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基于蚁群优化的历史灾害关联分析方法
APPROACH FOR HISTORICAL DISASTER CORRELATION ANALYSIS BASED ON ANT COLONY OPTIMISATION
【摘要】 对历史灾害进行3维时空网络建模,通过寻找网络中的相似空间向量来挖掘灾害节点间的链式关联关系。同时通过将向量发现问题转化为一种路径优化问题来利用蚁群算法进行求解,并将蚁群算法寻找最优路径过程中的信息素参数作为算法结果进行关注,以解决仅求解最优路径所存在的路径竞争问题。MATLAB仿真结果表明该方法具有较高的精确性和实用性。
【Abstract】 Historical disasters are modelled with three-dimensional space-time network,and the chain correlation relationship of disaster nodes are mined by seeking the similar space vector in network.At the same time,by transforming the vector discover problem into a path optimisation problem,the ant colony algorithm can be used for finding the solution,where the pheromone parameter in the process of optimal path searching of ant colony is concerned as the algorithm result so as to solve the problem of the path competition which exists when solving the optimal path only.Experimental results of MATLAB show that this method has high accuracy and practicality.
【Key words】 Historical disaster Disaster chain Ant colony algorithm Path optimisation Pheromone;
- 【文献出处】 计算机应用与软件 ,Computer Applications and Software , 编辑部邮箱 ,2012年10期
- 【分类号】TP301.6;U116.2
- 【被引频次】5
- 【下载频次】113