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The Patch-Levy-Based Bees Algorithm Applied to Dynamic Optimization Problems
المؤلفون المشاركون
Sheikh Abdullah, Siti Norul Huda
Sahran, Shahnorbanun
Hussein, Wasim A.
المصدر
Discrete Dynamics in Nature and Society
العدد
المجلد 2017، العدد 2017 (31 ديسمبر/كانون الأول 2017)، ص ص. 1-27، 27ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2017-05-10
دولة النشر
مصر
عدد الصفحات
27
التخصصات الرئيسية
الملخص EN
Many real-world optimization problems are actually of dynamic nature.
These problems change over time in terms of the objective function, decision variables, constraints, and so forth.
Therefore, it is very important to study the performance of a metaheuristic algorithm in dynamic environments to assess the robustness of the algorithm to deal with real-word problems.
In addition, it is important to adapt the existing metaheuristic algorithms to perform well in dynamic environments.
This paper investigates a recently proposed version of Bees Algorithm, which is called Patch-Levy-based Bees Algorithm (PLBA), on solving dynamic problems, and adapts it to deal with such problems.
The performance of the PLBA is compared with other BA versions and other state-of-the-art algorithms on a set of dynamic multimodal benchmark problems of different degrees of difficulties.
The results of the experiments show that PLBA achieves better results than the other BA variants.
The obtained results also indicate that PLBA significantly outperforms some of the other state-of-the-art algorithms and is competitive with others.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Hussein, Wasim A.& Sheikh Abdullah, Siti Norul Huda& Sahran, Shahnorbanun. 2017. The Patch-Levy-Based Bees Algorithm Applied to Dynamic Optimization Problems. Discrete Dynamics in Nature and Society،Vol. 2017, no. 2017, pp.1-27.
https://search.emarefa.net/detail/BIM-1151560
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Hussein, Wasim A.…[et al.]. The Patch-Levy-Based Bees Algorithm Applied to Dynamic Optimization Problems. Discrete Dynamics in Nature and Society No. 2017 (2017), pp.1-27.
https://search.emarefa.net/detail/BIM-1151560
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Hussein, Wasim A.& Sheikh Abdullah, Siti Norul Huda& Sahran, Shahnorbanun. The Patch-Levy-Based Bees Algorithm Applied to Dynamic Optimization Problems. Discrete Dynamics in Nature and Society. 2017. Vol. 2017, no. 2017, pp.1-27.
https://search.emarefa.net/detail/BIM-1151560
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1151560
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
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