A Comprehensive Survey on African Vulture Optimization Algorithm

B Sasmal, A Das, KG Dhal, R Saha - Archives of Computational Methods …, 2024 - Springer
Abstract African Vulture Optimization Algorithm (AVOA) is a nature-inspired optimization
technique that draws its inspiration from the behaviours and foraging patterns of African …

Binary African vultures optimization algorithm for various optimization problems

M Xi, Q Song, M Xu, Z Zhou - International Journal of Machine Learning …, 2023 - Springer
As one novel meta-heuristic algorithm, African Vultures Optimization Algorithm (AVOA) has
been proved to be efficient in solving continuous optimization problems. However, many real …

A multi-strategy enhanced African vultures optimization algorithm for global optimization problems

R Zheng, AG Hussien, R Qaddoura… - Journal of …, 2023 - academic.oup.com
The African vultures optimization algorithm (AVOA) is a recently proposed metaheuristic
inspired by the African vultures' behaviors. Though the basic AVOA performs very well for …

Empowering African vultures optimizer using Archimedes optimization algorithm for maximum efficiency for global optimization and feature selection

RR Mostafa, FA Hashim, NE El-Attar, AM Khedr - Evolving Systems, 2024 - Springer
Feature selection (FS) plays a pivotal role in data mining, presenting an optimization
challenge that seeks to reduce feature size and enhance model generalization …

Improved African vulture optimization algorithm based on quasi-oppositional differential evolution operator

R Liu, T Wang, J Zhou, X Hao, Y Xu, J Qiu - IEEE Access, 2022 - ieeexplore.ieee.org
In this study, an improved African vulture optimization algorithm (IAVOA) that combines the
African vulture optimization algorithm (AVOA) with both quasi-oppositional learning and …

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

B Abdollahzadeh, FS Gharehchopogh… - Computers & Industrial …, 2021 - Elsevier
Metaheuristics play a crucial role in solving optimization problems. The majority of such
algorithms are inspired by collective intelligence and foraging of creatures in nature. In this …

An efficient improved African vultures optimization algorithm with dimension learning hunting for traveling salesman and large‐scale optimization applications

N Singh, EH Houssein, S Mirjalili, Y Cao… - … Journal of Intelligent …, 2022 - Wiley Online Library
Exploring the finest shortest‐path traveling salesman optimization application is a typical NP‐
hard problem. Similarly the solution of the large‐scale optimization applications is also a big …

[HTML][HTML] IHAOAVOA: An improved hybrid aquila optimizer and African vultures optimization algorithm for global optimization problems

Y Xiao, Y Guo, H Cui, Y Wang, J Li… - Mathematical …, 2022 - aimspress.com
Aquila Optimizer (AO) and African Vultures Optimization Algorithm (AVOA) are two newly
developed meta-heuristic algorithms that simulate several intelligent hunting behaviors of …

An improved African vultures optimization algorithm based on tent chaotic mapping and time-varying mechanism

J Fan, Y Li, T Wang - Plos one, 2021 - journals.plos.org
Metaheuristic optimization algorithms are one of the most effective methods for solving
complex engineering problems. However, the performance of a metaheuristic algorithm is …

A nonlinear African vulture optimization algorithm combining Henon chaotic mapping theory and reverse learning competition strategy

B Wang, Z Zhang, P Siarry, X Liu, G Królczyk… - Expert Systems with …, 2024 - Elsevier
As a new intelligent optimization algorithm, the African vultures optimization algorithm
(AVOA) has been widely used in various fields today. However, when solving complex …