ad hoc网络上的分布式并行遗传算法

Nima Afifi, H. Tavakoli
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引用次数: 0

摘要

今天,移动计算是计算机和网络科学的重要问题之一。有目的地利用移动设备的处理能力来解决复杂问题是研究人员的研究领域之一。旅行商问题是优化问题中的一个重要问题,需要很高的处理能力才能找到最优的可能答案。本文通过在Ad Hoc网络的多个移动节点上提供一种基于分布式并行遗传算法的方法,试图提高旅行推销员算法寻找最佳答案的速度。
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The distributed parallel genetic algorithm on the ad hoc network
Today, mobile computing is one of the important issues in computer and network sciences. Using the processing power of mobile devices purposefully for solving complex issues is one of the research fields for researchers. One of the important issues in the optimization which needs a high processing power for finding the best possible answer is travelling salesman problem. In this paper, by providing a method based on the distributed parallel genetic algorithm on a number of mobile nodes in the Ad Hoc network, it was attempted to increase the speed of finding the best answer for the travelling salesman algorithm.
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