Academic Journal
Crocodile Hunting Strategy (CHS): A comparative study using benchmark functions
| العنوان: | Crocodile Hunting Strategy (CHS): A comparative study using benchmark functions |
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| المؤلفون: | A. R. Balavand |
| المصدر: | Iranian Journal of Numerical Analysis and Optimization, Vol 12, Iss 2, Pp 397-425 (2022) |
| بيانات النشر: | Ferdowsi University of Mashhad, 2022. |
| سنة النشر: | 2022 |
| المجموعة: | LCC:Applied mathematics. Quantitative methods |
| مصطلحات موضوعية: | crocodile hunting strategy, optimization algorithms, numer-ical optimization, classical benchmark functions, constrained engineering design problem, Applied mathematics. Quantitative methods, T57-57.97 |
| الوصف: | The crocodiles have a good strategy for hunting the fishes in nature. These creatures are divided into two groups of chasers and ambushers when hunt-ing. The chasers direct prey toward shallow water with a powerful splash of its tail without catching them, and the ambushers wait in the shallow and try to snatch the fishes. Such behavior inspires the development of a new population-based optimization algorithm called the crocodile hunting strategy (CHS). In order to verify the performance of the CHS, several classical benchmark functions and four constrained engineering design op-timization problems are used. In the classical benchmark function, the comparisons are performed using ant colony optimization, differential evo-lution, genetic algorithm, and particle swarm optimization. Constrained engineering design problems are compared with firefly algorithm, harmony search, shuffled frog-leaping algorithm, and teaching-learning-based opti-mization. The results of the comparison show that different operators de-signed in the CHS algorithm lead to fast algorithm convergence and show better results compared to other algorithms. |
| نوع الوثيقة: | article |
| وصف الملف: | electronic resource |
| اللغة: | English |
| تدمد: | 2423-6977 2423-6969 |
| Relation: | https://ijnao.um.ac.ir/article_41755_696983e0bb281129d8e88cc0c33b9383.pdf; https://doaj.org/toc/2423-6977; https://doaj.org/toc/2423-6969 |
| DOI: | 10.22067/ijnao.2022.71418.1049 |
| URL الوصول: | https://doaj.org/article/982241a3d5524f599a42a98f85fcd0d5 |
| رقم الانضمام: | edsdoj.982241a3d5524f599a42a98f85fcd0d5 |
| قاعدة البيانات: | Directory of Open Access Journals |
| تدمد: | 24236977 24236969 |
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| DOI: | 10.22067/ijnao.2022.71418.1049 |