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All Journal Jurnal E-Komtek JURPIKAT (Jurnal Pengabdian Kepada Masyarakat)
Mohamad Tanwirul Akbar
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Computer Science & IT Dentistry Education Electrical & Electronics Engineering Law, Crime, Criminology & Criminal Justice Public Health Social Sciences

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Journal : Jurnal E-Komtek

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Application of Genetic Algorithm with Roulette Wheel Selection Method for International Certification Scheduling Optimization at ITCC ITPLN Jatnika, Hendra; Rakhmadi Irfansyah Putra; Muhammad Zaid Al-Khair; Arfani Lovina Br. Stendel; Mohamad Tanwirul Akbar
Jurnal E-Komtek (Elektro-Komputer-Teknik) Vol 6 No 2 (2022)
Publisher : Politeknik Piksi Ganesha Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37339/e-komtek.v6i2.2325

Abstract

Information Technology Certification Center (ITCC) is a division within the PLN Institute of Technology, authorized to conduct international training and certification. During the scheduling process, it was identified that the current schedule creation was not optimal. Therefore, an optimization algorithm was required to address the scheduling issues. The chosen algorithm was the genetic algorithm with roulette wheel selection, applied to a prototype, followed by black-box testing of the prototype and ANOVA for the algorithm’s. The findings of the research suggest that the genetic algorithm with roulette wheel selection can generate an optimal schedule for international certification activities while adhering to established rules
Co-Authors Adinda Musika Permata Alexandro Nesta Arfani Lovina Br Stendel Arfani Lovina Br. Stendel Ari Waluyo Azizah Arip Rambe Azmi Azis David Gabriel Sembiring Fakhri Faros Grace Augustin Sinaga Hendra Jatnika Jatnika, Hendra Joey Andrew Fransisco Sihombing M. Farid Rifai M. Rafif Soniansyah Marsela Tri Anggrainie Muh.Narya Nash Muhamad Nur Khanib Muhammad Zaid Al Khair Muhammad Zaid Al-Khair Naila Husnaa Ocha Nia Martcya Situmorang Rakhmadi Irfansyah Putra Rizka Putri Aulia Rusdi Ruth Syalomitha hutabarat Tyara Anastasya Yessy Fitriani Yusleli Siagian ⁠Muhamad Nur Khanib ⁠Naila Husnaa ⁠Ocha Nia Martcya Situmorang