Adoko AC, Jiao YY, Wu L, Wang H, Wang ZH (2013) Predicting tunnel convergence using multivariate adaptive regression spline and artificial neural network. Tunn Undergr Space Technol 38:368–376
Article
Google Scholar
Alvarez-Fernandez MI, Prendes-Gero MB, Drouet JM, Lopez-Gayarre F, Junco JRV (2020) Application of genetic algorithms in the optimisation of steel rib supports. Tunn Undergr Space Technol. https://doi.org/10.1016/j.tust.2020.103462
Article
Google Scholar
Berti M, Bertello L, Bernardi AR, Caputo G (2017) Back analysis of a large landslide in a flysch rock mass. Landslides 14(6):2041–2058
Article
Google Scholar
Bu KZ, Zhao Y, Zheng XC (2021) Optimization design for foundation pit above metro tunnel based on NSGA2 genetic algorithm. J Railw Sci Eng 18(2):459–467 (in Chinese)
Google Scholar
Cheng MY, Hoang ND (2014) Interval estimation of construction cost at completion using least squares support vector machine. J Civil Eng Manag 20(2):223–236
Article
Google Scholar
Ding M, Zhang YX (2011) Optimization of soil nailing structure based on improved genetic algorithm. Chin Civil Eng J 44(S1):171–176 (in Chinese)
Google Scholar
Du ZJ, Liu Y (2014) Discussion on step control of surface settlement during metro station construction with arch cover method. Railw Constr Technol 04:1–4 (in Chinese)
Google Scholar
Gao W (2006) Back analysis algorithm in geotechnical engineering based on particle swarm optimization. Rock Soil Mech 27(5):795–798 (in Chinese)
Google Scholar
Gao X, Yan EC, Yeh TCJ, Yin XM, Cai JS, Hao YH, Wen JC (2020) Back analysis of displacements for estimating spatial distribution of viscoelastic properties around an unlined rock cavern. Tunn Undergr Space Technol 126:1–13
Google Scholar
Hou SK, Liu YR, Zhang K (2020) Prediction of TBM tunnelling parameters based on IPSO-BP hybrid model. Chin J Rock Mech Eng 39(08):1648–1657 (in Chinese)
Google Scholar
Li FY, Jiang AN, Zheng S (2021) Anchoring parameters optimization of tunnel surrounding rock based on particle swarm optimization. Geotech Geol Eng 39:4533–4543
Article
Google Scholar
Ling TH, Xie WH, Zhou K et al (2016) Tunnel-supporting parameter optimization of shallow-buried and unsymmetrically load based on the sensitivity analysis. J Transport Sci Eng 32(03):68–73
Google Scholar
Salimi A, Rostami J, Moormann C, Delisio A (2016) Application of non-linear regression analysis and artificial intelligence algorithms for performance prediction of hard rock TBMs. Tunn Undergr Space Technol 58(5):236–246
Article
Google Scholar
Sun B (2014) Back analysis of physical and mechanical of tunnel based on PSO-FLAC2D. J Railw Sci Eng 11(3):135–139 (in Chinese)
Google Scholar
Tang BQ, Han J, Guo GF, Chen Y, Zhang S (2019) Building material prices forecasting based on least square support vector machine and improved particle swarm optimization. Arch Eng Des Manage 15(3):196–212
Google Scholar
Wang JB, Huo Q, Song ZP, Zhang YW (2019) Study on adaptability of primary support arch cover method for large-span embedded tunnels in the upper-soft lower-hard stratum. Adv Mech Eng 11(1):1–15
Google Scholar
Wen ZW (2011) The study on anchorage mechanism of rock and optimization of anchorage parameter. Dalian Maritime University, Dalian (in Chinese)
Google Scholar
Wu CZ, Hong Y, Chen QS, Karekal S (2019) A modified optimization algorithm for back analysis of properties for coupled stress-seepage field problems. Tunn Undergr Space Technol 94:1–7
Google Scholar
Zhang GQ, Du ZJ, Song JQ, Cai JD, Tao TJ (2012) Monitoring and ananlysis of excavation-induced subsidence of subway station constructed by arch cover method and control measures. Chin J Rock Mech Eng 31(S1):3413–3420 (in Chinese)
Google Scholar
Zhang Y, Yuan LJ, Cheng S (2019) Building energy performance optimization: a new multi-objective particle swarm method. In: International conference on swarm intelligence, pp 139–147
Zhang Y, Su GS, Liu BC, Li TB (2020) A novel displacement back analysis method considering the displacement loss for underground rock mass engineering. Tunn Undergr Space Technol. https://doi.org/10.1016/j.tust.2019.103141
Article
Google Scholar
Zhao CY, Peng LM, Shuai JB, Shi CH, Lei MF (2020) Analysis of deformation control for a large-span metro station crossing throngh fault zone using arch-cover method. J Railw Sci Eng 17(05):1193–1200 (in Chinese)
Google Scholar