جستجوی مقالات مرتبط با کلیدواژه
تکرار جستجوی کلیدواژه constrained engineering design problem در نشریات گروه علوم پایه
constrained engineering design problem
در نشریات گروه ریاضی
تکرار جستجوی کلیدواژه constrained engineering design problem در مقالات مجلات علمی
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Iranian Journal of Numerical Analysis and Optimization, Volume:12 Issue: 2, Summer and Autumn 2022, PP 397 -425The 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.Keywords: Crocodile hunting strategy, Optimization algorithms, Numer-ical optimization, Classical benchmark functions, Constrained engineering design problem
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