Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer
Vol 1 No 12 (2017): Desember 2017

Penentuan Lokasi Pasang Baru Wifi.id Corner Menggunakan Metode AHP dan Algoritma Genetika (Studi Kasus : PT. Telkom Witel Kediri)

Figgy Rosaliana (Fakultas Ilmu Komputer, Universitas Brawijaya)
Dian Eka Ratnawati (Fakultas Ilmu Komputer, Universitas Brawijaya)
Mochammad Ali Fauzi (Fakultas Ilmu Komputer, Universitas Brawijaya)



Article Info

Publish Date
03 Aug 2017

Abstract

Wifi.id corner is a location provided by Telkom Corporation to access @wifi.id network. Determining new location of wifi.id corner needs consideration and right decision. Several criterias are used to this study such as Fiber Optic network availability, level of crowdedness, location type and density level of wifi.id corner location. Analytical Hyrarchy Process (AHP) method and Genetic Algorithm are applied to solve those problems. Genetic Algorithm will optimize the weight of AHP process. This algorithm uses real code chromosome representation with length of 6 genes, each gene represent element of weighted matrix value. The Reproduction uses crossover intermediate and random mutation. In the evaluation, AHP process determine feasibility of location then will be calculated its fitness by using accuracy formula. Selection method uses elllism s election. From the result of study, optimal parameter obtained in population size of 80, number of generation 85, combination of cr 0.4 and mr 0.2 with average fitness value 0.700 or accuracy of 70%. Location feasibility will be shown to users as the final result of the system.

Copyrights © 2017






Journal Info

Abbrev

j-ptiik

Publisher

Subject

Computer Science & IT Control & Systems Engineering Education Electrical & Electronics Engineering Engineering

Description

Jurnal Pengembangan Teknlogi Informasi dan Ilmu Komputer (J-PTIIK) Universitas Brawijaya merupakan jurnal keilmuan dibidang komputer yang memuat tulisan ilmiah hasil dari penelitian mahasiswa-mahasiswa Fakultas Ilmu Komputer Universitas Brawijaya. Jurnal ini diharapkan dapat mengembangkan penelitian ...