基于支持向量机的三峡工程丰都县水库库岸稳定性评价

为了评价三峡库区丰都县库岸稳定性问题,采用支持向量机方法,对库岸稳定性进行非线性研究。结果表明:支持向量机经过对整个输入模型进行训练学习检验,然后进行知识发现数据挖掘,找到一个能够把握全局的非线性评价模型。支持向量机评价结果与传统的公式法计算结果基本一致,和地质调查的情况基本相符,而且支持向量机评价结果精度更高。支持向量机较为理想的反映输入因素和输出结果之间复杂的映射关系。其评价结果,具有较好的科学性和实用性。

Evaluation on reservoir bank stability in fengdu county of three gorges project

In order to evaluate on the reservoir bank stability of Fengdu county in three Ggorges reservoir area,use support vector machine method to make nonlinear study for the problem. The results showe that:through the right training and testing to the whole input model,and then proceeding to knowledge discovery in data mining,support vector machine can find a non-linear evaluation model grasping the overall situation. Support vector machine evaluation results are basically consistent with that of the traditional ...