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All Journal Seminar Nasional Aplikasi Teknologi Informasi (SNATI) Jurnal Sistem Komputer TELKOMNIKA (Telecommunication Computing Electronics and Control) International Journal of Advances in Intelligent Informatics Register: Jurnal Ilmiah Teknologi Sistem Informasi Indonesia Symposium on Computing IJoICT (International Journal on Information and Communication Technology) JOIV : International Journal on Informatics Visualization Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) Jurnal Penelitian Pendidikan IPA (JPPIPA) Seminar Nasional Teknologi Informasi Komunikasi dan Industri JSiI (Jurnal Sistem Informasi) Jurnal Teknologi dan Informasi Jurnal Mantik Ihsan: Jurnal Pengabdian Masyarakat Journal of Applied Data Sciences Journal of Dinda : Data Science, Information Technology, and Data Analytics eProceedings of Applied Science eProceedings of Engineering Jurnal Pengabdian Masyarakat Bangsa Jurnal INFOTEL Biosaintifika: Journal of Biology & Biology Education Proceeding of Community Service and Engagement Altifani Journal: International Journal of Community Engagement
Alfian Akbar Gozali
Universitas Telkom
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Journal : telkomnika telecommunication computing electronics and control

 1 
Reinforced Island Model Genetic Algorithm to Solve University Course Timetabling Alfian Akbar Gozali; Shigeru Fujimura
TELKOMNIKA (Telecommunication Computing Electronics and Control) Vol 16, No 6: December 2018
Publisher : Universitas Ahmad Dahlan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.12928/telkomnika.v16i6.9691

Abstract

The University Course Timetabling Problem (UCTP) is a scheduling problem of assigning teaching event in certain time and room by considering the constraints of university stakeholders such as students, lecturers, departments, etc. This problem becomes complicated for universities which have immense number of students and lecturers. Therefore, a scalable and reliable timetabling solver is needed. However, current solvers and generic solution failed to meet several specific UCTP. Moreover, some universities implement student sectioning problem with individual student specific constraints. This research introduces the Reinforced Asynchronous Island Model Genetic Algorithm (RIMGA) to optimize the resource usage of the computer. RIMGA will configure the slave that has completed its process to helping other machines that have yet to complete theirs. This research shows that RIMGA not only improves time performance in the computational execution process, it also oers greater opportunity to escape the local optimum trap than previous model.
Co-Authors A, Subaveerapandiyan Abduh Husaini Batubara, Muhammad Abdul Raihan Achmad Rizal Ade Romadhony Adiwijaya Ahmad Ibrahim A.M Akmal Natakusuma Amir Hasanudin Fauzi Angelina Prima Kurniati Anranur Uwaisy Marchiningrum Ardian Adam Alfarisyi Ario Harry Prayogo Artanto Ageng Kurniawan Asep Deffy Ciptady Asri Erbenca Gegeh, Yolando Assyifa, Cynthia Audyningrum, Nurul Qofifah Bondan Ari Bowo Bq Desy Hardianti Bq Desy Hardianti Cahyana Cahyana Chikal Fachdiana Citra Pangestu Diken Pradana Putra Diska Yunita Eko Darwiyanto Elly Susilowati Emir Septian Sori Dongoran Fachri Pane, Syafrial Fahri Alfiansyah Fat'hah Noor Prawita Fauzan, Muhammad Arief Gumilar, Ihshan Hariandi Maulid Harris Febryantony Z Hegar Aryo Dewandaru Hegar Aryo Dewandaru Hetti Hidayati I Gusti Bagus Ady Sutrisna Imelda Atastina J. Ratna Juita S Joshua Tanuraharja Julius Angger Satrio Wicaksono Kadek David Kurniawan Kemas Rahmat Saleh Wibowo Kemas Rahmat Saleh Wiharja Khoirul Fahmi Kusuma Handoyo, Amanda Putri Lailatuth Thohiroh, Elvira Mahendra Dwifebri Purbolaksono Mahmud Dwi Sulistiyo Majidah Majidah Miftahul Adnan Rasyid Mira Kania Sabariah Muhammad Agung Agung Muhammad Haulul Azkiyaa Muhammad Idris Muhammad Iqbal Muliadi Angga Wicaksono Nunit Prihatoni Siregar Nur Ghaniaviyanto Ramadhan Nurjayanti Nurjayanti Oktariani Nurul Pratiwi Pangestuaji Widodo, Akhdan Pratami, Rahmat Prawita, Fathah Noor Rafie Novianto Sudrajat Raja Nur Dania binti Raja Arif Shah Ramdana Putra, Haidar Rashid Ranita Windriani Reihaini Fikria Bunga Oktaviani Revanda Octavian Ria Aniansari Ruhallah, Muhammad Lutfi Shigeru Fujimura Syafrial Fachri Pane Syafrial Fachri Pane, Syafrial Fachri Tedy Gumilang Sejati Villy Satria Praditha Warih Maharani Wisnu Riyan Pratama Putra Yudhono, Efwandha Yusuf Basqara, Muhammad