Elk herd optimizer: a novel nature-inspired metaheuristic algorithm

Artificial Intelligence Review, Journal Year: 2024, Volume and Issue: 57(3)

Published: Feb. 12, 2024

Abstract This paper proposes a novel nature-inspired swarm-based optimization algorithm called elk herd optimizer (EHO). It is inspired by the breeding process of herd. Elks have two main seasons: rutting and calving. In season, splits into different families various sizes. division based on fighting for dominance between bulls, where stronger bull can form family with large numbers harems. calving each breeds new calves from its inspiration set in an context loop consists three operators: selection season. During all are merged, including harems, calves. The fittest will be selected use upcoming seasons. simple words, EHO divides population groups, one leader several followers number determined fitness value group. Each group generate solutions members groups leaders, followers, combined performance assessed using 29 benchmark problems utilized CEC-2017 special sessions real-parameter four traditional real-world engineering design problems. comparative results were conducted against ten well-established metaheuristic algorithms showed that proposed yielded best almost functions used. Statistical testing Friedman’s test post-hocked Holm’s function confirms superiority when compared to other methods. nutshell, efficient used tackle

Language: Английский

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Boosted Spider Wasp Optimizer for High-dimensional Feature Selection

Journal of Bionic Engineering, Journal Year: 2024, Volume and Issue: unknown

Published: June 6, 2024

Language: Английский

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A binary hybrid sine cosine white shark optimizer for feature selection

Cluster Computing, Journal Year: 2024, Volume and Issue: 27(6), P. 7825 - 7867

Published: April 3, 2024

Language: Английский

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Deep learning based denoising and enhancement of satellite images using DA-CNN and ORHE techniques

Earth Science Informatics, Journal Year: 2025, Volume and Issue: 18(1)

Published: Jan. 1, 2025

Language: Английский

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Adaptive Genghis Khan Shark based convolutional denoising autoencoder for quality enhancement of satellite images

International Journal of Information Technology, Journal Year: 2025, Volume and Issue: unknown

Published: Feb. 14, 2025

Language: Английский

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Rüppell’s fox optimizer: A novel meta-heuristic approach for solving global optimization problems

Cluster Computing, Journal Year: 2025, Volume and Issue: 28(5)

Published: April 28, 2025

Language: Английский

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Enhanced global optimization using quadratically interpolated hybrid pathfinder algorithm

Cluster Computing, Journal Year: 2025, Volume and Issue: 28(5)

Published: April 28, 2025

Language: Английский

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Augmented electric eel foraging optimization algorithm for feature selection with high-dimensional biological and medical diagnosis

Neural Computing and Applications, Journal Year: 2024, Volume and Issue: unknown

Published: Sept. 18, 2024

Language: Английский

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Heterogeneous cognitive learning chameleon swarm algorithm for high-dimensional feature selection

The Journal of Supercomputing, Journal Year: 2025, Volume and Issue: 81(5)

Published: March 24, 2025

Language: Английский

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Predicting Surface Ozone Levels in Eastern Croatia: Leveraging Recurrent Fuzzy Neural Networks with Grasshopper Optimization Algorithm

Water Air & Soil Pollution, Journal Year: 2024, Volume and Issue: 235(10)

Published: Sept. 2, 2024

Language: Английский

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