Grasshopper optimization algorithm: theory, variants, and applications

Y Meraihi, AB Gabis, S Mirjalili… - Ieee …, 2021 - ieeexplore.ieee.org
Grasshopper Optimization Algorithm (GOA) is a recent swarm intelligence algorithm inspired
by the foraging and swarming behavior of grasshoppers in nature. The GOA algorithm has …

Meta-heuristic optimization algorithms for solving real-world mechanical engineering design problems: a comprehensive survey, applications, comparative analysis …

L Abualigah, MA Elaziz, AM Khasawneh… - Neural Computing and …, 2022 - Springer
Real-world engineering design problems are widespread in various research disciplines in
both industry and industry. Many optimization algorithms have been employed to address …

Reptile Search Algorithm (RSA): A nature-inspired meta-heuristic optimizer

L Abualigah, M Abd Elaziz, P Sumari, ZW Geem… - Expert Systems with …, 2022 - Elsevier
This paper proposes a novel nature-inspired meta-heuristic optimizer, called Reptile Search
Algorithm (RSA), motivated by the hunting behaviour of Crocodiles. Two main steps of …

Aquila optimizer: a novel meta-heuristic optimization algorithm

L Abualigah, D Yousri, M Abd Elaziz, AA Ewees… - Computers & Industrial …, 2021 - Elsevier
This paper proposes a novel population-based optimization method, called Aquila Optimizer
(AO), which is inspired by the Aquila's behaviors in nature during the process of catching the …

[HTML][HTML] The arithmetic optimization algorithm

L Abualigah, A Diabat, S Mirjalili, M Abd Elaziz… - Computer methods in …, 2021 - Elsevier
This work proposes a new meta-heuristic method called Arithmetic Optimization Algorithm
(AOA) that utilizes the distribution behavior of the main arithmetic operators in mathematics …

Review and empirical analysis of sparrow search algorithm

Y Yue, L Cao, D Lu, Z Hu, M Xu, S Wang, B Li… - Artificial Intelligence …, 2023 - Springer
In recent years, swarm intelligence algorithms have received extensive attention and
research. Swarm intelligence algorithms are a biological heuristic method, which is widely …

Review of artificial intelligence applications in engineering design perspective

N Yüksel, HR Börklü, HK Sezer, OE Canyurt - Engineering Applications of …, 2023 - Elsevier
Having passed the primitive phases and starting to revolutionize many different fields in
some way, artificial intelligence is on its way to becoming a disruptive technology. It is also …

An enhanced hybrid arithmetic optimization algorithm for engineering applications

G Hu, J Zhong, B Du, G Wei - Computer Methods in Applied Mechanics and …, 2022 - Elsevier
Arithmetic optimization algorithm (AOA) is a newly well-developed meta-heuristic algorithm
that is inspired by the distribution behavior of main arithmetic operators in mathematics …

A novel evolutionary arithmetic optimization algorithm for multilevel thresholding segmentation of covid-19 ct images

L Abualigah, A Diabat, P Sumari, AH Gandomi - Processes, 2021 - mdpi.com
One of the most crucial aspects of image segmentation is multilevel thresholding. However,
multilevel thresholding becomes increasingly more computationally complex as the number …

Walrus optimizer: A novel nature-inspired metaheuristic algorithm

M Han, Z Du, KF Yuen, H Zhu, Y Li, Q Yuan - Expert Systems with …, 2024 - Elsevier
Metaheuristic algorithms are intelligent optimization approaches that lead the searching
procedure through utilizing exploitation and exploration. The increasing complexity of real …