An Analysis of Archive Update for Vector Evaluated Particle Swarm Optimization

Faradila Naim; Ibrahim Zuwairie; Lim Kian Sheng; Mohd Falfazli Mat Jusof; Nurul Wahidah Arshad

doi:https://doi.org/10.18201/ijisae.48588

Makale detayları

An Analysis of Archive Update for Vector Evaluated Particle Swarm Optimization

Yazarlar:

Faradila Naim | Ibrahim Zuwairie | Lim Kian Sheng | Mohd Falfazli Mat Jusof | Nurul Wahidah Arshad

Yayıncı:

İsmail SARITAŞ

Dergi:

International Journal of Intelligent Systems and Applications in Engineering 2016 Vol.4 Issue 1, pp.5-11

Belge Tipi:

Makale

Yayın Tarihi:

3/2016

Belge Dili:

Türkçe

Document ID (Org No.):

2000817576

Sıklık:

Üç Aylık

eISSN:

2147-6799

DOI:

https://doi.org/10.18201/ijisae.48588

Özet:

 

Multi-objective optimization problem is commonly found in many real world problems. In computational intelligence, Particle Swarm Optimization (PSO) algorithm is a popular method in solving optimization problems. An extended PSO algorithm called Vector Evaluated Particle Swarm Optimization (VEPSO) has been introduced to solve multi-objective optimization problems. VEPSO algorithm requires an archive, which is used to record the solutions found. However, the outcome may be differ depending on how the archive is used. Hence, in this study, the performance of VEPSO algorithm when updates the archive at different instance is investigated by measuring the convergence and diversity by using standard test functions. The results show that the VEPSO algorithm performs better when update the archive during the search process, in the iterations.

Makale detayları

An Analysis of Archive Update for Vector Evaluated Particle Swarm Optimization

Yazarlar: Faradila Naim | Ibrahim Zuwairie | Lim Kian Sheng | Mohd Falfazli Mat Jusof | Nurul Wahidah Arshad

Yayıncı: İsmail SARITAŞ

Dergi: International Journal of Intelligent Systems and Applications in Engineering 2016 Vol.4 Issue 1, pp.5-11

Belge Tipi: Makale

Yayın Tarihi: 3/2016

Belge Dili: Türkçe

Document ID (Org No.): 2000817576

Sıklık: Üç Aylık

eISSN: 2147-6799

DOI: https://doi.org/10.18201/ijisae.48588

Sayı

Yazarlar:

Faradila Naim | Ibrahim Zuwairie | Lim Kian Sheng | Mohd Falfazli Mat Jusof | Nurul Wahidah Arshad

Yayıncı:

İsmail SARITAŞ

Dergi:

International Journal of Intelligent Systems and Applications in Engineering 2016 Vol.4 Issue 1, pp.5-11

Belge Tipi:

Makale

Yayın Tarihi:

3/2016

Belge Dili:

Türkçe

Document ID (Org No.):

2000817576

Sıklık:

Üç Aylık

eISSN:

2147-6799

DOI:

https://doi.org/10.18201/ijisae.48588