The Implementation of Multi Criteria Decision Making (MCDM) for the Evaluation of Sustainable Regional Development in East Java by Using the Fuzzy C-Means Method and Technique for Order Preference By Similarity To Ideal Solution (TOPSIS)

Devi Saidatuz Zaenab, Yuniar Farida, Dian C Rini Novitasari, Ahmad Lubab, Dian Yuliati

2018

Abstract

The assessment of sustainable regional development performance has several criteria, such as based on social, economic and environmental aspects. These criteria include number of sub criteria that are used as indicators. The large number of criteria and sub criteria in the assessment of sustainable regional development performance of East Java which include 29 districts and 9 cities can cause performance appraisal to be complicated, there for an approach is needed accommodate all of these criteria and sub criteria. This research was conducted using the MCDM approach and aims to determine the ranking of each district or city in the evaluation of sustainable regional development in East Java using the TOPSIS method, to provide input for decision making in the East Java local government to develop sustainable regional development based on criteria or district preference. The steps of this research consist of data analysis, data clustering using Fuzzy C-Means, and ranking using the TOPSIS method. In the clustering process, data grouped into four regional cluster: advanced, potential, developing, and Underdeveloped. The initial step of the clustering process was to cluster seven sub criteria from the economic criteria, seven sub criteria from the social criteria, and five sub criteria from the enironmental criteria, and lastly cluster all criteria. The weighting criteria was used for the ranking process. The results of this research are in the form of a ranking for each district or city in East Java, from economic, social, environmental, and overall criteria. For the ranking results, the top ten includes the Bojenogoro district, Banyuwangi district, Malang city, Mojokerto district, Kediri city, Surabaya city, Gresik and Malang district.

Paper Citation

in Harvard Style

Zaenab D., Farida Y., Novitasari D., Lubab A. and Yuliati D. (2018). The Implementation of Multi Criteria Decision Making (MCDM) for the Evaluation of Sustainable Regional Development in East Java by Using the Fuzzy C-Means Method and Technique for Order Preference By Similarity To Ideal Solution (TOPSIS). In Proceedings of the Built Environment, Science and Technology International Conference - Volume 1: BEST ICON, ISBN 978-989-758-414-5, pages 281-288. DOI: 10.5220/0008906400002481

in Bibtex Style

@conference{best icon18,
author={Devi Saidatuz Zaenab and Yuniar Farida and Dian C Rini Novitasari and Ahmad Lubab and Dian Yuliati},
title={The Implementation of Multi Criteria Decision Making (MCDM) for the Evaluation of Sustainable Regional Development in East Java by Using the Fuzzy C-Means Method and Technique for Order Preference By Similarity To Ideal Solution (TOPSIS)},
booktitle={Proceedings of the Built Environment, Science and Technology International Conference - Volume 1: BEST ICON,},
year={2018},
pages={281-288},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0008906400002481},
isbn={978-989-758-414-5},
}

in EndNote Style

TY - CONF

JO - Proceedings of the Built Environment, Science and Technology International Conference - Volume 1: BEST ICON,
TI - The Implementation of Multi Criteria Decision Making (MCDM) for the Evaluation of Sustainable Regional Development in East Java by Using the Fuzzy C-Means Method and Technique for Order Preference By Similarity To Ideal Solution (TOPSIS)
SN - 978-989-758-414-5
AU - Zaenab D.
AU - Farida Y.
AU - Novitasari D.
AU - Lubab A.
AU - Yuliati D.
PY - 2018
SP - 281
EP - 288
DO - 10.5220/0008906400002481