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All Journal International Journal of Electrical and Computer Engineering Jurnal Sains dan Seni ITS Bulletin of Electrical Engineering and Informatics Bulletin of Electrical Engineering and Informatics Jurnal Ilmiah Kursor Sinergi Register: Jurnal Ilmiah Teknologi Sistem Informasi Bulletin of Electrical Engineering and Informatics Science and Technology Indonesia Limits: Journal of Mathematics and Its Applications International Journal of Computing Science and Applied Mathematics JAIM (Jurnal Abdi Masyarakat) Jurnal Borneo Saintek Indonesian Journal of Electrical Engineering and Computer Science Contemporary Mathematics and Applications (ConMathA) Majalah Ilmiah Matematika dan Statistika (MIMS) Journal of Applied Data Sciences Sewagati
Imam Mukhlash
Departemen Matematika Institut Teknologi Sepuluh Nopember
Agriculture, Biological Sciences & Forestry Arts Humanities Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Environmental Science Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Materials Science & Nanotechnology Mathematics Nursing Physics Public Health Social Sciences Other

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A Bibliometric Analysis of Metaheuristic Research and Its Applications Hendy, Hendy; Irawan, Mohammad Isa; Mukhlash, Imam; Setumin, Samsul
Register: Jurnal Ilmiah Teknologi Sistem Informasi Vol 9 No 1 (2023): January
Publisher : Information Systems - Universitas Pesantren Tinggi Darul Ulum

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26594/register.v9i1.2675

Abstract

Metaheuristic algorithms are generic optimization tools to solve complex problems with extensive search spaces. This algorithm minimizes the size of the search space by using effective search strategies. Research on metaheuristic algorithms continues to grow and is widely applied to solve big data problems. This study aims to provide an analysis of the performance of metaheuristic research and to map a description of the themes of the metaheuristic research method. Using bibliometric analysis, we examined the performance of scientific articles and described the available opportunities for metaheuristic research methods. This study presents the performance analysis and bibliometric review of metaheuristic research documents indexed in the Scopus database between the period of 2016-2021. The overall number of papers published at the global level was 3846. At global optimization, heuristic methods, scheduling, genetic algorithms, evolutionary algorithms, and benchmarking dominate metaheuristic research. Meanwhile, the discussion on adaptive neuro-fuzzy inference, forecasting, feature selection, biomimetics, exploration, and exploitation, are growing hot issues for research in this field. The current research reveals a unique overview of metaheuristic research at the global level from 2016-2021, and this could be valuable for conducting future research.
Co-Authors Acep Taryana, Acep Akhmad Arif Junaidi Alvida Mustika Rukmi Anang Kunaefi, Anang Arifah, Enny Durratul Bijan Davvaz Budi Setiyono Daniel Happy Putra Desna Yuanda Dieky Adzkiya Dimas Anton Asfani Dwi Fitriaini Nur Anisa Dwi Sunaryono Firda Puspita Devi Haris Prasetyo Hendy Hendy Hendy I Gst Ngr Rai Usadha Inu Laksito Wibowo Inu Laksito Wibowo Inu Laksito Wibowo Kartika Mahanani Lailatul Mabadi Chaira Laras Binarwati Meyrina Herawati Moh Khoiron Mohammad Iqbal Mohammad Iqbal Mohammad Iqbal Mohammad Isa Irawan Mohammad Jamhuri Mufid, Muhammad Syifa'ul Muhammadun Muhammadun Muhammadun Mujiono, Edo Priyo Utomo Putro Ni Nyoman Tri Puspaningsih Nurul Hidayat Nurul Hidayat Nurul Hidayati Putri, Endah R.M. Putri, Endah Rokhmati Merdika Rasyadan Taufiq Probojati Rifdy Fachry Riyanarto Sarno Rukmini, Meme Seno Adi Putra Setumin, Samsul Shinta Tri Kismanti Soedjatmiko Soegiarto , Duddy Soetrisno Soetrisno Soetrisno Soetrisno Soleha Soleha Suhud Wahyudi Supriyono, Joko Widya Nilam Rumana YAN ADITYA PRADANA