JOIV : International Journal on Informatics Visualization
Vol 4, No 4 (2020)

Laying Chicken Algorithm (LCA) Based For Clustering

Iwan Tri Riyadi Yanto (Information System Department, Universitas Ahmad Dahlan, Yogyakarta, Indonesia)
Ririn Setiyowati (Mathematics Department, Universitas Sebelas Maret, Indonesia)
Nursyiva Irsalinda (Mathematics Department, Universitas Ahmad Dahlan, Yogyakarta, Indonesia)
- Rasyidah (Information Technology Department, Politeknik Negeri Padang, Indonesia)
Tri Lestari (Information Technology Department, Politeknik Negeri Padang, Indonesia)

Article Info

Publish Date
18 Dec 2020

Abstract

Numerous research and related applications of fuzzy clustering are still interesting and important. In this paper, Fuzzy C-Means (FCM) and Laying Chicken Algorithm (LCA) were modified to improve local optimum of Fuzzy Clustering presented by using UCI dataset. In this study, the proposed FCMLCA performance was also compared to baseline technique based on CSO methods. The simulation results indicate that the FCMLCA method have better performance than the compared methods.

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Journal Info
JOIV : International Journal on Informatics Visualization
Website

Abbrev

joiv

Publisher

Politeknik Negeri Padang

Subject

Computer Science & IT

Description

JOIV : International Journal on Informatics Visualization is an international peer-reviewed journal dedicated to interchange for the results of high quality research in all aspect of Computer Science, Computer Engineering, Information Technology and Visualization. The journal publishes state-of-art ...