Dragonfly Algorithm and Its Applications in Applied Science Survey
المؤلفون المشاركون
Rashid, Tarik A.
Rahman, Chnoor M.
المصدر
Computational Intelligence and Neuroscience
العدد
المجلد 2019، العدد 2019 (31 ديسمبر/كانون الأول 2019)، ص ص. 1-21، 21ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2019-12-06
دولة النشر
مصر
عدد الصفحات
21
التخصصات الرئيسية
الملخص EN
One of the most recently developed heuristic optimization algorithms is dragonfly by Mirjalili.
Dragonfly algorithm has shown its ability to optimizing different real-world problems.
It has three variants.
In this work, an overview of the algorithm and its variants is presented.
Moreover, the hybridization versions of the algorithm are discussed.
Furthermore, the results of the applications that utilized the dragonfly algorithm in applied science are offered in the following area: machine learning, image processing, wireless, and networking.
It is then compared with some other metaheuristic algorithms.
In addition, the algorithm is tested on the CEC-C06 2019 benchmark functions.
The results prove that the algorithm has great exploration ability and its convergence rate is better than the other algorithms in the literature, such as PSO and GA.
In general, in this survey, the strong and weak points of the algorithm are discussed.
Furthermore, some future works that will help in improving the algorithm’s weak points are recommended.
This study is conducted with the hope of offering beneficial information about dragonfly algorithm to the researchers who want to study the algorithm.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Rahman, Chnoor M.& Rashid, Tarik A.. 2019. Dragonfly Algorithm and Its Applications in Applied Science Survey. Computational Intelligence and Neuroscience،Vol. 2019, no. 2019, pp.1-21.
https://search.emarefa.net/detail/BIM-1129672
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Rahman, Chnoor M.& Rashid, Tarik A.. Dragonfly Algorithm and Its Applications in Applied Science Survey. Computational Intelligence and Neuroscience No. 2019 (2019), pp.1-21.
https://search.emarefa.net/detail/BIM-1129672
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Rahman, Chnoor M.& Rashid, Tarik A.. Dragonfly Algorithm and Its Applications in Applied Science Survey. Computational Intelligence and Neuroscience. 2019. Vol. 2019, no. 2019, pp.1-21.
https://search.emarefa.net/detail/BIM-1129672
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1129672
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
تقوم هذه الخدمة بالتحقق من التشابه أو الانتحال في الأبحاث والمقالات العلمية والأطروحات الجامعية والكتب والأبحاث باللغة العربية، وتحديد درجة التشابه أو أصالة الأعمال البحثية وحماية ملكيتها الفكرية. تعرف اكثر