Data clustering using eDE, an enhanced differential evolution algorithm with   fuzzy c-means technique

Meera RAMADAS; Ajith ABRAHAM

Makale detayları

Data clustering using eDE, an enhanced differential evolution algorithm with fuzzy c-means technique

Yazarlar:

Meera RAMADAS | Ajith ABRAHAM

Yayıncı:

TUBITAK

Dergi:

Turkish Journal of Electrical Engineering and Computer Science 2018 Vol.26 Issue 2, pp.867-881

Belge Tipi:

Makale

Yayın Tarihi:

3/2018

Belge Dili:

Türkçe

Document ID (Org No.):

2000735276

Sıklık:

İki Aylık

eISSN:

1303-6203

pISSN:

1300-0632

Özet:

 

Clustering is the way toward sorting out items into   groups whose individuals are comparative somehow. It is a gathering of   articles that are intelligent inside, yet unmistakably not at all like the   items having a place with different groups. Clustering of data plays a major   part in efficient customer segmentation, organization of documents,   information retrieval, extraction of topics, classification, collaborative   filtering, visualization, and indexing. In the area of information retrieval   systems, evolutionary algorithms work in a robust and efficient manner for   clustering. To overcome the problem of local maxima, various nature-inspired   metaheuristic algorithms like particle swarm optimization, artificial bee   colony, and firefly algorithms are considered. In this work, a variant of a   differential evolution algorithm named enhanced differential evolution (eDE)   is created. eDE is incorporated with the fuzzy c-means technique to perform   clustering of data.

Makale detayları

Data clustering using eDE, an enhanced differential evolution algorithm with fuzzy c-means technique

Yazarlar: Meera RAMADAS | Ajith ABRAHAM

Yayıncı: TUBITAK

Dergi: Turkish Journal of Electrical Engineering and Computer Science 2018 Vol.26 Issue 2, pp.867-881

Belge Tipi: Makale

Yayın Tarihi: 3/2018

Belge Dili: Türkçe

Document ID (Org No.): 2000735276

Sıklık: İki Aylık

eISSN: 1303-6203

pISSN: 1300-0632

Sayı

Yazarlar:

Meera RAMADAS | Ajith ABRAHAM

Yayıncı:

TUBITAK

Dergi:

Turkish Journal of Electrical Engineering and Computer Science 2018 Vol.26 Issue 2, pp.867-881

Belge Tipi:

Makale

Yayın Tarihi:

3/2018

Belge Dili:

Türkçe

Document ID (Org No.):

2000735276

Sıklık:

İki Aylık

eISSN:

1303-6203

pISSN:

1300-0632