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GA-based QoS Route Selection Algorithm for Mobile Ad-Hoc Networks

机译：基于GA的移动ad-hoc网络QoS路由选择算法

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The design of QoS routing protocol for mobile ad hoc networks is a challenging issue. In selecting the most optimal route from source to destination, one has to choose from a set of routes with the corresponding connectivity qualities. This paper describes the QoS routing scheme, that select a source-destination route using genetic algorithm(GA). The route need to satisfy the node bandwidth, node delay, end-to-end delay and node conectivity index. We described the GA operation including population initialization, fitness calculation, crossover process, mutation process and selection of GA parameters. Simulation experiments are performed for 20 mobile nodes to predict the basic performances of QoS Routing algorithm in terms of the effect of mobility. The result shows that QoS Routing can successfully utilized GA in finding the optimal route.
机译：移动临时网络QoS路由协议的设计是一个具有挑战性的问题。在从源到目的地的最佳路由中，必须从一组具有相应连接质量的路由中进行选择。本文介绍了使用遗传算法（GA）选择源目标路由的QoS路由方案。该路线需要满足节点带宽，节点延迟，端到端延迟和节点连接索引。我们描述了GA操作，包括人口初始化，健身计算，交叉过程，突变过程和GA参数的选择。对20个移动节点进行仿真实验，以预测移动性效果的QoS路由算法的基本性能。结果表明，QoS路由可以成功地利用GA查找最佳路线。

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