Implementasi Algoritma Fuzzy Tipe-2 Untuk Penentuan Kriteria Kota Berdasarkan Standar Smart City

M. Nabil Fahd Alfachruddin, Fachrul Kurniawan, Yunifa Miftachul Arif

Abstract


City is a role model which represents the advancement of technology and the existence of prosperity. An improvement of technology should be used as a key to manage city’s prosperity. Many standards used to measure the value of city’s prosperity. One of that standards is smart city standard. It used factors which define city’s prosperity, hence it needs a key factor that allows the standard to produce a crisp result from the available factors. There are 6 key variables of city’s prosperity of smart city standard, they are smat governance, smart mobility, smart people, smart economy, smart environment dan smart mobility. Type-2 fuzzy algorithm is used to determine city prosperity’ grade using smart city standard. The algorithm is implemented in a game of Malang city’s miniature which named after Malang Urban. In this research several in-game experiments are made to get values that meet a specified rules. The values consist 73,33% of not ready category, 6, 67% of standard category, and 20% of good smart category of all in-game attempts.


Keywords


general type-2 fuzzy logic system; serious game; smart city

Full Text:

PDF

References


U. Solid, “Apa itu Tata Kota?,” 25-Feb-2015. [Daring]. Tersedia pada: http://ciricara.com/2015/02/25/apa-itu-tata-kota/. [Diakses: 08-Des-2018].

L. A. Zadeh, “The Concept of a Linguistic Variable and its Application to Approximate Reasoning-I,” Inf. Sci., vol. 8, no. 3, hlm. 199–249, 1975, doi: 10.1016/0020-0255(75)90036-5.

C. I. Gonzalez, P. Melin, dan O. Castillo, “Edge Detection Method Based on General Type-2 Fuzzy Logic Applied to Color Images,” Information, vol. 8, no. 104, hlm. 1–15, 2017, doi: https://doi.org/10.3390/info8030104.

C. Wen, Z. Hui, dan L. Yuling, “Intelligent traffic signal controller based on type-2 fuzzy logic and NSGAII,” J. Intell. Fuzzy Syst., vol. 29, no. 6, hlm. 2611 – 2618, doi: https://doi.org/10.3233/IFS-151964.

T. Kumbasar dan H. Hagras, “A Type-2 Fuzzy Cascade Control Architecture for Mobile Robots,” IEEE Int. Conf. Syst. Man Cybern., hlm. 3226 – 3231, doi: https://doi.org/10.1109/SMC.2013.550.

M. Z. Al - Faiz dan M. S. Saleh, “Design and Implementation of Type 2 Fuzzy Logic Controllers for The Position Control of a DC Servo Motor,” Diyala J. Eng. Sci., vol. 07, no. 03, hlm. 120–130, 2014.

M. I. Perangin-angin, Khairul, dan P. U. S. Andysah, “Fuzzy Logic Concept in Technology, Society, and Economy Areas in Predicting Smart City,” Int. J. Appl. Eng. Res., vol. 2, no. 12, hlm. 176–181, Des 2016.

D. Wu, “Approaches for Reducing the Computational Cost of Interval Type-2 Fuzzy Logic Systems: Overview and Comparisons,” IEEE Trans. Fuzzy Syst., vol. 21, no. 1, hlm. 80–99, Feb 2013, doi: 10.1109/TFUZZ.2012.2201728.

J. M. Mendel, R. I. B. John, dan F. Liu, “Interval Type-2 Fuzzy Logic Systems Made Simple,” IEEE Trans. Fuzzy Syst., vol. 14, no. 6, hlm. 808–821, 2006, doi: https://doi.org/10.1109/TFUZZ.2006.879986.

R. Giffinger, C. Fertner, H. Kramar, R. Kalasek, N. Pichler-Milanović, dan E. Meijers, “Smart cities Ranking of European medium-sized cities.” 2007.




DOI: https://doi.org/10.18860/mat.v11i2.8475

Refbacks

  • There are currently no refbacks.




Copyright (c) 2020 M. Nabil Fahd Alfachruddin

Creative Commons License
This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.

The journal is indexed by :

Dimensions Sinta CrossRef GoogleScholar
Index Copernicus Moraref Portal Garuda

 

_______________________________________________________________________________________________________________

Editorial Office:
Informatics Engineering Department
Faculty of Science and Technology
Universitas Islam Negeri Maulana Malik Ibrahim Malang
Jalan Gajayana 50 Malang, Jawa Timur, Indonesia 65144
Email: matics@uin-malang.ac.id
_______________________________________________________________________________________________________________

Creative Commons License
This work is licensed under a CC-BY-NC-SA 4.0.
© All rights reserved 2015. MATICS , ISSN : 1978-161X | e-ISSN :  2477-2550