An improved clonal selection algorithm using a tournament selection operator   and its application to microstrip coupler design

Ezgi Deniz ÜLKER

Makale detayları

An improved clonal selection algorithm using a tournament selection operator and its application to microstrip coupler design

Yazarlar:

Ezgi Deniz ÜLKER

Yayıncı:

TUBITAK

Dergi:

Turkish Journal of Electrical Engineering and Computer Science 2017 Vol.25 Issue 3, pp.1751-1761

Belge Tipi:

Makale

Yayın Tarihi:

5/2017

Belge Dili:

Türkçe

Document ID (Org No.):

2000736345

Sıklık:

İki Aylık

eISSN:

1303-6203

pISSN:

1300-0632

Özet:

 

The clonal selection algorithm (CLONALG) is a   nature-inspired metaheuristic algorithm that has been applied to various   complex optimization problems from different fields of study. Tournament   selection (TS) is a selection operator that is mainly used in genetic   algorithms. In this paper, a novel improved clonal selection algorithm by   using the TS operator (ICSAT) is introduced. To observe the improvement,   ICSAT was first tested on selected benchmark functions and then to validate   its efficiency ICSAT was applied to a microstrip coupler design problem.   Although showing some disadvantages that generally exist in all modified   algorithms, it is observed that ICSAT has a significant improvement on the   performance of CLONALG and can be a good candidate for real case   optimization problems.

Makale detayları

An improved clonal selection algorithm using a tournament selection operator and its application to microstrip coupler design

Yazarlar: Ezgi Deniz ÜLKER

Yayıncı: TUBITAK

Dergi: Turkish Journal of Electrical Engineering and Computer Science 2017 Vol.25 Issue 3, pp.1751-1761

Belge Tipi: Makale

Yayın Tarihi: 5/2017

Belge Dili: Türkçe

Document ID (Org No.): 2000736345

Sıklık: İki Aylık

eISSN: 1303-6203

pISSN: 1300-0632

Sayı

Yazarlar:

Ezgi Deniz ÜLKER

Yayıncı:

TUBITAK

Dergi:

Turkish Journal of Electrical Engineering and Computer Science 2017 Vol.25 Issue 3, pp.1751-1761

Belge Tipi:

Makale

Yayın Tarihi:

5/2017

Belge Dili:

Türkçe

Document ID (Org No.):

2000736345

Sıklık:

İki Aylık

eISSN:

1303-6203

pISSN:

1300-0632