基于遗传算法的物联网传感器节点布线研究
IoT sensor node wiring optimization based on genetic algorithm
针对以往物联网传感器节点布线依靠目视及经验,而非精细化布置的问题,从最小化布线成本出发,构建最小路径模型,利用遗传算法良好的收敛性和较强的全局快速寻优能力,通过编码运算,解决了最佳布线路径的问题。最后,通过与以往的布线方法进行对比,验证了模型和算法的有效性和可行性。
he past things networking sensor node wiring rely on visual and experience, rather than the elaborate arrrangement, based on the minimize wiring, the least path model, and the genetic algorithm's good astringency and srtong global fast optimization ability, solve the problem of the optimum wiring path. Finally ,through compating the optimum wiring path and the previous method, the effectiveness of the least path model and GA algorithm has verified.
王亚超、于之取
电子技术应用自动化技术、自动化技术设备计算技术、计算机技术
物联网遗传算法最小路径工业工程
IoTGenetic algorithmLeast path modelIE
王亚超,于之取.基于遗传算法的物联网传感器节点布线研究[EB/OL].(2012-04-18)[2025-08-16].http://www.paper.edu.cn/releasepaper/content/201204-251.点此复制
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