Integrated intelligent methodology for Large-scale landslide prevention design
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- @Article{FENG2004750,
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author = "Xia-Ting Feng and J. A. Hudson and Shaojun Li and
Hongbo Zhao and Wei Gao and Youliang Zhang",
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title = "Integrated intelligent methodology for Large-scale
landslide prevention design",
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journal = "International Journal of Rock Mechanics and Mining
Sciences",
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year = "2004",
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volume = "41",
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number = "Supplement 1",
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pages = "750--755",
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month = may,
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note = "Proceedings of the ISRM SINOROCK 2004 Symposium",
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keywords = "genetic algorithms, genetic programming, Landslide,
intelligent design, GIS, back analysis, optimum design,
support vector machine, SVM",
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ISSN = "1365-1609",
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URL = "http://www.sciencedirect.com/science/article/pii/S1365160904001777",
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DOI = "doi:10.1016/j.ijrmms.2004.03.130",
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abstract = "Considering the non-linear mechanical problem affected
by many factors, integration of intelligent and global
optimum methods with certain mechanic al calculations
is attractive for analysis and control design of
landslides. An integrated intelligent methodology is
proposed for optimal prevention design of large-scale
landslides. With this methodology, long-term monitoring
data of landslide evolution, rainfall process,
excavation process, change of underground water, and
geological conditions, etc. are displayed in a
three-dimensional geological information system.
Geomechanical parameters of rock mass/soils and trace
of the landslide are recognized using a combination of
genetic algorithm and genetic programming, evolutionary
support vector machine, and limited equilibrium
analysis. Optimal design of landslide prevention is
achieved by using evolutionary neural networks-limited
equilibrium analysis. As an example, the integrated
intelligent design prevention is applied to the
Bachimen large landslide, Fujian, China induced due to
the excavation of motorway. The results are
satisfactory.",
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notes = "Paper 3A 06 sinorock",
- }
Genetic Programming entries for
Xia-Ting Feng
John A Hudson
Shaojun Li
Hongbo Zhao
Wei Gao
Youliang Zhang
Citations