Group Decision Support System for Business Place Establishment using Fuzzy SAW Borda

  • Standy Oei Universitas Nusantara Manado
Keywords: group decision making, business place, fuzzy, SAW, borda.

Abstract

The economic development of a city is marked by the increasing number of established businesses. Inaccurate decision about business location can result in losses for the owner. To support proper decision making, various decision making methods have been developed. For example, by using Fuzzy, Analytical Hierarchy Process (AHP), Promethee, Simple Additive Weighting (SAW), Borda, and Hybrid (a combination of several methods). In this research, the author tries to solve the problem of decision making in determining business location, by designing a decision support system that uses a hybrid method approach, a combination of Fuzzy, Simple Additive Weighting (SAW), and Borda. There are 3 alternative locations (A1, A2, and A3), 5 decision makers, and 5 assessment criteria used, such as land eligibility (benefit), population density (benefit), traffic jam (benefit), completeness of files (benefit), and flood intensity (cost). The Decision Support System accepts input in the form of natural language/linguistic (very/quite/kinda/less) and converts it into a fuzzy membership value (range 0 to 1), processes it based on weight, cost, and benefit of existing criteria using Simple Additive Weighting (SAW), and combines the assessment results using Borda from 5 decision makers/business owners with their respective perceptions. So as to produce a final group decision. Where the final result obtained in the Borda method, that the alternative location A1 (A1 score is 6) gets the first priority to be business place establishment location, followed by A3 (A3 score is 5) in the second priority, and A2 (A2 score is 4) in the third priority/last.

 

Downloads

Download data is not yet available.

References

Huda, S., 2011. Aplikasi Optimasi Pemilihan Lokasi yang Optimal dengan Hybrid Analysis Fuzzy Analytical Hierarchy Process. Magister. Surabaya: Institut Teknologi Sepuluh Nopember (ITS).

Oei, S., 2012. Sistem Pendukung Keputusan untuk Penentuan Penerima Beras Miskin menggunakan Basis Data Fuzzy. In: UPN ”Veteran” Yogyakarta, Seminar Nasional Informatika 2012. Yogyakarta, Indonesia 30 Juni 2012. UPN “Veteran”: Yogyakarta.

Oei, S., 2013. Group Decision Support System untuk Pembelian Rumah dengan menggunakan Analytical Hierarchy Process (AHP) dan Borda. In: UPN ”Veteran” Yogyakarta, Seminar Nasional Informatika 2013. Yogyakarta, Indonesia 18 Mei 2013. UPN “Veteran”: Yogyakarta.

Ogiana, G., Wirastuti, N.M.A.E.D., dan Ariastina, W.G., 2017. Group Decision Support System (GDSS) Untuk Evaluasi

Penawaran Pekerjaan Konstruksi Menggunakan Metode

AHP dan Borda. Teknologi Elektro, 16 (3), pp.19-26.

Hidayat, S.W., Putra A, I.N., Agustiyani, I., dan Bandono, A., 2019. The Application Of Promethee and Borda Methods for Selecting Business Location. International Journal of ASRO, 10 (2), pp.22-30.

Yanto, R., 2017. Sistem Pendukung Keputusan Prioritas Investasi dalam upaya Peningkatan Kualitas Perguruan Tinggi. RESTI (Rekayasa Sistem dan Teknologi Informasi), 1 (3), pp.211-216.

Turban, E., Aronson, J.E., dan Liang, T.P., 2005. Sistem Pendukung Keputusan dan Sistem Cerdas. 7th ed. Yogyakarta: Andi.

Kusrini, 2007. Konsep dan Aplikasi Sistem Pendukung Keputusan. 1st ed. Yogyakarta: Andi.

Brans, J.P., Vincke, Ph., dan Mareschal, B., 1986. How to select and how to rank projects: The Promethee method. European Journal of Operational Research, 24 (2), pp.228-238.

Sutojo, T., Mulyanto, E., dan Suhartono, V., 2011. Kecerdasan Buatan. 1st ed. Yogyakarta: Andi.

Zarghami, M., 2011. Soft computing of the Borda count by fuzzy linguistic quantifiers. Applied Soft Computing, 11 (1), pp.1067-1073.

Wu, W., 2011. Beyond travel & tourism competitiveness ranking using DEA, GST, ANN and Borda count. Expert Systems with Applications, 38 (10), pp.12974-12982.

Published
2020-10-30
How to Cite
Oei, S. (2020). Group Decision Support System for Business Place Establishment using Fuzzy SAW Borda. Jurnal RESTI (Rekayasa Sistem Dan Teknologi Informasi), 4(5), 964-969. https://doi.org/10.29207/resti.v4i5.2459
Section
Artikel Rekayasa Sistem Informasi