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Multi-Layer Multi-Index Comprehensive Evaluation for Dike Safety

机译:堤防安全的多层多指标综合评价

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摘要

Dike safety is influenced by many factors. The contribution of every factor can be reflected with multiple indexes. To implement the reasonable evaluation for dike safety, a multiple indexes-based layer-by-layer evaluation approach is proposed in this paper. Extension theory, genetic algorithm and analytical hierarchy process are combined to identify the effects of all indexes on dike safety. First, a multi-layer system is built to describe the relationship between dike safety and its main influencing factors, evaluation indexes. Safety level and corresponding quantitative criteria of evaluation indexes are given. Second, the matter element analysis method in extension theory is introduced to establish the multi-index evaluation model. The relative importance of evaluation indexes can be determined and dike safety can be evaluated dynamically with the model. Third, to decrease artificial participation during the evaluating process and make the assessment result more objective, an accelerating genetic algorithm is integrated into analytical hierarchy process to calculate the weights of lower layer indexes in multi-layer evaluation system of dike safety. Finally, the proposed approach is applied to an actual dike case. Results show that the methodology is capable of more objectively judging whole dike safety, can help with identifying potential risk and hazard level.
机译:堤防安全受许多因素影响。每个因素的贡献都可以通过多个指标反映出来。为了实现对堤防安全性的合理评价,提出了一种基于多指标的逐层评价方法。结合扩展理论,遗传算法和层次分析法,确定了各指标对堤防安全性的影响。首先,建立了一个多层系统来描述堤防安全性及其主要影响因素,评价指标之间的关系。给出了安全等级和相应的评价指标定量标准。其次,引入扩展理论中的物元分析方法,建立了多指标评价模型。可以确定评估指标的相对重要性,并可以使用该模型动态评估堤防安全性。第三,为减少评估过程中的人为参与,使评估结果更加客观,将加速遗传算法集成到层次分析法中,以计算堤防安全多层评估系统中下层指标的权重。最后,将所提出的方法应用于实际的堤防情况。结果表明,该方法能够更客观地判断整个堤防的安全性,有助于确定潜在的风险和危害等级。

著录项

  • 来源
    《Water Resources Management》 |2015年第13期|4683-4699|共17页
  • 作者单位

    State Key Laboratory of Hydrology-Water Resources and Hydraulic Engineering Hohai University">(1);

    College of Water Conservancy and Hydropower Engineering Hohai University">(2);

    College of Water Conservancy and Hydropower Engineering Hohai University">(2);

    National Engineering Research Center of Water Resources Efficient Utilization and Engineering Safety Hohai University">(3);

    Department of Computer Engineering Nanjing Institute of Technology">(4);

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Dike; Safety evaluation; Matter element analysis method; Genetic algorithm; Analytical hierarchy process;

    机译:堤围;安全评估;物元分析方法;遗传算法层次分析法;

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