Penerapan Algoritma Genetika (GA) Pada Penjadwalan Pengamanan Lingkungan

Authors

  • Religian Restu Priharananto Universitas Pembangunan Nasional Veteran Jakarta
  • Henki Bayu Seta Universitas Pembangunan Nasional Veteran Jakarta
  • Helena Nurramdhani Universitas Pembangunan Nasional Veteran Jakarta

DOI:

https://doi.org/10.29408/jit.v5i2.5781

Keywords:

Algoritma Genetika, Keamanan Lingkungan, Penjadwalan.

Abstract

This research was conducted to facilitate the making of an environmental safety schedule in RT 6. Genetic Algorithm is a discovery algorithm based on the mechanism of biological evolution. Diversity in biological evolution is the variation according to chromosomes between individual organisms. This chromosomal variation will affect the rate of production and the level of the organism's ability to live. The author builds the application scheduling environmental safeguards using genetic algorithms as an alternative to environmental security scheduling that was previously manually converted into an application so that easier and faster. For the initial stage of the research, the authors seek information about the scheduling system which is still manual. The second stage the author makes a scheduling application using the application to make it more efficient effectively and quickly and minimize the occurrence of clashes. In the third stage, the writer collects citizen data to make a schedule of environmental safeguards. To produce an optimal scheduling writer using a genetic algorithm. The fourth stage provides scheduling results from the data that has been collected and selected randomly with an optimal fitness value. The results of this study are: a web-based application that makes it easy for the user so that when making a security schedule, do not use the manual method because it takes 2 hours, while using the application only takes 2 minutes

References

R. T. Prasetio, A. A. Rismayadi and I. F. Anshori, "Implementasi Algoritma Genetika pada k-nearest neighbours untuk Klasifikasi Kerusakan Tulang Belakang," 2018.

I. G. A. Desi Saryanti and I. K. Wijanegara, "PENERAPAN METODE ALGORITMA GENETIKA UNTUK PENJADWALAN MENGAJAR," 2017.

D. Oktarina and A. Hajjah, "Perancangan Sistem Penjadwalan Seminar Proposal dan Sidang Skripsi dengan Metode Algoritma Genetika," 2019.

D. Setiawan, R. N. Putri and R. Suryanita, "IMPLEMENTASI ALGORITMA GENETIKA UNTUK PREDIKSI PENYAKIT AUTOIMUN," 2019.

T. S. Nurjanah, "Hack Database Website Menggunakan Python dan Sqlmap Pada Windows," 2016.

R. H. H. HS and M. Arifin, "PERANCANGAN SISTEM INFORMASI PUSAT KARIR SEBAGAI UPAYA MENINGKATKAN RELEVANSI ANTARA LULUSAN DENGAN DUNIA KERJA MENGGUNAKAN UML," 2017.

H. Rahmad, R. F. Firdaus and M. S. Mutaqbal, "PENGUJIAN APLIKASI MENGGUNAKAN BLACK BOX TESTING BOUNDARY VALUE ANALYSIS," 2015.

A. Josi, "Implementasi Algoritma Genetika Pada Aplikasi Penjadwalan Perkuliahan Berbasis Web Dengan Mengadopsi Model Waterfall (Studi Kasus: STMIK Prabumulih)," 2017.

N. C. I. &. S. B. Sitorus, "Optimasi Penjadwalan Asisten Praktikum pada Laboratorium Pembelajaran Menggunakan Algoritme Genetika (Studi Kasus : Fakultas Ilmu Komputer Universitas Brawijaya)," Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer, vol. 2, pp. 958 - 967, 2017.

e. a. Alex Alfandianto, "Penjadwalan Produksi Menggunakan Pendekatan Algoritma Genetika Di PT Pertani (Persero) Cabang D.I Yogyakarta," DISPROTEK, 2017.

e. a. Wiga Ayu Puspaningrum, "Penjadwalan Mata Kuliah Menggunakan Algoritma Genetika di Jurusan Sistem Informasi ITS," TEKNIK POMITS, 2013.

e. a. Ni Luh Gede Pivin Suwirmayanti, "Penerapan Algoritma Genetika Untuk Penjadwalan Mata Pelajaran," Journal Of Applied Intelligent System, pp. 220 - 233, 2016.

A. Sadegheih, "Scheduling Problem Using Genetic Algoritm, Simulated Annealing And The Effects of Parameter Values on GA Performance," Applied Mathematical Modeling, pp. 147 - 154, 2016.

Muliadi, "Pemodelan Argoritma Genetika Pada Sistem Penjadwalan Perkuliahan Prodi Ilmu Komputer Universitas Lambungmangkurat," Kumpulan Jurnal, Ilmu Komputer, pp. 67 - 78, 2014.

A. A. Samuel Lukas, "Solving Timetable Problem By Genetic Algoritm and Heuristic Search Case Study :Universitas Pelita Harapan Timetable," Real-World Aplication of Genetic Algoritm, pp. 304 - 316, 2018.

e. a. Gilberto Rivera, "Genetic Algorithm for Scheduling Optimization Considering Heterogeneous Contains: A Real-World Case Study," AXIOMS, 2020.

e. a. Chusnah Puteri Damayanti, "Implementasi Algoritma Genetika Untuk Penjadwalan Customer Service," Teknologi Informasi dan Ilmu Komputer, 2014.

G. S. Mahendra and K. Y. E. Aryanto, "SPK Penentuan Lokasi ATM Menggunakan Metode AHP dan SAW," 2019.

Sudianto Aris, “Penerapan Website Sebagai Sarana Promosi Wisata Budaya pada Kabupaten Lombok Timur,” Infotek J. Inform. dan Teknol., vol. 1Sudianto, no. 1, pp. 11–17, 2018

Published

31-07-2022

How to Cite

Priharananto, R. R., Seta, H. B., & Nurramdhani, H. (2022). Penerapan Algoritma Genetika (GA) Pada Penjadwalan Pengamanan Lingkungan. Infotek: Jurnal Informatika Dan Teknologi, 5(2), 252–263. https://doi.org/10.29408/jit.v5i2.5781

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