IJCCS (Indonesian Journal of Computing and Cybernetics Systems)
Vol 17, No 4 (2023): October

Optimizing ODP Device Placement on FTTH Network Using Genetic Algorithms

Pratiwi Hendro Wahyudiono (Faculty of Engineering, Universitas Andalas, Padang, Indonesia.)
Ahmad Syafruddin Indrapriyatna (Faculty of Engineering, Universitas Andalas, Padang, Indonesia.)
Ismail Yusuf Panessai (Faculty of Computing And Meta-Technology, Universiti Pendidikan Sultan Idris, Malaysia.)
Nurus Sabah (Faculty of Engineering, Universitas Tanjungpura Pontianak, Indonesia.)
Achmad Yani (Department of Industrial Engineering, Sekolah Tinggi Teknik Ar-Rahmah, Bintan, Indonesia.)
Abdi Manaf (Department of Industrial Engineering, Sekolah Tinggi Teknik Ar-Rahmah, Bintan, Indonesia.)
Nur Iksan (Department of Computing, Sekolah Tinggi Teknik Ar-Rahmah, Bintan, Indonesia.)

Article Info

Publish Date
31 Oct 2023

Abstract

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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Journal Info
IJCCS (Indonesian Journal of Computing and Cybernetics Systems)
Website

Abbrev

ijccs

Publisher

Universitas Gadjah Mada

Subject

Computer Science & IT Control & Systems Engineering

Description

Indonesian Journal of Computing and Cybernetics Systems (IJCCS), a two times annually provides a forum for the full range of scholarly study . IJCCS focuses on advanced computational intelligence, including the synergetic integration of neural networks, fuzzy logic and eveolutionary computation, so ...