滑坡灾害分析中的智能优化方法
|
摘要
滑坡是仅次于地震和洪水的一种严重的地质灾害,也是水利水电工程建设中面临的一个重要风险。滑坡分析最困难的问题在于临界滑动面的搜索,智能优化算法在解决此类问题时有着独特的优势。遗传算法、人工神经网络及蚁群算法在边坡稳定分析中的应用都有其各自的优缺点,今后研究的方向应该是将不同的智能优化方法结合起来,以充分发挥各自的优势。
andslide is a severe geological disaster only less than earthquake and flood in terms of damage and an important risk that has to be faced in water resources and hydropower project construction. The most difficult task in analysis of landslide lies in search of critical slide plane. Intelligence optimization arithmetic has its own spectacular advantage in solving this type issue. Genetic arithmetic, artificial neural network and ant colony algorithm have their own respective advantage and disadvantages. he development tendency is to combine various intelligence optimization approaches to completely use advantages.
andslide is a severe geological disaster only less than earthquake and flood in terms of damage and an important risk that has to be faced in water resources and hydropower project construction. The most difficult task in analysis of landslide lies in search of critical slide plane. Intelligence optimization arithmetic has its own spectacular advantage in solving this type issue. Genetic arithmetic, artificial neural network and ant colony algorithm have their own respective advantage and disadvantages. he development tendency is to combine various intelligence optimization approaches to completely use advantages.
引文
[1]陈祖煜.土质边坡稳定分析——原理·方法·程序[M].北京:中国水利水电出版社,2005.
[2]肖专文,张奇志,梁力等.遗传进化算法在边坡稳定分析中的应用[J].岩土工程学报,1998,20(1).
[3]王宏生.人工智能及其应用[M].北京:国防工业出版社,2006.
[4]陈昌富,龚晓南,王贻荪.自适应蚁群算法及其在边坡工程中的应用[J].浙江大学学报,2003,37(5).
[5]尹远志,尹丽静.长江上游地区滑坡、泥石流预警系统建设及成效[J].中国水利,2004(6).
[6]刘宁.科学制定西藏易贡滑坡堵江减灾预案[J].中国水利,2000(7).
[2]肖专文,张奇志,梁力等.遗传进化算法在边坡稳定分析中的应用[J].岩土工程学报,1998,20(1).
[3]王宏生.人工智能及其应用[M].北京:国防工业出版社,2006.
[4]陈昌富,龚晓南,王贻荪.自适应蚁群算法及其在边坡工程中的应用[J].浙江大学学报,2003,37(5).
[5]尹远志,尹丽静.长江上游地区滑坡、泥石流预警系统建设及成效[J].中国水利,2004(6).
[6]刘宁.科学制定西藏易贡滑坡堵江减灾预案[J].中国水利,2000(7).
版权所有：© 2023 中国地质图书馆 中国地质调查局地学文献中心