首页> 外文期刊>International Journal on Applications of Graph Theory in Wireless ad hoc Networks and Sensor Networks >Ant Colony Optimization Based Modified Termite Algorithm (MTA) with Efficient Stagnation Avoidance Strategy for MANETs
【24h】

Ant Colony Optimization Based Modified Termite Algorithm (MTA) with Efficient Stagnation Avoidance Strategy for MANETs

机译:基于蚁群优化的MANETs有效停滞策略的改进白蚁算法(MTA)

获取原文
           

摘要

Designing an effective load balancing algorithm is difficult due to Dynamic topology of MANET. To address the problem, a load balancing routing algorithm namely Modified Termite Algorithm (MTA) has been developed based on ant’s food foraging behavior. Stability of the link is determined based on node stability factor ‘?’. The stability factor “? “of the node is the ratio defined between the “hello sent” and “hello replied” by a node to its neighbors. This also indicates the link stability in relation to other paths towards the destination. A higher ratio of “?” indicates that the neighbor node is more stable. Using this concept pheromone evaporation for the stable node is fine tuned such that if the ratio “?” is more, the evaporation is slow and if “?” is less the evaporation is faster. This leads to decreasing of the pheromone content in an optimal path which may result in congestion. These paths can be avoided using efficient evaporation technique. The MTA developed by adopting efficient pheromone evaporation technique will address the load balancing problems and expected to enhance the performance of the network in terms of throughput, and reduces End-to-end delay and Routing overheads.
机译:由于MANET的动态拓扑,设计有效的负载平衡算法非常困难。为了解决这个问题,已经根据蚂蚁的觅食行为开发了一种负载均衡路由算法,即改良白蚁算法(MTA)。链接的稳定性是根据节点稳定性因子“?”确定的。稳定性系数“? “节点的”是节点向其邻居发送的“ hello发送”和“ hello答复”之间定义的比率。这也表明相对于通往目的地的其他路径的链路稳定性。更高的“?”比例表示邻居节点更稳定。使用这个概念,对稳定节点的信息素蒸发进行了微调,使得比率为“?”更重要的是,蒸发很慢,如果是“?”蒸发量越少越快。这导致最佳路径中信息素含量的减少,这可能导致拥塞。使用有效的蒸发技术可以避免这些路径。通过采用有效的信息素蒸发技术开发的MTA将解决负载平衡问题,并有望在吞吐量方面增强网络性能,并减少端到端延迟和路由开销。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号