Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer
Vol 2 No 8 (2018): Agustus 2018

Optimasi Komposisi Pupuk Tanaman Jagung Menggunakan Algoritme Genetika

Arik Khusnul Khotimah (Fakultas Ilmu Komputer, Universitas Brawijaya)
Nurul Hidayat (Fakultas Ilmu Komputer, Universitas Brawijaya)
Moch. Cholil Mahfud (Balai Pengkajian Teknologi Pertanian (BPTP), Badan Litbang Pertanian)



Article Info

Publish Date
08 Nov 2017

Abstract

At this time, produce of corn can not be fill the needs in this country. This caused productivity of corn decreased in a few years. The way to solve that problem is increase productivity of corn. Some of the way to increase productivity of corn is balance fertilizer. For fertilization, the main problem of farmers is the high fertilizer price mainly type N, P, and K fertilizer. Therefore, it need some data processing for measuring the composition of fertilizer with price of fertilizer for the best result. The result of data processing can be used for farmer to measure the composition of fertilizer which fit with the best price recommendation. This research used genetic algorithm. This algorithm used to optimize composition of fertilizer. The solution of this algorithm use representation chromosome real code, crossover process use one cut point, mutation process use reciprocal exchange mutation, and selection process use binary tournament selection. Based on testing, the optimal result is on size of population as much 9, 12 generation, crossover rate composition and mutation 0,7 and 0,3, 0,4 and 0,6, 0,1 and 0,9, 0 and 1 with highest fitness is 0,8403.

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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 ...