李亮,迟世春,郑榕明,林皋.一种新型遗传算法及其在土坡任意滑动面确定中的应用[J].水利学报,2007,38(2):157-162 |
一种新型遗传算法及其在土坡任意滑动面确定中的应用 |
Improved genetic algorithm and its application to determination of critical slip surface with arbitrary shape in soil slope |
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DOI: |
中文关键词: 边坡稳定 极限平衡法 安全系数 遗传算法 和声算法 任意滑动面 |
英文关键词: slope stability limit equilibrium factor of safety genetic algorithm harmony search algorithm arbitrary slip surface |
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中文摘要: |
提出了一种便于工程应用的改进模拟任意滑动面策略。针对简单遗传算法容易陷入局部最优值的缺陷,借鉴和声算法产生新解的方式来产生遗传算法中的子代个体。该策略能综合利用整个父体的信息来构建子代。将该方法用于求解两个复杂土坡的最小安全系数,所得结果与已有文献结果比较证明,新型遗传算法能搜索到更小的安全系数,可应用于土坡稳定分析。 |
英文摘要: |
In order to overcome the problem of being trapped into local minima encountered in applying ordinary genetic algorithm to search the critical slip surface of slope, an improved procedure based on harmony search algorithm is proposed. In the searching computation the new offspring is obtained according to the whole information of its parents. The proposed method is applied to calculate the minimum
safety factors of two complicated soil slopes. The comparison of the calculation results with existing examples given by other author shows that the proposed method is feasible for stability analysis of soil slope. |
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