Optimasi Multi-Objektif pada Sistem Pengambilan Keputusan Berbasis Game Theory untuk Pengelolaan Sumber Daya Bersama
Keywords:
Multi-Objective Optimization; Game Theory; Decision Support System; Shared Resource ManagementAbstract
Penelitian ini bertujuan mengeksplorasi penerapan optimasi multi-objektif dalam sistem pengambilan keputusan berbasis game theory sebagai strategi pengelolaan sumber daya bersama yang efisien. Metode yang digunakan ialah Systematic Literature Review (SLR) dengan mengikuti protokol PRISMA 2020, dikombinasikan dengan pendekatan WATaSE (Write–Analyze–Tabulate–Synthesize–Evaluate) untuk memastikan analisis literatur dilakukan secara terstruktur dan transparan. Dari total 342 artikel yang diidentifikasi dalam basis data Scopus (2023–2025), enam publikasi terpilih (peringkat Q1–Q2) memenuhi kriteria inklusi dan kelayakan. Dari hasil seleksi awal, 69 artikel dinyatakan lolos untuk dianalisis lebih lanjut. Selanjutnya, dilakukan analisis mendalam terhadap 45 artikel utama, dan setelah melalui proses penilaian kualitas, diperoleh 6 artikel akhir yang dianggap paling relevan dan representatif terhadap fokus kajian penelitian ini
References
Braun, V., & Clarke, V. (2023). Thematic Analysis: A Practical Guide for Researchers. Sage Publications.
Hidayat, A., & Sari, N. (2022). Penerapan PRISMA 2020 untuk Systematic Literature Review pada Penelitian Teknologi Informasi. Jurnal Teknologi Informasi Dan Ilmu Komputer, 9(4), 567–578. https://doi.org/10.25126/jtik.094.567
Jung, J.-P., Ko, Y.-B., & Lim, S.-H. (2024). Federated Learning with Pareto Optimality for Resource Efficiency and Fast Model Convergence in Mobile Environments. Sensors, 24(8), 2476. https://doi.org/10.3390/s24082476
Kaur, N., Singh, H., & Kumar, P. (2022). Cooperative Game Theory-Based Multi-Objective Decision Model for Water Resource Sharing. Environmental Modelling & Software, 155, 105462. https://doi.org/10.1016/j.envsoft.2022.105462
Kountzakis, C., & Tsachouridou-Papadatou, V. (2025). Pareto Efficiency in Euclidean Spaces and Its Applications in Economics. Computation, 13(4), 97. https://doi.org/10.3390/computation13040097
Kuzior, A., & Sira, M. (2025). Sustainable Digital Economy Transformation Through Intelligent Automation: A Multi-Environmental Framework for Strategic Decision-Making. Sustainability, 17(17), 7723. https://doi.org/10.3390/su17177723
Okoli, C. (2024). A Guide to Conducting Systematic Literature Reviews in the Digital Research Era. Information & Management, 61(3), 102–118. https://doi.org/10.1016/j.im.2024.102118
Page, M. J., McKenzie, J. E., Bossuyt, P. M., Boutron, I., Hoffmann, T. C., Mulrow, C. D., Tetzlaff, J. M., Akl, E. A., & Brennan, S. E. (2023). The PRISMA 2020 Statement: Updated Framework for Systematic Reviews. BMJ Open, 13(4), e071220. https://doi.org/10.1136/bmjopen-2022-071220
Putri, A. L., & Nugroho, B. (2022). Optimasi Multi-Objektif pada Sistem Pengelolaan Sumber Daya Alam Berbasis Model Matematis. Jurnal Sains Dan Aplikasi, 10(3), 201–209. https://doi.org/10.31284/j.jsa.2022.v10i3.1980
Rahman, S. M., Haque, M., & Ali, T. (2021). Multi-Objective Optimization of Shared Renewable Energy Systems Using Nash Bargaining Solutions. Applied Energy, 304, 117798. https://doi.org/10.1016/j.apenergy.2021.117798
Rezaei, J., Azouji, R., Azouji, M., & Ghorbani, H. (2025). Application of the Analytical Hierarchy Process in the management of private ambulance care systems in three selected European countries: a strategic decision-making framework. Frontiers in Public Health, 13, 1526586. https://doi.org/10.3389/fpubh.2025.1526586
Team, W. (2024). Tentang Watase UAKE.
Tranfield, D., Denyer, D., & Smart, P. (2023). Revisiting Systematic Literature Reviews: Methodological Foundations and Trends. Journal of Management Studies, 60(2), 210–229. https://doi.org/10.1111/joms.12811
UGM, S. P. (2025). The Use of Watase UAKE in Dissertation-Based SLR Workshops.
Wang, H., Chen, L., & Xu, W. (2020). Hybrid Game-Theoretic Optimization for Efficient Resource Management in Distributed Networks. Computers & Industrial Engineering, 149, 106789. https://doi.org/10.1016/j.cie.2020.106789
Wei, Y.-M. (2025). A Hybrid Multi-Criteria Decision-Making Framework for the Strategic Evaluation of Business Development Models. Information, 16(6), 454. https://doi.org/10.3390/info16060454
Wu, Y., Zhu, H., Tan, W., Liu, Y., & Huang, W. (2024). Inclusive Human Resource Management and Nurses’ Innovative Behavior during Crisis Events: The Roles of Job Crafting and Shared Leadership. Journal of Nursing Management, 32(5), 1103–1117. https://doi.org/10.1111/jonm.13982
Zhang, L., Li, Y., Chen, K., & Wang, M. (2023). A Multi-Objective Game-Theoretic Approach for Resource Allocation in Smart Grids. IEEE Transactions on Smart Grid, 14(2), 1765–1778. https://doi.org/10.1109/TSG.2023.3245567







