利用遗传算法优化光纤到户网络上的ODP设备放置

Pratiwi Hendro Wahyudiono, Ahmad Syafruddin Indrapriyatna, Ismail Yusuf Panessai, Nurus Sabah, Achmad Yani, Abdi Manaf, Nur Iksan
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引用次数: 0

摘要

目前光纤到户(FTTH)网络接入中,光分配点(ODP)基础设施的问题非常重要,因为ODP基础设施的发展已经不再依赖于需求,因此在没有系统方法的情况下手动放置ODP会导致光纤衰减值的增加。对电缆长度造成影响,造成电缆分布不规则。本研究采用旅行商问题(TSP)方案,结合遗传算法(GA)方法,采用混合遗传算法对PT BCV的FTTH网络中ODP设备的布局进行优化,并利用Matlab软件进行了测试。使用Hybrid GA进行开发测试,得到适应度值为28.6457,计算时间为89.93秒的最佳路径。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Optimizing ODP Device Placement on FTTH Network Using Genetic Algorithms
Currently the problem of Optical Distribution Point (ODP) infrastructure is important in fiber to the home (FTTH) network access because ODP infrastructure development is no longer dependent on demand, so placing ODP manually without a systematic method can cause an increase in the value of optical fiber attenuation. on the length of the cable and cause the cable distribution to be irregular. This study aims to optimize the placement of ODP devices in PT BCV's FTTH network by using the Traveling Salesman Problem (TSP) scheme with the genetic algorithm (GA) approach and using hybrid GA, testing is carried out using Matlab software. Testing with development using Hybrid GA gets the best path with a fitness value of 28.6457 and a computation time of 89.93 seconds.
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