Multiverse Optimisation Algorithm for Capturing the Critical Slip Surface in Slope Stability Analysis

被引:0
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作者
Mayank Mishra
Gunturi Venkata Ramana
Damodar Maity
机构
[1] Indian Institute of Technology,Department of Civil Engineering
[2] Indian Institute of Technology,Department of Civil Engineering
[3] Indian Institute of Technology,School of Infrastructure
[4] IIT Bhubaneswar,undefined
关键词
Multiverse optimiser; Uncertainty; Noncircular slip surface; Slope stability; Artificial intelligence;
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学科分类号
摘要
In professional practice, slope stability assessment of natural or man-made slopes is performed using traditional limit-equilibrium-based methods. These methods often fail to identify the critical slip surface corresponding to the minimum factor of safety (FS). Optimisation methods based on stochastic search techniques can more easily locate the global optima solution than traditional methods can. The paper presents the application of the recently proposed multiverse optimisation (MVO) algorithm in determining the lowest FS along the critical slip surface. Four benchmark examples are analysed to test the performance of the multiverse optimiser for slope stability assessment. The results demonstrate that the MVO algorithm can capture the critical slip surface and compute its corresponding FS with a considerably low uncertainty.
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页码:459 / 474
页数:15
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