Platform dan Pemodelan Kerjasama Multi Agen untuk Layanan Pengiriman Barang

  • Andrew Brian Osmond Institut Teknologi Bandung
  • Suhono Harso Supangkat Institut Teknologi Bandung
Keywords: Transportasi, multi agen, logistik, platform

Abstract

sistem multi agen sampai saat ini masih banyak diterapkan untuk mensimulasikan berbagai permasalahan di bidang transportasi dan logistik. Teknologi rantai blok juga saat ini mulai banyak diterapkan di berbagai penelitian, walau masih sedikit penerapannya dalam bidang transportasi dan logistik. Di dalam paper ini akan direview paper - paper terkait sistem multi agen dan blockchain untuk bidang transportasi dan logistik. Review ini menggunakan metode Systematic Literature Review (SLR) dengan mendefinisikan pertanyaan penelitian. Setelah mereview 20 paper, maka didapat bahwa pendekatan dalam bidang transportasi dan logistik dengan sistem multi agen sebagian besar digunakan untuk menyelesaikan permasalahan penentuan rute kendaraan dengan memanfaatkan perilaku agen seperti komunikasi, koordinasi, kerjasama, dan perencanaan. Semntara itu, teknologi rantai blok masih sedikit diterapkan dalam bidang transportasi dan logistik. Teknologi rantai blok pada paper yang direview diterapkan dalam komunikasi kendaraan. Kontribusi yang diharapkan dalam paper ini yakni memberikan overview secara umum bagi para peneliti yang ingin melakukan penelitian dalam bidang logistik, khususnya menggunakan pendekatan sistem multi agen dan teknologi rantai blok.

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References

Andriyawan, Dea, 2018, Pertumbuhan Kendaraan Di Bandung 11% Per Tahun[Online], http://bandung.bisnis.com/read/20181002/82444/580942/pertumbuhan-kendaraan-di-bandung-11-per-tahun, diakses tanggal 15 Februari 2019.

-, Bandung Dalam Angka 2018 [Online], tersedia di: https://bandungkota.bps.go.id/publication/2018/08/16/a2782ae62042b1aee91fb4bc/kota-bandung-dalam-angka-2018.html, diakses tanggal 15 Februari 2019.

Huda, Nida N, 2013, Talkshow Gempar 2013: Ungkap Permasalahan Transportasi Bandung [Online], tersedia di: https://www.itb.ac.id/news/3823.xhtml, diakses 15 Februari 2019.

Luciana, Anissa, 2017, 50 Persen Angkot Bandung Dikandangkan, karena Angkutan Online? [Online], tersedia di: https://bisnis.tempo.co/read/1024380/50-persen-angkot-bandung-dikandangkan-karena-angkutan-online, diakses tanggal 15 Februari 2019.

Pertiwi, Putri Indah, dkk, 2010, BUDAYA SOPIR ANGKUTAN KOTA DI KOTA BANDUNG [online], tersedia di: https://antroitb.wordpress.com/2010/01/05/kelompok-10b-budaya-sopir-angkot-di-kota-bandung/, diakses tanggal 15 Februari 2019.

Mutiah, Dinny, 2017, Makin Ditinggalkan, Perlukah Angkot di Bandung Dipertahankan? [Online], tersedia di : https://www.liputan6.com/regional/read/2909825/makin-ditinggalkan-perlukah-angkot-di-bandung-dipertahankan, diakses tanggal 15 Februari 2019.

Bohang, Fatimah K, 2018, Berapa Jumlah Pengguna Internet Indonesia? [Online], tersedia di : https://tekno.kompas.com/read/2018/02/22/16453177/berapa-jumlah-pengguna-internet-indonesia, diakses tanggal 15 Februari 2019.

Iskandar, 2018, Orang Indonesia Habiskan Rp 146 Triliun untuk Belanja Online [Online], tersedia di : https://www.liputan6.com/tekno/read/3326217/orang-indonesia-habiskan-rp-146-triliun-untuk-belanja-online, diakses tanggal 15 Februari 2019.

Pratama, Akhdi M, 2018, Dampak E-Commerce, JNE Kirim 20 Juta Barang per Bulan [Online], tersedia di : https://ekonomi.kompas.com/read/2018/11/26/191256126/dampak-e-commerce-jne-kirim-20-juta-barang-per-bulan, diakses tanggal 16 Februari 2019.

Luciana, Anisa, 2017, Gojek: 200 Ribu Penjual Online Gunakan Go-Send untuk Antar Paket [Online], tersedia di : https://bisnis.tempo.co/read/1040227/gojek-200-ribu-penjual-online-gunakan-go-send-untuk-antar-paket, diakses tanggal 18 Februari 2019.

Triwijanarko, Ramadhan, 2019, Apa Saja Yang Go-Jek Capai Selama Tahun 2018 Lalu? [Online], tersedia di : http://marketeers.com/apa-saja-yang-gojek-capai-selama-tahun-2018-lalu, diakses tanggal 18 Februari 2019.

Florea, Adina Magda, 1998, Introduction to Multi-Agent Systems, International Summer School on Multi-Agent Systems.

Glavic, Mevludin, 2006, Agents and Multi-Agent Systems : A Short Introduction for Power Engineers, a technical report.

Shoham,Y. Agent-oriented programming. Artificial Intelligence, Vol. 60, 1993. p.51-92.

Russell,S.J. Rationality and intelligence. Artificial Intelligence, Vol. 94, 1997. p.57-77.

http://www.crystaliz.com/logicware/mubot.html

Franklin,S. and A. Gasser. Is it an agent, or just a program?: A taxonomy for autonomous agents. In Muller, Wooldridge, and Jennings, eds. Intelligent Agents III. Agent Theories, Architectures, and Languages. Springer Verlag, 1997. p.21-35.

Wooldridge,M and N. R. Jennings. Agent theories, architectures, and languages. In Wooldridge and Jennings, eds. Intelligent Agents, Springer Verlag, 1995. p.1-22.

Durfee, E. H., & Lesser, V. (1989). Negotiating task decomposition and allocation using partial global planning. In L. Gasser, & M. Huhns, Distributed artificial intelligence (Volume II) (pp. 229–244). London/- San Mateo, CA: Pitman Publishing/Morgan Kaufmann, 229–244.

Park, Sooyong & Sugumaran, Vijayan. (2005). Designing multi-agent systems: A framework and application. Expert Systems with Applications. 28. 259-271. 10.1016/j.eswa.2004.10.006.

S. Nwana, Hyacinth. (1996). Software agents: An overview. The Knowledge Engineering Review. 11. 10.1017/S026988890000789X.

Hintikka,J. Knowledge and Belief. Cornell University Press, 1962.

Rao,A.S. and M.P. Georgeff. Modeling rational agents within a BDI-architecture. In R. Fikes and E. sandewall, eds., Proc. of Knowledge Representation and Reasoning’91, Morgan Kaufman, 1991. p.473-484.

Zlotkin, G. and J.S. Rosenschein. Negotiation and task sharing among autonomous agents in cooperative domains. In Proc of the 11th IJCAI, Detroit, USA, 1989.

Kraus,S. An overview of incentive contracting. Artificial Intelligence 83, 1996, 297-346.

Kraus,S. Negotiation and cooperation in multi-agent environments. Artificial Intelligence 94 (1-2), 1997, 79-97.

Nakamoto, S.: Bitcoin: A peer-to-peer electronic cash system (2008)

Yulianton, H., Mulyani, S., 2018, Implementasi Blockchain Sederhana.

Queiroz, M. M., & Fosso Wamba, S. (2019). Blockchain adoption challenges in supply chain: An empirical investigation of the main drivers in India and the USA. International Journal of Information Management, 46(September 2018), 70–82.

Queiroz, M. M., & Fosso Wamba, S. (2019). Blockchain adoption challenges in supply chain: An empirical investigation of the main drivers in India and the USA. International Journal of Information Management, 46(September 2018), 70–82.

Jabeur, N., Al-Belushi, T., Mbarki, M., & Gharrad, H. (2017). Toward Leveraging Smart Logistics Collaboration with a Multi-Agent System Based Solution. Procedia Computer Science, 109(2016), 672–679.

Teo, J. S. E., Taniguchi, E., & Qureshi, A. G. (2012). Evaluating City Logistics Measure in E-Commerce with Multiagent Systems. Procedia - Social and Behavioral Sciences, 39, 349–359. https://doi.org/10.1016/j.sbspro.2012.03.113

Tamagawa, D., Taniguchi, E., & Yamada, T. (2010). Evaluating city logistics measures using a multi-agent model. Procedia - Social and Behavioral Sciences, 2(3), 6002–6012. https://doi.org/10.1016/j.sbspro.2010.04.014

Khayyat, M., & Awasthi, A. (2016). An Intelligent Multi-agent Based Model for Collaborative Logistics Systems. Transportation Research Procedia, 12(June 2015), 325–338. https://doi.org/10.1016/j.trpro.2016.02.069

Baykasoglu, A., & Kaplanoglu, V. (2011). A multi-agent approach to load consolidation in transportation. Advances in Engineering Software, 42(7), 477–490. https://doi.org/10.1016/j.advengsoft.2011.03.017

Sprenger, R., & Mönch, L. (2014). A decision support system for cooperative transportation planning: Design, implementation, and performance assessment. Expert Systems with Applications, 41(11), 5125–5138. https://doi.org/10.1016/j.eswa.2014.02.032

Schroeder, S., Zilske, M., Liedtke, G., & Nagel, K. (2012). Towards a Multi-Agent Logistics and Commercial Transport Model: The Transport Service Provider’s View. Procedia - Social and Behavioral Sciences, 39, 649–663. https://doi.org/10.1016/j.sbspro.2012.03.137

Schroeder, S., Zilske, M., Liedtke, G., & Nagel, K. (2012). Towards a Multi-Agent Logistics and Commercial Transport Model: The Transport Service Provider’s View. Procedia - Social and Behavioral Sciences, 39, 649–663. https://doi.org/10.1016/j.sbspro.2012.03.137

De Oliveira, L. K., Lessa, D. A., Oliveira, E., & Gregório Calazans, B. F. (2017). Multi-agent modelling approach for evaluating the city logistics dynamic in a vulnerability situation: An exploratory study in Belo Horizonte (Brazil). Transportation Research Procedia, 25, 1046–1060. https://doi.org/10.1016/j.trpro.2017.05.478

Baykasoʇlu, A., & Kaplanoʇlu, V. (2015). An application oriented multi-agent based approach to dynamic load/truck planning. Expert Systems with Applications, 42(15–16), 6008–6025. https://doi.org/10.1016/j.eswa.2015.04.011

Feng, F., Pang, Y., Lodewijks, G., & Li, W. (2017). Collaborative framework of an intelligent agent system for efficient logistics transport planning. Computers and Industrial Engineering, 112, 551–567. https://doi.org/10.1016/j.cie.2016.12.044

Anand, N., Duin, J. H. R. Van, & Tavasszy, L. (2016). Framework for Modelling Multi-stakeholder City Logistics Domain Using the Agent based Modelling Approach. Transportation Research Procedia, 16(March), 4–15. https://doi.org/10.1016/j.trpro.2016.11.002

Gregor, T., Krajčovič, M., & Wiȩcek, D. (2017). Smart Connected Logistics. Procedia Engineering, 192, 265–270. https://doi.org/10.1016/j.proeng.2017.06.046

Memon, M. A., & Archimede, B. (2013). A multi-agent distributed framework for collaborative transportation planning. IFAC Proceedings Volumes (IFAC-PapersOnline) (Vol. 46). IFAC. https://doi.org/10.3182/20130619-3-RU-3018.00303

Patier, D., David, B., Chalon, R., & Deslandres, V. (2014). A New Concept for Urban Logistics Delivery Area Booking. Procedia - Social and Behavioral Sciences, 125, 99–110. https://doi.org/10.1016/j.sbspro.2014.01.1459

Robu, V., Noot, H., La Poutré, H., & Van Schijndel, W. J. (2011). A multi-agent platform for auction-based allocation of loads in transportation logistics. Expert Systems with Applications, 38(4), 3483–3491. https://doi.org/10.1016/j.eswa.2010.08.136

Taniguchi, E., Thompson, R. G., & Yamada, T. (2012). Emerging Techniques for Enhancing the Practical Application of City Logistics Models. Procedia - Social and Behavioral Sciences, 39, 3–18. https://doi.org/10.1016/j.sbspro.2012.03.087

Dotoli, M., Zgaya, H., Russo, C., & Hammadi, S. (2017). A Multi-Agent Advanced Traveler Information System for Optimal Trip Planning in a Co-Modal Framework. IEEE Transactions on Intelligent Transportation Systems, 18(9), 2397–2412. https://doi.org/10.1109/TITS.2016.2645278

Published
2019-04-30
How to Cite
Osmond, A. B., & Suhono Harso Supangkat. (2019). Platform dan Pemodelan Kerjasama Multi Agen untuk Layanan Pengiriman Barang. Jurnal Sistem Cerdas, 2(1), 22 - 34. https://doi.org/10.37396/jsc.v2i1.15