skip to main content

Implementasi Fuzzy ELECTRE Untuk Penilaian Kerusakan Akibat Bencana Alam

*Agusta Praba Ristadi Pinem orcid  -  Universitas Semarang, Indonesia

Citation Format:

Indonesia is prone to geology natural disasters, such as the earthquake and tsunami. The research aims to develop decision support system that can be used for assessment of damage caused by natural disaster after disaster. The method used in this system is method of fuzzy   ELECTRE and ECLAC. Fuzzy ELECTRE method used to determine the priority of the affected area, while ECLAC method used to calculate the natural disasters damage. Fuzzy method used in the process of assessing the weight and classification process. Variables used in this research is the sector that were damaged. Integration of fuzzy and ELECTRE methods applied in the prioritization of areas affected by natural disasters. The result of this research is classification of disaster area with rank based on weighting. Output visualized decision-making system in the form of dashboards in the form of mapping the area affected by the disaster. The variable rate of interest was made as a decision maker in the form of mapping that indicates the priority areas most severely affected by natural disasters. The process of calculation, analysis and ranking built in one integrated system. Combination mapping and decision support system produce information to support decision making. Ranking information similar with priority in BNPB documents with 0.96 coefficient Rank Spearman correlation (ρ).

Fulltext View|Download
Keywords: Fuzzy ELECTRE; ECLAC; Natural Disasters; Decision Support System

Article Metrics:

  1. Badan Nasional Penanggulangan Bencana, 2008. Perka BNPB Pedoman Penyusunan Rencana Penanggulangan Bencana, Badan Nasional Penanggulangan Bencana, Jakarta
  2. Badan Nasional Penanggulangan Bencana, 2010. Perka BNPB Pedoman Umum Penyelenggaraan Rehabilitasi Dan Rekonstruksi Pasca Bencana, Badan Nasional Penanggulangan Bencana, Jakarta
  3. Badan Nasional Penanggulangan Bencana, 2011. Perka BNPB Pedoman Pengkajian Kebutuhan Pasca Bencana, Badan Nasional Penanggulangan Bencana, Jakarta
  4. Badan Perencanaan Pembangunan Nasional, 2006, Rencana Aksi Rehabilitasai dan Rekonstruksi Wilayah Pasca Bencana Gempa Bumi Jateng dan DIY, Badan Perencanaan Pembangunan Nasional, Jakarta
  5. Bian, K.A., 2011. Application of Fuzzy AHP and ELECTRE to China Dry Port Location Selection, The Asian Journal of Shipping and Logistics (27), 331-354
  6. Chou, S.Y., Chang, Y.H., dan Shen, C.Y., 2008. A Fuzzy Simple Additive Weighting System Under Group Decision-Making for Facility Location Selection With Objective/Subjective Attributes, European Journal of Operational Research (189), 132–145
  7. Daneshvar, B.R., dan Serpil, E., 2012. Selecting the Best Project Using the Fuzzy ELECTRE Method. Hindawi Publishing Corporation Mathematical Problems in Engineering, Article ID 790142, 12
  8. Gholam, A.M., Saremi, H.Q., dan Ramezani, M., 2009. Design A New Mixed Expert Decision Aiding System Using Fuzzy Electre III Method For Vendor Selection, Expert Systems with Applications (3) , 10837–10847
  9. Hadiguna, R.A., Kamil, I., dan Delati, A., 2014. Implementing A Web Based Decision Support System for Disaster Logistics: A Case Study of An Evacuation Location Assessment for Indonesia. International Journal of Disaster Risk Reduction (9), 38–47
  10. Hadipour, H., Mohammadi, R.A., Mahmoudabadi, A., dan Khoshnoud, M., 2014. Application of ELECTRE Methodfor Sub-Contractor Selection using Interval-Valued Fuzzy Sets-Case Study, Proceedings of the 2014 International Conference on Industrial Engineering and Operations Management, Bali, Indonesia, Januari 7–9, 713–722
  11. Kaya, T., dan Kahraman, C., 2011. An Integrated Fuzzy AHP–ELECTRE Methodology For Environmental Impact Assessment, Expert Systems with Applications (38), 8553–8562
  12. Kusumadewi, S., Hartati, S., Harjoko, A., dan Wardoyo, R., 2006. Fuzzy Multi-Attribute Decision Making, Graha Ilmu, Yogyakarta
  13. Lavasani, S.M.M., Wang, J., Yang, Z., dan Finlay, J., 2012. Application of MADM in a Fuzzy Environment For Selecting The Best Barrier For Offshore Wells, Expert Systems with Applications (39), 2466–2478
  14. Marbini, A.H., dan Tavana, M., 2011. An Extension Of The Electre I Method for Group Decision-Making Under a Fuzzy Environment, Omega (39), 373–386
  15. Marbini, A.H., Tavana, M., Moradi, dan M., Kangi, F., 2013. A Fuzzy Group Electre Method for Safety and Health Assessment in Hazardous Waste Recycling Facilities, Safety Science (51), 414–426
  16. Mardani, A., Jusoh, A., dan Zavadskas, E.K., 2015. Fuzzy Multiple Criteria Decision-Making Techniques and Applications – Two Decades Review From 1994 to 2014, Expert Systems with Applications (42), 4126–4148
  17. Sekretariat Perencanaan Pengendalian Penanganan Bencana (P3B), 2008. Penilaian Kerusakan dan Kerugian (Damages and Losses Assessment), BAPPENAS, Jakarta
  18. Sevkli, M., 2010. An Application of The Fuzzy ELECTRE Method For Supplier Selection, International Journal of Production Research 48, 3393–3405
  19. Zandi, A., dan Roghanian, E., 2013. Extension Of Fuzzy Electre Based On VIKOR Method, Computers & Industrial Engineering 66, 258–263

Last update:

No citation recorded.

Last update: 2023-09-25 17:57:55

No citation recorded.