b78 article-title: An anisotropic elastic-viscoplastic model for soft clays publication-title: Int. J. Solids Struct. doi: 10.1016/j.ijsolstr.2009.11.004 – volume: 42 start-page: 70 year: 2018 ident: 10.1016/j.engappai.2018.11.002_b80 article-title: Optimization techniques for identifying soil parameters in geotechnical engineering: Comparative study and enhancement publication-title: Int. J. Numer. Anal. Methods Geomech. doi: 10.1002/nag.2714 – volume: 30 start-page: 602 year: 2015 ident: 10.1016/j.engappai.2018.11.002_b61 article-title: A hybrid optimization algorithm with Bayesian inference for probabilistic model updating publication-title: Comput. Aid. Civil Inf. Eng doi: 10.1111/mice.12142 – volume: 33 start-page: 79 year: 2015 ident: 10.1016/j.engappai.2018.11.002_b83 article-title: Rate-Dependent and long-term yield stress and strength of soft wenzhou marine clay: experiments and modeling publication-title: Marine Georesour. Geotechnol. doi: 10.1080/1064119X.2013.797060 – year: 2001 ident: 10.1016/j.engappai.2018.11.002_b9 article-title: PESA-II: Region-based selection in evolutionary multiobjective optimization – volume: 35 start-page: 331 year: 2008 ident: 10.1016/j.engappai.2018.11.002_b55 article-title: Inverse analysis techniques for parameter identification in simulation of excavation support systems publication-title: Comput. Geotech. doi: 10.1016/j.compgeo.2007.08.008 – volume: 7 start-page: 117 year: 2003 ident: 10.1016/j.engappai.2018.11.002_b90 article-title: Performance assessment of multiobjective optimizers: An analysis and review publication-title: IEEE Trans. Evol. Comput. doi: 10.1109/TEVC.2003.810758 – volume: 42 start-page: 289 year: 1992 ident: 10.1016/j.engappai.2018.11.002_b3 article-title: Mechanical properties of reconstituted Bothkennar soil publication-title: Géotechnique doi: 10.1680/geot.1992.42.2.289 – volume: 32 start-page: 1515 year: 2008 ident: 10.1016/j.engappai.2018.11.002_b79 article-title: Identifying parameters controlling soil delayed behaviour from laboratory and in situ pressuremeter testing publication-title: Int. J. Numer. Anal. Methods Geomech. doi: 10.1002/nag.684 – year: 1992 ident: 10.1016/j.engappai.2018.11.002_b20 – volume: 127 start-page: 65 year: 2014 ident: 10.1016/j.engappai.2018.11.002_b66 article-title: ADEMO/D: multiobjective optimization by an adaptive differential evolution algorithm publication-title: Neurocomputing doi: 10.1016/j.neucom.2013.06.043 – volume: 44 start-page: 1 year: 2012 ident: 10.1016/j.engappai.2018.11.002_b69 article-title: Bayesian updating of KJHH model for prediction of maximum ground settlement in braced excavations using centrifuge data publication-title: Comput. Geotech. doi: 10.1016/j.compgeo.2012.03.003 – volume: 134 start-page: 1448 year: 2008 ident: 10.1016/j.engappai.2018.11.002_b21 article-title: Reliability analysis and updating of excavation-induced ground settlement for building serviceability assessment publication-title: J. Geotech. Geoenviron. Eng. doi: 10.1061/(ASCE)1090-0241(2008)134:10(1448) – volume: 8 start-page: 573 year: 2016 ident: 10.1016/j.engappai.2018.11.002_b71 article-title: Analysis of factors in land Subsidence in Shanghai: A View Based on a Strategic Environmental Assessment publication-title: Sustainability doi: 10.3390/su8060573 – start-page: 123 year: 2009 ident: 10.1016/j.engappai.2018.11.002_b51 article-title: The effect of initial population sampling on the convergence of multi-objective genetic algorithms – year: 1998 ident: 10.1016/j.engappai.2018.11.002_b65 – volume: 44 start-page: 726 year: 2007 ident: 10.1016/j.engappai.2018.11.002_b36 article-title: Evaluation of a simplified small-strain soil model for analysis of excavation-induced movements publication-title: Can. Geotech. J. doi: 10.1139/t07-014 – volume: 154 start-page: 416 year: 2018 ident: 10.1016/j.engappai.2018.11.002_b31 article-title: Identifying parameters of easily crushable sand and application to offshore pile driving publication-title: Ocean Eng. doi: 10.1016/j.oceaneng.2018.01.023 – volume: 98 start-page: 603 year: 1972 ident: 10.1016/j.engappai.2018.11.002_b16 article-title: Shear modulus and damping in soils: Measurement and parameter effects (Terzaghi Leture) publication-title: J. Soil Mech. Found. Div. doi: 10.1061/JSFEAQ.0001756 – volume: 131 start-page: 826 year: 2005 ident: 10.1016/j.engappai.2018.11.002_b14 article-title: Supported excavations: observational method and inverse modeling publication-title: J. Geotech. Geoenviron. Eng. doi: 10.1061/(ASCE)1090-0241(2005)131:7(826) – volume: 122 start-page: 264 year: 1985 ident: 10.1016/j.engappai.2018.11.002_b19 article-title: A Broyden—Fletcher—Goldfarb—Shanno optimization procedure for molecular geometries publication-title: Chem. Phys. Lett. doi: 10.1016/0009-2614(85)80574-1 – volume: 32 start-page: 189 year: 2008 ident: 10.1016/j.engappai.2018.11.002_b38 article-title: Soil parameter identification using a genetic algorithm publication-title: Int. J. Numer. Anal. Methods Geomech. doi: 10.1002/nag.614 – volume: 40 start-page: 1219 year: 2016 ident: 10.1016/j.engappai.2018.11.002_b29 article-title: Selection of sand models and identification of parameters using an enhanced genetic algorithm publication-title: Int. J. Numer. Anal. Methods Geomech. doi: 10.1002/nag.2487 – year: 2003 ident: 10.1016/j.engappai.2018.11.002_b72 article-title: Pareto-based multi-objective differential evolution – start-page: 971 year: 2001 ident: 10.1016/j.engappai.2018.11.002_b1 article-title: PDE: a pareto-frontier differential evolution approach for multi-objective optimization problems – volume: 59 start-page: 451 year: 2009 ident: 10.1016/j.engappai.2018.11.002_b73 article-title: UH model: three-dimensional unified hardening model for overconsolidated clays publication-title: Geotechnique doi: 10.1680/geot.2007.00029 – start-page: 204 year: 2004 ident: 10.1016/j.engappai.2018.11.002_b50 article-title: Vector evaluated differential evolution for multiobjective optimization – volume: 13 start-page: 861 year: 2012 ident: 10.1016/j.engappai.2018.11.002_b56 article-title: Influence of anisotropic small strain stiffness on the deformation behavior of geotechnical structures publication-title: Int. J. Geomech. doi: 10.1061/(ASCE)GM.1943-5622.0000286 – volume: 423 start-page: 200 year: 2018 ident: 10.1016/j.engappai.2018.11.002_b47 article-title: DECOR: differential evolution using clustering based objective reduction for many-objective optimization publication-title: Inform. Sci. doi: 10.1016/j.ins.2017.09.051 – volume: 36 start-page: 304 year: 2009 ident: 10.1016/j.engappai.2018.11.002_b37 article-title: Modeling small-strain behavior of Taipei clays for finite element analysis of braced excavations publication-title: Comput. Geotech. doi: 10.1016/j.compgeo.2008.01.007 – volume: 7 start-page: 308 year: 1965 ident: 10.1016/j.engappai.2018.11.002_b42 article-title: A simplex method for function minimization publication-title: Comput. J. doi: 10.1093/comjnl/7.4.308 – volume: 60 start-page: 735 year: 2010 ident: 10.1016/j.engappai.2018.11.002_b34 article-title: Modelling time-dependent behaviour of Murro test embankment publication-title: Geotechnique doi: 10.1680/geot.8.P.027 – volume: 11 start-page: 341 year: 1997 ident: 10.1016/j.engappai.2018.11.002_b60 article-title: Differential evolution–a simple and efficient heuristic for global optimization over continuous spaces publication-title: J. Global Optim. doi: 10.1023/A:1008202821328 – volume: 40 start-page: 403 year: 2003 ident: 10.1016/j.engappai.2018.11.002_b70 article-title: An anisotropic elastoplastic model for soft clays publication-title: Can. Geotech. J. doi: 10.1139/t02-119 – volume: 31 start-page: 410 year: 2004 ident: 10.1016/j.engappai.2018.11.002_b7 article-title: Selecting parameters to optimize in model calibration by inverse analysis publication-title: Comput. Geotech. doi: 10.1016/j.compgeo.2004.03.004 – start-page: 1 year: 2017 ident: 10.1016/j.engappai.2018.11.002_b57 article-title: Estimation of lateral displacement induced by jet grouting in clayey soils publication-title: Géotechnique – volume: 37 start-page: 323 year: 2010 ident: 10.1016/j.engappai.2018.11.002_b17 article-title: Comparison of two inverse analysis techniques for learning deep excavation response publication-title: Comput. Geotech. doi: 10.1016/j.compgeo.2009.11.005 |
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