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

Computers & Industrial Engineering, Journal Year: 2021, Volume and Issue: 158, P. 107408 - 107408

Published: May 21, 2021

Language: Английский

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

International Journal of Intelligent Systems, Journal Year: 2021, Volume and Issue: 36(10), P. 5887 - 5958

Published: July 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

Language: Английский

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

Advances in Engineering Software, Journal Year: 2022, Volume and Issue: 174, P. 103282 - 103282

Published: Oct. 29, 2022

Language: Английский

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A comprehensive survey on recent metaheuristics for feature selection

Neurocomputing, Journal Year: 2022, Volume and Issue: 494, P. 269 - 296

Published: April 22, 2022

Language: Английский

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Parameter adaptation-based ant colony optimization with dynamic hybrid mechanism

Engineering Applications of Artificial Intelligence, Journal Year: 2022, Volume and Issue: 114, P. 105139 - 105139

Published: July 6, 2022

Language: Английский

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

Internet of Things, Journal Year: 2023, Volume and Issue: 24, P. 100952 - 100952

Published: Sept. 24, 2023

Language: Английский

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

Multimedia Tools and Applications, Journal Year: 2022, Volume and Issue: 81(18), P. 25205 - 25231

Published: March 22, 2022

Language: 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, Journal Year: 2022, Volume and Issue: 30(3)

Published: March 19, 2022

Language: Английский

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Advances in Tree Seed Algorithm: A Comprehensive Survey

Archives of Computational Methods in Engineering, Journal Year: 2022, Volume and Issue: 29(5), P. 3281 - 3304

Published: Jan. 10, 2022

Language: Английский

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

Computer Science Review, Journal Year: 2023, Volume and Issue: 49, P. 100559 - 100559

Published: May 22, 2023

Language: Английский

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