Research on Resource Selection Algorithm of Multi-Objective Optimization based on Genetic Algorithms
Xiaohong Zhang · Fire Control and Command Control · 2008
In the wireless self-organized network,there is not only one resource meeting a task request,selecting a favorite resource from them,which users can use is the core part of resource management.The current algorithms mainly takes computing capacity,integrate load and network delay into account,which can not meet the requirements of characteristics in the wireless self-organized network,such as bandwidth limitation and limited node resource.The paper proposes a multi-objective optimization selection algorithm based on genetic algorithm after the mathematical descriptions and analyses of node capacity,network resource and energy are carried out.Experiment shows that the algorithm can take full advantage of bandwidth and achieve maximum lifetime of network.