基于博弈论赋权信息量模型的滑坡易发性评价OA
Landslide Susceptibility Evaluation Based on Empowerment Information Quantity Model of Game Theory
针对利用信息量模型进行滑坡易发性区划时,直接将各影响因子的信息量相加或乘以单一权重相加,未同时考虑因子的主、客观权重的问题,提出基于博弈论赋权信息量模型的滑坡易发性评价方法.首先采用层次分析法(AHP)计算出主观权重,通过变异系数法确定客观权重,然后利用博弈论原理进行主、客观权重的优化组合,得到组合权重;基于组合权重对各评价因子的信息量图层进行加权求和,通过自然间断点法将评价结果分为 5 类.最后以陕西山阳县为研究区,分别从滑坡易发性区划图、分区点密度及ROC曲线,将所提模型与单一权重的信息量模型进行了对比.结果表明,所提方法的准确性、可靠性优于传统的加权信息量法.
In the process of employing information quantity models for landslide susceptibility zoning,given that the information quantity of influencing factors is directly added or multiplied by a single weight,without considering the main and objective weight of the factor,this paper proposes an evaluation method based on the empowerment information quantity model of game theory.First,the analytic hierarchy process(AHP)is adopted to calculate the subjective weight,the objective weight is determined by the coefficient of variation method,and then the game theory principle is utilized to optimize the main and objective weight to get the combination weight.Meanwhile,the information layer of each evaluation factor is weighted and summed based on the combination weight,and the evaluation results are divided into five categories by the natural intermittent point method.Finally,by taking Shanyang County of Shaanxi Province as the research area,the proposed model is compared with the information quantity model of single weight in landslide-susceptibility zoning maps,zoning point density,and ROC curves respectively.The results show that the accuracy and reliability of the proposed method outperform traditional weighted information measurement methods.
崔成涛;李丽敏;符振涛;任瑞斌;王莲霞;封青青
西安工程大学电子信息学院,陕西 西安 710600
地质学
滑坡易发性信息量博弈论变异系数法
landslide susceptibilityinformation quantitygame theorycoefficient of variation method
《人民珠江》 2024 (002)
9-17 / 9
陕西省技术创新引导专项(2020CGXNG-009、2020CGXNX-009);陕西省自然科学基础研究计划(2022JM-322);陕西省教育厅服务地方专项(2022JM-322)
评论