Ant-Miner算法改进及在地震预测中的应用

Earthquake Prediction Using Improved Ant-Miner Algorithm

摘要:

首先阐述了Ant-Miner算法的原理,然后从不同角度对Ant-Miner算法进行研究分析,并针对该算法的不足之处提出了相应的改进和优化方案。最后将经过改进的Ant-Miner算法应用到地震预测中。结果证明优化后的Ant-Miner算法比传统C4.5分类算法能达到更好的效果。

Abstract:

The principle and realization of Ant-Miner algorithm are summarized firstly. Then the Ant-Miner algorithm is analyzed from different views, and an improving and optimizing method are proposed in order to overcome the problems existed in the algorithm. Finally, the improved Ant-Miner algorithm is used in earthquake prediction. The experiments show that, optimization algorithm can achieve better results than C4.5 algorithm.