African vultures optimization algorithm: A new nature-inspired metaheuristic algorithm for global optimization problems

Computers & Industrial Engineering, Год журнала: 2021, Номер 158, С. 107408 - 107408

Опубликована: Май 21, 2021

Язык: Английский

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Artificial gorilla troops optimizer: A new nature‐inspired metaheuristic algorithm for global optimization problems

International Journal of Intelligent Systems, Год журнала: 2021, Номер 36(10), С. 5887 - 5958

Опубликована: Июль 12, 2021

Metaheuristics play a critical role in solving optimization problems, and most of them have been inspired by the collective intelligence natural organisms nature. This paper proposes new metaheuristic algorithm gorilla troops' social nature, called Artificial Gorilla Troops Optimizer (GTO). In this algorithm, gorillas' life is mathematically formulated, mechanisms are designed to perform exploration exploitation. To evaluate GTO, we apply it 52 standard benchmark functions seven engineering problems. Friedman's test Wilcoxon rank-sum statistical tests statistically compared proposed method with several existing metaheuristics. The results demonstrate that GTO performs better than comparative algorithms on functions, particularly high-dimensional can provide superior other

Язык: Английский

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Mountain Gazelle Optimizer: A new Nature-inspired Metaheuristic Algorithm for Global Optimization Problems

Advances in Engineering Software, Год журнала: 2022, Номер 174, С. 103282 - 103282

Опубликована: Окт. 29, 2022

Язык: Английский

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A comprehensive survey on recent metaheuristics for feature selection

Neurocomputing, Год журнала: 2022, Номер 494, С. 269 - 296

Опубликована: Апрель 22, 2022

Язык: Английский

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Parameter adaptation-based ant colony optimization with dynamic hybrid mechanism

Engineering Applications of Artificial Intelligence, Год журнала: 2022, Номер 114, С. 105139 - 105139

Опубликована: Июль 6, 2022

Язык: Английский

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A multi-objective mutation-based dynamic Harris Hawks optimization for botnet detection in IoT

Internet of Things, Год журнала: 2023, Номер 24, С. 100952 - 100952

Опубликована: Сен. 24, 2023

Язык: Английский

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An improved cuckoo search optimization algorithm with genetic algorithm for community detection in complex networks

Multimedia Tools and Applications, Год журнала: 2022, Номер 81(18), С. 25205 - 25231

Опубликована: Март 22, 2022

Язык: Английский

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A Feature Selection Based on the Farmland Fertility Algorithm for Improved Intrusion Detection Systems

Journal of Network and Systems Management, Год журнала: 2022, Номер 30(3)

Опубликована: Март 19, 2022

Язык: Английский

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Advances in Tree Seed Algorithm: A Comprehensive Survey

Archives of Computational Methods in Engineering, Год журнала: 2022, Номер 29(5), С. 3281 - 3304

Опубликована: Янв. 10, 2022

Язык: Английский

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Advances in nature-inspired metaheuristic optimization for feature selection problem: A comprehensive survey

Computer Science Review, Год журнала: 2023, Номер 49, С. 100559 - 100559

Опубликована: Май 22, 2023

Язык: Английский

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