Analisa Pencarian Jalur Terbaik Pada Transportasi Laut Pengiriman Batubara Dengan Menerapkan Ant Colony Optimization Berbasis Website
DOI:
https://doi.org/10.22441/oe.2022.v14.i1.047Kata Kunci:
best route, ant colony optimization, GUI Matlab, marine transportationAbstrak
The high level of national coal production is certainly directly proportional to the demand for coal shipments through sea transportation. Minimizing delays in coal shipments is the main focus that must be resolved to meet the satisfaction of customers, especially for coal shipments from North Kalimantan which reached 29% delay time. The purpose of this research is to be able to find out the value of optimization in choosing the best path in shipping coal through sea transportation and create website-based application designs. This study uses quantitative research methods where calculations using ant colony optimization algorithms (ACO) based on secondary data with website-based MATLAB GUI tools. That way, this research is expected to provide recommendations for marine transportation, especially the shipping industry based on the goals to be achieved in this study.
Unduhan
Referensi
Asmara, E., & Ichtiarto, B. P. (2021). Application of p-median to optimization of allocation and location distribution center in Rural Logistics System Indonesia: Case study. Operations Excellence: Journal of Applied Industrial Engineering, 13(2), 215–222. https://doi.org/10.22441/oe.2021.v13.i2.020
Atikno, W., Setiawan, I., & Taufik, D. A. (2021). Key Performance Indicators Implementation : Literature Review and Development for Performance Measurement. Indonesian Journal of Industrial Engineering & Management, 2(3), 189–197. https://doi.org/10.22441/ijiem.v2i3.12067
Chenglu, W., & Guojun, P. (2015). Application of Internet of Things in Development of e-Navigation Architecture. International Symposium on Computers & Informatics, 579–586. https://doi.org/10.2991/isci-15.2015.77
Fowdur, T. P., Beeharry, Y., Hurbungs, V., Bassoo, V., Ramnarain-Seetohul, V., & Lun, E. C. M. (2018). Performance analysis and implementation of an adaptive real-time weather forecasting system. Internet of Things (Netherlands), 3–4, 12–33. https://doi.org/10.1016/j.iot.2018.09.002
Prasetyo, L. E., Istiadi, I., & Marisa, F. (2021). Sistem optimasi pendistribusian bahan makanan dan snack dengan algoritma Ant Colony Optimization (ACO). Aiti: Jurnal Teknologi Informasi, 18(1), 88–96. https://doi.org/10.24246/aiti.v18i1.88-96
Prasmoro, A. ., & Hasibuan, S. (2018). Optimasi Kemampuan Produksi Alat Berat Dalam Rangka Produktifitas Dan Keberlanjutan Bisnis Pertambangan Batubara: Studi Kasus Area Pertambangan Kalimantan Timur. Operations Excellence: Journal of Applied Industrial Engineering, 10(1), 1–16.
Risqiyanti, V., & Rizkia, A. D. (2020). Pencarian Rute Terpendek Menggunakan Algoritma Ant Colony Optimization Pada Gui Matlab Guna Memantau Sustainable Development Goals. Seminar Nasional Official Statistics, 2019(1), 31–38. https://doi.org/10.34123/semnasoffstat.v2019i1.193
Sidik, R., Fitriawati, M., Mauluddin, S., & Nursikuwagus, A. (2018). Model Penerapan Algoritma Ant Colony Optimization (ACO) Untuk Optimasi Sistem Informasi Penjadwalan Kuliah. Jurnal Teknologi Dan Informasi, 8(2). https://doi.org/10.34010/jati.v8i2.1257
Sugiyono. (2017). Metode Penelitian Kuantitatif, Kualitatif, dan R&D (1st ed.). CV Alfabeta.
Suharsimi, A. (2013). Prosedur Penelitian: Suatu Pendekatan Praktek (1st ed.). Rineka Cipta.
Suo, Y., Zhu, L. N., Zang, Q. G., & Wang, Q. (2013). An ant colony optimization algorithm for selection problem. Applied Mechanics and Materials, 411–414, 1939–1942. https://doi.org/10.4028/www.scientific.net/AMM.411-414.1939
Tian, Z., Liu, F., Li, Z., Malekian, R., & Xie, Y. (2017). The development of key technologies in applications of vessels connected to the Internet. Symmetry, 9(10), 1–20. https://doi.org/10.3390/sym9100211
Tyas, S. Y., & Prijodiprodjo, W. (2013). Aplikasi Pencarian Rute Terbaik dengan Metode Ant Colony Optimazation (ACO). IJCCS (Indonesian Journal of Computing and Cybernetics Systems), 7(1), 55. https://doi.org/10.22146/ijccs.3052
Utomo, D. W., Kurniawan, D., & Ningrum, N. K. (2017). Implementasi Traveling Salesman Problem pada Pemilihan Jalur ATM Locator Menggunakan Ant Colony Optimization. Jurnal Pengembangan IT (JPIT), 20(20), 20–25. https://doi.org/10.30591/jpit.v6i1.2265
Wang, H., Osen, O. L., Li, G., Li, W., Dai, H. N., & Zeng, W. (2015). Big data and industrial Internet of Things for the maritime industry in Northwestern Norway. IEEE Region 10 Annual International Conference, Proceedings/TENCON, 1–5. https://doi.org/10.1109/TENCON.2015.7372918
Xie, F., Wen, H., Li, Y., Chen, S., Hu, L., Chen, Y., & Song, H. (2018). Optimized Coherent Integration-Based Radio Frequency Fingerprinting in Internet of Things. IEEE Internet of Things Journal, 5(5), 3967–3977. https://doi.org/10.1109/JIOT.2018.2871873
Unduhan
Diterbitkan
Cara Mengutip
Terbitan
Bagian
Lisensi
The copyright to this article is transferred to Universitas Mercu Buana (UMB) if and when the article is accepted for publication. The undersigned hereby transfers any and all rights in and to the paper including without limitation all copyrights to UMB. The undersigned hereby represents and warrants that the paper is original and that he/she is the author of the paper, except for material that is clearly identified as to its original source, with permission notices from the copyright owners where required. The undersigned represents that he/she has the power and authority to make and execute this assignment.
We declare that:
1. This paper has not been published in the same form elsewhere.
2. It will not be submitted anywhere else for publication prior to acceptance/rejection by this Journal.
3. A copyright permission is obtained for materials published elsewhere and which require this permission for reproduction.
Furthermore, I/We hereby transfer the unlimited rights of publication of the above mentioned paper in whole to UMB. The copyright transfer covers the exclusive right to reproduce and distribute the article, including reprints, translations, photographic reproductions, microform, electronic form (offline, online) or any other reproductions of similar nature.
The corresponding author signs for and accepts responsibility for releasing this material on behalf of any and all co-authors. This agreement is to be signed by at least one of the authors who have obtained the assent of the co-author(s) where applicable. After submission of this agreement signed by the corresponding author, changes of authorship or in the order of the authors listed will not be accepted.
Retained Rights/Terms and Conditions
1. Authors retain all proprietary rights in any process, procedure, or article of manufacture described in the Work.
2. Authors may reproduce or authorize others to reproduce the Work or derivative works for the authors personal use or for company use, provided that the source and the UMB copyright notice are indicated, the copies are not used in any way that implies UMB endorsement of a product or service of any employer, and the copies themselves are not offered for sale.
3. Although authors are permitted to re-use all or portions of the Work in other works, this does not include granting third-party requests for reprinting, republishing, or other types of re-use.









