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Assessment of Slope Stability under Bounded Uncertainties Using Differential Evolution and Particle Swarm Optimization Cover

Assessment of Slope Stability under Bounded Uncertainties Using Differential Evolution and Particle Swarm Optimization

By: Vu Truong Vu  
Open Access
|Jun 2022

References

  1. [1] GOH, A. T. C.: Search for critical slip circle using genetic algorithms. Civil Engineering and Environmental Systems, 17 (3), 2012, pp. 181-211.10.1080/02630250008970282
  2. [2] SAKELLARIOU, M. G. – FERENTINOU, M. D.: A study of slope stability prediction using neural networks. Geotechnical and Geological Engineering, 23, 2005, pp. 419–445.10.1007/s10706-004-8680-5
  3. [3] KAHATADENIYA, K. S. - NANAKORN, P. – NEAUPANE, K. M.: Determination of the critical failure surface for slope stability analysis using ant colony optimization. Engineering Geology, 108, 2009, pp. 133-141.10.1016/j.enggeo.2009.06.010
  4. [4] KHAJEHZADEH, M. - TAHA, M. R. - El-SHAFIE, A. - ESLAMI, M.: Locating the general failure surface of earth slope using particle swarm optimization. Civil Engineering and Environmental Systems, 29 (1), 2012, pp. 41-57.
  5. [5] SINGH, J. - BANKA, H. - VERMA, A. K.: Locating critical failure surface using meta-heuristic approaches: a comparative assessment. Arabian Journal of Geosciences, 12, 2019, 307. https://doi.org/10.1007/s12517-019-4435-8.10.1007/s12517-019-4435-8
  6. [6] PANDIT, K. - SARKAR, S. - SHARMA, M.: Optimization Techniques in Slope Stability Analysis Methods. In: Pradhan S., Vishal V., Singh T. (Eds) Landslides: Theory, Practice and Modelling. Advances in Natural and Technological Hazards Research, Vol. 50, 2019, Springer. https://doi.org/10.1007/978-3-319-77377-3_11.10.1007/978-3-319-77377-3_11
  7. [7] MALKAWI, A. I. H. - HASSAN, W. F. - ABDULLA, F. A.: Uncertainty and reliability analysis applied to slope stability. Structural Safety, 22, 2000, pp. 161–187.10.1016/S0167-4730(00)00006-0
  8. [8] CHO, S. E.: Effects of spatial variability of soil properties on slope stability. Engineering Geology, 92 (3–4), 2007, pp. 97-109.10.1016/j.enggeo.2007.03.006
  9. [9] LI, D.Q. - QI, X. H. - CAO, Z. J. - TANG, X. S. - PHOON, K. K. - ZHOU, C. B.: Evaluating slope stability uncertainty using coupled Markov chain. Computers and Geotechnics, 73, 2016, pp. 72-82.10.1016/j.compgeo.2015.11.021
  10. [10] KANG, F. - XU, B. - LI, J. - ZHAO, S.: Slope stability evaluation using Gaussian processes with various covariance functions. Applied Soft Computing, 60, 2017, pp. 387-396.10.1016/j.asoc.2017.07.011
  11. [11] JOHARI, A. - FOOLADI, H.: Comparative study of stochastic slope stability analysis based on conditional and unconditional random field. Computers and Geotechnics, 2020, https://doi.org/10.1016/j.compgeo.2020.103707.10.1016/j.compgeo.2020.103707
  12. [12] MAHMOUDI, E. - SCHMÜDDERICH, C. - HÖLTER, R. - ZHAO, C. - WICHTMANN, T. - KÖNIG, M.: Stochastic field simulation of slope stability problems: Improvement and reduction of computational effort. Computer Methods in Applied Mechanics and Engineering, 2020, https://doi.org/10.1016/j.cma.2020.113167.10.1016/j.cma.2020.113167
  13. [13] ELISHAKOFF, I. - HAFTKA, R. T. - FANG, J.: Structural design under bounded uncertainty optimization with anti-optimization. Computers & Structures, 53(6), 1994, pp. 1401-1405.10.1016/0045-7949(94)90405-7
  14. [14] FELLENIUS, W.: Calculation of stability of earth dam. In Transactions 2nd Congress Large Dams, 4 (7-8), 1936, pp. 445–462. Washington, DC.
  15. [15] BISHOP, A. W.: The use of slip circle in the stability analysis of earth slopes. Geotechnique, 5, 1955, pp. 7-17.10.1680/geot.1955.5.1.7
  16. [16] KENNEDY, J. - EBERHART, R.: Particle swarm optimization. Proceedings of IEEE International Conference on Neural Networks, 1995, pp. 1942-1948. Piscataway, NJ.
  17. [17] CLERC, M.: The swarm and the queen: Towards a deterministic and adaptive particle swarm optimization. Proceedings of the 1999 Congress on Evolutionary Computation, P. J. Angeline, Z. Michalewicz, M. Schoenauer, X. Yao, A. Zalzala, (eds), 1999, pp. 1951-1957.
  18. [18] VU, V. T.: A Comparison of Particle Swarm Optimization and Differential Evolution. International Journal on Soft Computing (IJSC), 3 (3), 2012, pp. 13-30.10.5121/ijsc.2012.3302
  19. [19] EBERHART, R. C. - SHI, Y.: Particle swarm optimization: Developments, applications and resources. Proceedings of the IEEE Conference on Evolutionary Computation, 2001, pp. 81-86. ICEC.
  20. [20] STORN, R. - PRICE, K.: Minimizing the real functions of the ICEC’96 contest by differential evolution. Proceedings of the IEEE Conference on Evolutionary Computation, 1996, pp. 842-844, Japan.
  21. [21] SARMA, S. K.: Stability analysis of embankments and slopes. Journal of the Geotechnical Engineering Division ASCE, 105, 1979, pp. 1511-1524.10.1061/AJGEB6.0000903
  22. [22] HARABINOVÁ, S. - KOTRASOVÁ, K. - KORMANÍKOVÁ, E. - HEGEDÜSOVÁ, I.: Analysis of Slope Stability. Civil and Environmental Engineering, Vol. 17, Iss. 1, 2021, pp. 192-199, https://doi.org/10.2478/cee-2021-0020.10.2478/cee-2021-0020
DOI: https://doi.org/10.2478/cee-2022-0006 | Journal eISSN: 2199-6512 | Journal ISSN: 1336-5835
Language: English
Page range: 59 - 65
Published on: Jun 29, 2022
Published by: University of Žilina
In partnership with: Paradigm Publishing Services
Publication frequency: 2 issues per year

© 2022 Vu Truong Vu, published by University of Žilina
This work is licensed under the Creative Commons Attribution 4.0 License.