河北地质大学学报2024,Vol.47Issue(5) :50-58.DOI:10.13937/j.cnki.hbdzdxxb.2024.05.008

基于组合赋权优化蒙特卡罗法的滑坡失稳概率研究

Study on Probability of Landslide Instability Based on Combination-Weighted Optimization Monte Carlo Method

曹思源 张淼 张文松 袁颖
河北地质大学学报2024,Vol.47Issue(5) :50-58.DOI:10.13937/j.cnki.hbdzdxxb.2024.05.008

基于组合赋权优化蒙特卡罗法的滑坡失稳概率研究

Study on Probability of Landslide Instability Based on Combination-Weighted Optimization Monte Carlo Method

曹思源 1张淼 1张文松 2袁颖2
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作者信息

  • 1. 河北地质大学 城市地质与工程学院,河北 石家庄 050031
  • 2. 河北地质大学 城市地质与工程学院,河北 石家庄 050031;河北省高校生态环境地质应用技术研发中心,河北 石家庄 050031
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摘要

为准确分析K156+200~+800 滑坡的稳定状态,提出了基于组合赋权优化蒙特卡罗法的滑坡失稳概率计算分析方法.针对单一蒙特卡罗法在分析滑坡失稳概率时存在影响因子众多的问题,该分析方法首先利用AHP法和CRITIC法对选定的滑坡稳定性影响因子进行重要性分析,确定出影响因子的主客观权重,再利用最小相对信息熵原理对主客观权重进行组合权重计算,根据组合权重值的大小筛选出主导影响因子,最后运用蒙特卡罗法对主导影响因子进行随机抽取统计并计算滑坡加权失稳概率.该分析方法在避免了主客观权重单一赋权弊端的同时优化了蒙特卡罗法的不足,对权重赋权计算滑坡失稳概率以及合理评价滑坡稳定性方面提供了参考,具有一定指导意义.

Abstract

In order to accurately analyze the stability state of K156+200~+800 landslide,a method of calculating and analyzing landslide instability probability based on combinator-weighted optimization Monte Carlo method is proposed.Aiming at the problem that there are many influencing factors in the analysis of landslide instability probability by single Monte Carlo method,this analysis method first uses AHP and CRITIC method to analyze the importance of the selected influencing factors of landslide stability,determines the subjective and objective weights of the influencing factors,and then uses the principle of minimum relative information entropy to calculate the combined weights of subjective and objective weights.The leading influence factors are screened according to the combined weight values.Finally,Monte Carlo method is used to randomly extract statistics on the leading influence factors and calculate the weighted instability probability of landslides.This analysis method avoids the disadvantage of single weighting of subjective and objective weights and optimizes the shortcomings of Monte Carlo method.It provides reference for calculating the probability of landslide instability and evaluating the stability of landslide reasonably,and has certain guiding significance.

关键词

滑坡失稳概率/组合赋权/AHP法/CRITIC法/最小相对信息熵原理

Key words

landslide instability probability/combinatorial empowerment/AHP method/CRITIC method/principle of minimum relative information entropy

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基金项目

河北省自然科学基金项目(F2024403007)

河北省教育厅科学研究项目(BJK2024090)

出版年

2024
河北地质大学学报
石家庄经济学院

河北地质大学学报

CHSSCD
影响因子:0.287
ISSN:1007-6875
参考文献量15
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