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All Journal Seminar Nasional Aplikasi Teknologi Informasi (SNATI) ELKHA : Jurnal Teknik Elektro Jurnal INKOM Bulletin of Electrical Engineering and Informatics Jurnal Penelitian dan Pembelajaran IPA Jurnal Pengabdian Kepada Masyarakat (Indonesian Journal of Community Engagement) PROtek : Jurnal Ilmiah Teknik Elektro Kinetik: Game Technology, Information System, Computer Network, Computing, Electronics, and Control TESLA: Jurnal Teknik Elektro TELKA - Telekomunikasi, Elektronika, Komputasi dan Kontrol Aviation Electronics, Information Technology, Telecommunications, Electricals, Controls (AVITEC) Jurnal Elkolind : Jurnal Elektronika dan Otomasi Industri Jurnal Pengabdian kepada Masyarakat Nusantara Jurnal Pengabdian Polinema Kepada Masyarakat International Journal of Robotics and Control Systems Aptekmas : Jurnal Pengabdian Kepada Masyarakat Jurnal Pengabdian Kepada Masyarakat Journal of Mechanical and Electrical Technology Penamas: Journal of Community Service Jurnal ELTEK MULTIPLE: Journal of Global and Multidisciplinary Kohesi: Jurnal Sains dan Teknologi Jurnal Pengabdian Kepada Masyarakat
Mila Fauziyah
Jurusan Teknik Elektro, Politeknik Negeri Malang
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Journal : Bulletin of Electrical Engineering and Informatics

 1 
Implemantation of firefly algorithm on Arduino Uno Dewatama, Denda; Melfazen, Oktriza; Fauziyah, Mila
Bulletin of Electrical Engineering and Informatics Vol 12, No 6: December 2023
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/eei.v12i6.5362

Abstract

Not only getting the optimal solution of a problem, embedding the algorithm on the microcontroller is also expected to work optimally without burdening the system and fast response. Getting a microcontroller specification that matches the complexity of an algorithm is necessary so that the system can execute the algorithm perfectly. Values for the basic parameters of optimization algorithms inspired by nature such as the firefly algorithm (FFA) which are interpreted into variables greatly affect the performance of the microcontroller in obtaining the expected optimal solution. The observed performance of the Arduino Uno microcontroller in running the FFA includes execution time and memory capacity required to obtain optimal values based on changes in absorption coefficient, random parameters, iterations, and population. Changes in the absorption coefficient and random parameters affect the optimal value but do not significantly affect the execution time and memory capacity of Arduino Uno. Iteration changes greatly affect execution time and population changes most affect the performance of Arduino Uno. With a dynamic memory capacity of 2 Kb, the FFA can be run with a maximum range of 50 populations and up to 20 iterations.
Co-Authors Abrihan Bachtiar Samudra Adhisuwignjo, Supriatna Adhisuwignjo, Supriatna Adi Candra Kusuma Adi Candra Kusuma, Adi Candra Adimi, Akbar Roisul Adly Mardika Agus Idris, Mochammad Agus Setiawan Agus Setiawan Agus Triwahyudin Al Azhar, Gillang Alif, Alif_Komaruddin Aliftinan, Dafi'ah Andriani Parastiwi Anggita, Eriska Anggraheny Ikawanty, Beauty Anindya Dwi Risdhayanti Anindya Dwi Risdhayanti6 Ari Murtono Astadewi, Avrilla Iona Aulianta, Erdin Bagus Fajar Afandi Afandi Bagus Rachmanto Bambang Irawan /E21207042 Bambang Priyadi Beauty Anggraheny Ikawanty Brahma Ratih Rahayu Fakhrunnia Budiharto, Bintang Maha Dewa Hidayah Delila Cahya Devira Anggi Maharani Dewatama, Denda Dian Ayu Widianti Dimas Kukuh Prasetyo Doddy Maulana Donny Radianto Dwi Puspitasari Dyah Intan Sari Eka Mandayatma Ekasari, Silvia Rahmi Erdin Aulianta Febrin Ferdina Putri Febriyana, Anita Dwi Gillang Al Azhar Gita Kartika Rizqofani Hadi Susanto Hairus, Hairus Hari Kurnia Safitri Herman Hariyadi Herwandi Herwandi Hijriah, Ayu Ikawanty, Beauty Anggraheny Indradewa, Rhian Indrawan Nugrahanto, Indrawan Indrazno Siradjuddin Jannah, Nur Kholifatu Jenar Rurintasari Jules Dwi Y A Khairuddin, Muhammad Komarudin Achmad Lathifatun Nazhiroh Luqman, Mohammad Marsa Atisobhita Mirza Sakina Lukitasari Mohammad Luqman Mohammad Randy Setiawan Muhamad Rifa'i Muhammad Rifai Muhammad Rifa’i Mukhammad Bayu Riswan Maulana Murtono, Ari Ningrum, Mery Octavia Odhitya Desta Triswidrananta Oktriza Melfazen Paramitha, Tannia Patma, Tundung Subali PERMATASARI, DINDA AYU Prabasworo, Amtha Setio Putra, Dimas Rossiawan Hendra Putu Eragrostis Brizantha Radianto, Donny Rahman KN, Aditya Ramadhan Kurniawan Ratna Ika Putri Rida Oktorida Khastini rifa'i, Muhammad Rifqi, Aisyah Rino Wahyu Pradana Risdhayanti, Anindya Dwi Rizky Abdul Rakhman Sidik Nurcahyo Siroju Insan Siti Nur Alima Subiyantoro Subiyantoro Sudha Paramartha, Dhiksa Sungkono Sungkono Tarmukan Tarmukan Taufik Taufik Wahyu Tri Wahono Winarno, Totok Wirawan Yudiana, Teddy Trisnanda Yudiana Yulianto Yulianto