摘要
在如今的网络中为了防止来自黑客的攻击,网络攻击检测算法需要一定的智能性。当今的智能算法已有相当的成就,退火算法、k-邻近算法都属于智能型算法。这些算法解决的问题是最优解的问题。因此论文在查看已有的相关智能型算法之后,提出了一种解决最优解问题的新算法,该算法将k-邻近算法、MMTD和退火算法三种算法结合在一起,形成一种新的最优解算法,将这三种算法结合起来是本文的创新点。
In today＆#39;s network in order to prevent attacks from hackers ,network attack detection algorithms require cer-tain intelligence .The existing intelligent algorithms have made considerable achievements ,simulated annealing algorithm and k-nearest neighbor algorithm both belong to the intelligent algorithm .The algorithm solves the problem of the optimal solu-tion of the problem .Therefore based on the related intelligent algorithms ,a new algorithm is put forward to solve the opti-mal solution of the problem ,the algorithm of MM TD ,simulated annealing algorithm and k-nearest neighbor algorithm are combined together to form a new optimal algorithm ,the combination of these three algorithms is the innovation of this paper .
出处
《计算机与数字工程》
2015年第11期1951-1954,共4页
Computer & Digital Engineering
基金
北京航空航天大学软件开发环境国家重点实验室开放基金(编号:SKLSDE-2013KF)资助
关键词
K-近邻算法
MM
TD
算法
退火算法
k-nearest neighbor algorithm
MM TD algorithm
simulated annealing algorithm
