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A New Optimization Algorithm Based on Search and Rescue Operations
المؤلفون المشاركون
Salido, Miguel A.
Shabani, Amir
Asgarian, Behrouz
Gharebaghi, Saeed Asil
Giret, Adriana
المصدر
Mathematical Problems in Engineering
العدد
المجلد 2019، العدد 2019 (31 ديسمبر/كانون الأول 2019)، ص ص. 1-23، 23ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2019-11-03
دولة النشر
مصر
عدد الصفحات
23
التخصصات الرئيسية
الملخص EN
In this paper, a new optimization algorithm called the search and rescue optimization algorithm (SAR) is proposed for solving single-objective continuous optimization problems.
SAR is inspired by the explorations carried out by humans during search and rescue operations.
The performance of SAR was evaluated on fifty-five optimization functions including a set of classic benchmark functions and a set of modern CEC 2013 benchmark functions from the literature.
The obtained results were compared with twelve optimization algorithms including well-known optimization algorithms, recent variants of GA, DE, CMA-ES, and PSO, and recent metaheuristic algorithms.
The Wilcoxon signed-rank test was used for some of the comparisons, and the convergence behavior of SAR was investigated.
The statistical results indicated SAR is highly competitive with the compared algorithms.
Also, in order to evaluate the application of SAR on real-world optimization problems, it was applied to three engineering design problems, and the results revealed that SAR is able to find more accurate solutions with fewer function evaluations in comparison with the other existing algorithms.
Thus, the proposed algorithm can be considered an efficient optimization method for real-world optimization problems.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Shabani, Amir& Asgarian, Behrouz& Gharebaghi, Saeed Asil& Salido, Miguel A.& Giret, Adriana. 2019. A New Optimization Algorithm Based on Search and Rescue Operations. Mathematical Problems in Engineering،Vol. 2019, no. 2019, pp.1-23.
https://search.emarefa.net/detail/BIM-1194784
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Shabani, Amir…[et al.]. A New Optimization Algorithm Based on Search and Rescue Operations. Mathematical Problems in Engineering No. 2019 (2019), pp.1-23.
https://search.emarefa.net/detail/BIM-1194784
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Shabani, Amir& Asgarian, Behrouz& Gharebaghi, Saeed Asil& Salido, Miguel A.& Giret, Adriana. A New Optimization Algorithm Based on Search and Rescue Operations. Mathematical Problems in Engineering. 2019. Vol. 2019, no. 2019, pp.1-23.
https://search.emarefa.net/detail/BIM-1194784
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1194784
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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