Displacement back analysis for underground engineering based on immunized continuous ant colony optimization

References

• Chen, S. H., F. S. Chen, and I. Shahrour. 2001. “The Feedback Analysis of Excavated Rock Slope.” Rock Mechanics and Rock Engineering 34 (1): 39–56. doi: 10.1007/s006030170025
   Web of Science ®Google Scholar
• Dorigo, M., V. Maniezzo, and A. Colorni. 1996. “Ant System: Optimization by a Colony of Cooperating Agents.” IEEE Transactions on Systems, Man, and Cybernetics-Part B (Cybernetics) 26 (1): 29–41. doi: 10.1109/3477.484436
   PubMed Web of Science ®Google Scholar
• Dorigo, M., and T. Stutzle. 2004. Ant Colony Optimization. Cambridge, MA: MIT Press.
   Google Scholar
• Gao, W. 2004. “Fast Immunized Evolutionary Programming.” In Proceedings of the 2004 IEEE Congress on Evolutionary Computation, 666–670. New York: IEEE Press.
   Google Scholar
• Gao, W., and S. Q. Liu. 2009. Back Analysis of Underground Engineering Based on Bionics Computation Intelligence-Methods and Applications. Beijing: Science Press (in Chinese).
   Google Scholar
• Gao, W., and X. Z. Yin. 2011. Modern Intelligent Bionics Algorithm and Its Applications. Beijing: Science Press (in Chinese).
   Google Scholar
• Gao, W., and R. Y. Zheng. 2000. “Back Analysis of Rock Mass Parameters Based on Evolutionary Algorithm.” Journal of Hydraulics 123 (8): 1–5 (in Chinese).
   Google Scholar
• Grossauer, K., and W. Schubert. 2009. “Back-Analysis of Tunnel Response Using Simulated Annealing.” In Proceedings of the ISRM-Sponsored International Symposium on Rock Mechanics, 145–149. Hong Kong: The University of Hong Kong.
   Google Scholar
• Javadi, A. A., R. Farmani, V. V. Toropov, and C. P. M. Snee. 1999. “Identification of Parameters for Air Permeability of Shotcrete Tunnel Lining Using Genetic Algorithm.” Computers and Geotechnics 25 (1): 1–24. doi: 10.1016/S0266-352X(99)00014-2
   Web of Science ®Google Scholar
• Jiang, A. N., and P. Li. 2011. “Back-Analysis of Mechanics Parameters of Tunnel Based on Particle Swarm Optimization and Numerical Simulation.” Key Engineering Materials 474–476: 1373–1376. doi: 10.4028/www.scientific.net/KEM.474-476.1373
   Google Scholar
• Kowalczyk, T., T. Furukawa, S. Yoshimura, and G. Yagawa. 1998. “An Extensible Evolutionary Algorithm Approach for Inverse Problems.” In Inverse Problems in Engineering Mechanics, 541–550. Oxford: Elsevier.
   Google Scholar
• Levasseur, S., Malécot, Y., Boulon, M., and Flavigny, E. 2008. “Soil Parameter Identification Using a Genetic Algorithm.” International Journal for Numerical and Analytical Methods in Geomechanics 32 (2): 189–213. doi: 10.1002/nag.614
   Web of Science ®Google Scholar
• Li, F., A. J. Wang, and C. J. Brigham. 2014. “Inverse Calculation of In Situ Stress in Rock Mass Using the Surrogate-Model Accelerated Random Search Algorithm.” Computers and Geotechnics 61: 24–32. doi: 10.1016/j.compgeo.2014.04.003
   Web of Science ®Google Scholar
• Liao, T. J., Stützle, T., M. A. Montes de Oca, and Dorigo, M. 2014. “A Unified Ant Colony Optimization Algorithm for Continuous Optimization.” European Journal of Operational Research 234 (3): 597–609. doi: 10.1016/j.ejor.2013.10.024
   Web of Science ®Google Scholar
• Millar, D. L. 1996. “Automated Back Analysis of Ground Response in Rocks and Soils Via Evolutionary Computing.” In Prediction and Performance in Rock Mechanics and Rock Engineering, 975–982. Rotterdam: Balkema.
   Google Scholar
• Miranda, T., Dias, D., Eclaircy-Caudron, S., Gomes Correia, A., and Costa, L. 2011. “Back Analysis of Geomechanical Parameters by Optimisation of a 3D Model of an Underground Structure.” Tunnelling and Underground Space Technology 26 (6): 659–673. doi: 10.1016/j.tust.2011.05.010
   Web of Science ®Google Scholar
• Moreira, N., Miranda, T., Pinheiro, M., Fernandes, P., Dias, D., Costa, L., and Sena-Cruz, J. 2013. “Back Analysis of Geomechanical Parameters in Underground Works Using an Evolution Strategy Algorithm.” Tunnelling and Underground Space Technology 33: 143–158. doi: 10.1016/j.tust.2012.08.011
   Web of Science ®Google Scholar
• Oreste, P. 2005. “Back-analysis Techniques for the Improvement of the Understanding of Rock in Underground Constructions.” Tunnelling and Underground Space Technology 20 (1): 7–21. doi: 10.1016/j.tust.2004.04.002
   Web of Science ®Google Scholar
• Pan, C. S. 1995. Numerical Method of Tunnel Mechanics. Beijing: China Railway Publishing House (in Chinese).
   Google Scholar
• Papon, A., Riou, Y., Dano, C., and Y. P. Hicher 2012. “Single- and Multi-objective Genetic Algorithm Optimization for Identifying Soil Parameters.” International Journal for Numerical and Analytical Methods in Geomechanics 36 (5): 597–618. doi: 10.1002/nag.1019
   Web of Science ®Google Scholar
• Sakurai, S., and K. Takeuchi. 1983. “Back Analysis of Measured Displacements of Tunnels.” Rock Mechanics and Rock Engineering 16 (3): 173–180. doi: 10.1007/BF01033278
   Web of Science ®Google Scholar
• Socha, K., and M. Dorigo. 2008. “Ant Colony Optimization for Continuous Domains.” European Journal of Operational Research 185 (3): 1155–1173. doi: 10.1016/j.ejor.2006.06.046
   Web of Science ®Google Scholar
• Sun, J., and W. Huang. 1995. “An Optimization Method for Elasto-Plastic Inversion of Parameters in Rock Mechanics.” Chinese Journal of Rock Mechanics and Engineering 14 (S): 394–400.
   Google Scholar
• Vardakos, S., M. Gutierrez, and C. C. Xia. 2012. “Parameter Identification in Numerical Modeling of Tunneling Using the Differential Evolution Genetic Algorithm (DEGA).” Tunnelling and Underground Space Technology 28: 109–123. doi: 10.1016/j.tust.2011.10.003
   Web of Science ®Google Scholar
• Yu, Y. Z., Y. B. Zhang, and N. H. Yuan. 2007. “An Intelligent Displacement Back-analysis Method for Earth-Rockfill Dams.” Computers and Geotechnics 34 (6): 423–434. doi: 10.1016/j.compgeo.2007.03.002
   Web of Science ®Google Scholar
• Zhao, H. B., and S. D. Yin. 2009. “Geomechanical Parameters Identification by Particle Swarm Optimization and Support Vector Machine.” Applied Mathematical Modelling 33 (10): 3997–4012. doi: 10.1016/j.apm.2009.01.011
   Web of Science ®Google Scholar
• Zheng, Y. R., H. H. Zhu, C. Z. Fang, and H. H. Liu. 2012. The Stability Analysis and Design Theory of Surrounding Rock of Underground Engineering. Beijing: China Communications Press (in Chinese).
   Google Scholar
• Zhu, C. X., B. H. Zhao, and M. Zhao. 2014. “Back Analysis of Geomechanical Parameters in Underground Engineering Using Artificial Bee Colony.” The Scientific World Journal 2014, Article ID 693812, 13 pages. doi:10.1155/2014/693812.
   Web of Science ®Google Scholar