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Application of GM(1,1) Optimized Model in Prediction of Landslide

机译:GM(1,1)优化模型在滑坡预测中的应用

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Grey system theory is a new cross course founded in 1982 by Prof. Deng Ju-long, a Chinese famous scholar. Grey model of the theory was applied extensively and gained a series of significant achievement both in natural science and social science. It is mainly applied in midlong- term forecasting of slope or landslide and has high accuracy in geologic catastrophe study. However, when applied in short-impending slip forecasting, it produces relatively poor accuracy, even not suit the study. There is still much room for its improvement. Actual counting examples of slide deformation forecasting indicated that optimized model GM(1,1) based on ground value of optimized grey model had an ability to optimize modeling results; it can be applied with relative high modeling and forecasting accuracy not only in mid-long-term forecasting of slope deformation, but also in short-impending slip forecasting of landslide. In this paper, correctness and extensive application of the optimized model GM (1,1) were tested by analysis of the contrast between original linear model GM(1,1) and non-linear model Verhulst. The study will not only enrich research methods of landslide deformation forecasting, but is also of momentous theoretical and practical significance.
机译:灰色系统理论是一个新的交叉课程,成立于1982年,由中国着名学者邓菊长教授成立。该理论的灰色模型是广泛应用的,并在自然科学和社会科学中获得了一系列重大成就。主要应用于坡度或滑坡的中期预测,在地质灾难研究中具有高精度。然而,在暂时的滑移预测中应用时,它的准确性相对较差,甚至不适合研究。它的改善仍有很多空间。实际计数幻灯片变形预测的例子表明,基于优化灰色模型的地面值的优化模型GM(1,1)具有优化建模结果的能力;它不仅可以应用相对高的建模和预测精度,不仅在长期的坡度变形预测中,而且还可以在坡度的短期预测中。在本文中,通过分析原始线性模型GM(1,1)和非线性模型Verhulst之间的对比度来测试优化模型GM(1,1)的正确性和广泛应用。该研究不仅将丰富山体滑坡变形预测的研究方法,但也具有重要的理论和实际意义。

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