Abstract
Several measures can be used to landslide control. Therefore, the optimal selection of landslide treatment scheme is a key problem in the landslide treatment design. This paper analyzed the key restricting factors of the landslide treatment scheme. Based on decision theory, fuzzy set theory, and case theory, the fuzzy multi-objective and lattice-ordered groups decision method were applied to solve the problem of optimal selection of landslide treatment schemes. Taking the Chaancun landslide treatment schemes as example, the theory of the limited feasible decision-making methods and the calculation process were determined. Results show that the fuzzy multi-objective and lattice-ordered groups decision method is feasible in the optimal selection of landslide treatment scheme, because this method can normalize the qualitative and quantitative indexes into quantitative indexes. Consequently the optimal selection result is highly objective. Therefore, this paper is significant to the comparison and optimization of landslide comprehensive treatment schemes.
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References
Quan, H.-C., Lee, B.-G.: GIS-based landslide susceptibility mapping using analytic hierarchy process and artificial neural network in Jeju (Korea). KSCE J. Civ. Eng. 16(7), 1258–1266 (2012)
Gao, H.-X., Yin, K.-L.: Study on spatial prediction and time forecast of landslide. Nat. Hazards 70(3), 1735–1748 (2014)
Lin, H.-C., Kan, Y.-C., Sung, W.-P., Hong, Y.-M.: A deep catastrophic failure model of hillslope for numerical manifold method and multiple physics computation. Arab. J. Sci. Eng. 40(3), 735–746 (2015)
Leynes, R.D., Pioquinto, W.P.C., Caranto, J.A.: Landslide hazard assessment and mitigation measures in Philippine geothermal fields. Geothermics 34, 209–221 (2005)
Jiang, Q.-H., Wei, W., Xie, N., Zhou, C.-B.: Stability analysis and treatment of a reservoir landslide under impounding conditions: a case study. Environ. Earth Sci. 75(1), 1–12 (2016)
Martens, J.: Investigation and geogrid reinforced repair of the foxridge drive landslide, Mission, Kansas. Environ. Eng. Geosci. 13(3), 255–264 (2007)
Cook, R.L.: Case-based reasoning systems in purchasing: applications and development. J. Supply Chain Manag. 33(4), 32–39 (1997)
Xie, Q.M., Ding, B.Y., Wu, D.H., Zhao, T.: Study on case-based decision support system for selection of slope treatment schemes. Rock Soil Mech. 29(5), 1351–1354 (2008). in Chinese
Ding, Y., Wang, Q.-C.: Remediation and analysis of kinematic behaviour of a roadway landslide in the upper Minjiang River, Southwest China. Environ. Geol. 58(7), 1521–1532 (2009)
Sun, H.-Y., Wong, L.N.Y., Shang, Y.-Q., Shen, Y.-J., Lü, Q.: Evaluation of drainage tunnel effectiveness in landslide control. Landslides 7(4), 445–454 (2010)
Li, C.-D., Tang, H.-M., Hu, X.-L., Wang, L.-Q.: Numerical modelling study of the load sharing law of anti-sliding piles based on the soil arching effect for Erliban landslide, China. KSCE J. Civ. Eng. 17(6), 1251–1262 (2013)
Bonnard, C., Corominas, J.: Landslide hazard management practices in the world. Landslides 2(4), 245–246 (2005)
Li, S., Gao, H., Xu, D., Meng, F.: Comprehensive determination of reinforcement parameters for high cut slope based on intelligent optimization and numerical analysis. J. Earth Sci. 23, 233–242 (2012)
Feng, X.-T., Hudson, J.A., Li, S.-J., Zhao, H.-B., Gao, W., Zhang, Y.-L.: Integrated intelligent methodology for large-scale landslide prevention design. Int. J. Rock Mech. Min. Sci. 41(S1), 750–755 (2004)
Parameshwaran, R., Srinivasan, P.S.S., Punniyamoorthy, M., Charunyanath, S.T., Ashwin, C.: Integrating fuzzy analytical hierarchy process and data envelopment analysis for performance management in automobile repair shops. Eur. J. Ind. Eng. 3(4), 450–467 (2009)
Kang, Q.-R., Tang, J.-X., Zhang, W.-Z.: Application of improved FAHP in schemes optimization about landslide treatment. J. Chongqing Univ. 33(9), 98–103 (2010). in Chinese
Wang, M.-W., Li, L., Jin, J.-L.: Decision-making of landslide treatment schemes using identical degree of set pair analysis. CCDC 2009: 21st Chinese Control and Decision Conference, Proceedings,1-6, 757–760 (2009)
Al-Homoud, A.S., Tahtamoni, W.W.: SARETL: an expert system for probabilistic displacement-based dynamic 3-D slope stability analysis and remediation of earthquake triggered landslides. Environ. Geol. 39(8), 849–874 (2000)
Xia, Y.Y.: Choosing optimum control plans for unstable slopes by using of the analytic hierarchy process (AHP). Chin. J. Geol. Hazard Control 8(3), 1–6 (1997). in Chinese
Bhuyan, H.K., Kamila, N.K.: Privacy preserving sub-feature selection based on fuzzy probabilities. Clust. Comput. 17(4), 1383–1399 (2014)
Lu, C., Liu, S.: Beijing cultural and creative industry policy effect evaluation based on fuzzy comprehensive evaluation//Logistics, Informatics and Service Sciences (LISS). 2015 International Conference on IEEE, pp. 1–6 (2015)
Kamila, N.K., Jena, L., Bhuyan, H.K.: Pareto-based multi-objective optimization for classification in data mining. Clust. Comput. 19(4), 1723–1745 (2016)
Zahariev, S.: An approach to group choice with fuzzy preference relations. Fuzzy Set Syst. 3(22), 203–213 (1987)
Bryson, N., Mobolurin, A.: An action learning evaluation procedure for multiple criteria decision making problems. Eur. J. Oper. Res. 96(2), 379–386 (1997)
Li, R.-J.: Fuzzy method in group decision making. Comput. Math. Appl. 38(1), 91–101 (1999)
Hao, G., Liu, Y.-G., Zhang, D.-Y.: Fuzzy multi-objective and lattice-ordered groups decision method and the application in plan optimization. Decis. Ref., pp. 41–43 (2006, in Chinese)
Xu, Y., Nie, L., Dai, S.-L., Zhang, M.: Formation and evolution of Chaancun Landslide in Dalian City, China. Adv. Mater. Res. 250–253, 1395–1399 (2011)
Zhang, M., Nie, L., Xu, Y., Dai, S.-L.: A thrust load-caused landslide triggered by excavation of the slope toe: a case study of the Chaancun Landslide in Dalian City, China. Arab. J. Geosci. 8(9), 6555–6565 (2015)
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This work was supported by the National Science Foundation of China (Grant No. 41502322), the China Postdoctoral Science Foundation (Grant No. 2014M551453), and Foundament Reasearch Funds of Jilin University.
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Zhang, M., Nie, L., Li, Z. et al. Fuzzy multi-objective and groups decision method in optimal selection of landslide treatment scheme. Cluster Comput 20, 1303–1312 (2017). https://doi.org/10.1007/s10586-017-0790-y
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DOI: https://doi.org/10.1007/s10586-017-0790-y