Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer
Vol 3 No 8 (2019): Agustus 2019

Optimasi Analytic Hierarchy Process (AHP) dalam Penerimaan Siswa Baru pada Sekolah Menengah Kejuruan menggunakan Algoritme Evolution Strategies

Maya Febrianita (Fakultas Ilmu Komputer, Universitas Brawijaya)
Edy Santoso (Fakultas Ilmu Komputer, Universitas Brawijaya)
Arief Andy Soebroto (Fakultas Ilmu Komputer, Universitas Brawijaya)



Article Info

Publish Date
15 Aug 2019

Abstract

Admission of new students is an activity that is done every school period. One of them is also applied to Vocational High School. Grades from there are referred to as graduates ready to work who have greater potential with equivalent schools. This can certainly cause problems if the level is not maximal. To solve this problem, we apply Analytic Hyrarchy Process (AHP) and Evolution Strategies (ES) algorithm. The ES algorithm will perform the weight optimization of the AHP process. This algorithm has a chromosome length of 6 genes, each gene representing the value of each element of the weight matrix. The Reproduction in this case is only a mutation without recombination. In the evaluation, AHP process determine admission of new student then will be calculated its fitness by using accuracy formula. Selection method uses elitism selection. Based on the results of the research that has been done obtained with the optimal parameter of population size 60, the number offspring is 50 and the number of generations 14 with a fitness value of 0.8869 or with an accuracy of 88.69%. Admission of new student will be shown to users as the final result of the system.

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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 ...