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)

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

doi:10.5220/0008906402810288

Cited by 1 publication

(2 citation statements)

References 2 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…This process is repeated based on the minimization of objective functions, which represents the distance of the data point to the center of the cluster weighted by the degree of membership of the data [21]. From each data point, FCM produces a row of cluster centers and membership degrees [14]. The primary goal of the clustering process is to organize data with similar qualities into one cluster and data with dissimilar properties into other clusters [22], [23].…”

Section: Fcmmentioning

confidence: 99%

See 1 more Smart Citation

Evaluation of Food Security Area of East Java Province Using Fuzzy C-Means (FCM) and Technique for Order Preference by Similarity to Ideal Solution (TOPSIS)

Farida,

Firdaus,

Wibowo

et al. 2023

Indonesian J. Comput. Cybern. Syst.

View full text Add to dashboard Cite

The formation of quality human resources cannot be separated from food, as nutritional intake affects human performance and health. As time increases, the number of residents increases to increase food needs. The ability of a region to meet food needs in its territory is different from other regions. This study aims to classify regions in East Java Province based on food security and determine areas with the best and lowest food security. The method used is the Fuzzy C-Means (FCM) and TOPSIS methods.This research uses criteria based on the Food Security Index compiled by the Food Security Agency. The results of regional clustering using FCM selected the best cluster using three clusters for all requirements, except in food utilization in the city using five clusters. Furthermore, from the clustering results, clustering and cluster members use TOPSIS and produce Magetan regency and Madiun city as areas with the highest food security. At the same time, the lowest food securities are Probolinggo regency and Kediri city.

show abstract

Section: Fcmmentioning

confidence: 99%

“…The advantage of the TOPSIS method is that it is conceptually simple and easy to understand. Still, the disadvantage of the alternative method is that it cannot be judged on its own merits [13] [14].…”

Section: Introductionmentioning

confidence: 99%