Enhanced Harris hawks optimization with multi-strategy for global optimization tasks

CY Li, J Li, HL Chen, M Jin, H Ren - Expert Systems with Applications, 2021 - Elsevier
Abstract Harris Hawks Optimization (HHO) algorithm is a newly proposed meta-heuristic
optimization algorithm that simulates the hunting process of the Harris hawks. It has the …

A novel quasi-reflected Harris hawks optimization algorithm for global optimization problems

Q Fan, Z Chen, Z Xia - Soft Computing, 2020 - Springer
Harris hawks optimization (HHO) is a recently developed meta-heuristic optimization
algorithm based on hunting behavior of Harris hawks. Similar to other meta-heuristic …

Modified harris hawks optimization algorithm with exploration factor and random walk strategy

M Song, H Jia, L Abualigah, Q Liu, Z Lin… - Computational …, 2022 - Wiley Online Library
One of the most popular population‐based metaheuristic algorithms is Harris hawks
optimization (HHO), which imitates the hunting mechanisms of Harris hawks in nature …

Opposition-based learning Harris hawks optimization with advanced transition rules: principles and analysis

S Gupta, K Deep, AA Heidari, H Moayedi… - Expert Systems with …, 2020 - Elsevier
Harris hawks optimizer (HHO) is a recently developed, efficient meta-heuristic optimization
approach, which is inspired by the chasing style and collaborative behavior of Harris hawks …

Crisscross Harris hawks optimizer for global tasks and feature selection

X Wang, X Dong, Y Zhang, H Chen - Journal of Bionic Engineering, 2023 - Springer
Abstract Harris Hawks Optimizer (HHO) is a recent well-established optimizer based on the
hunting characteristics of Harris hawks, which shows excellent efficiency in solving a variety …

Recent advances in harris hawks optimization: A comparative study and applications

AG Hussien, L Abualigah, R Abu Zitar, FA Hashim… - Electronics, 2022 - mdpi.com
The Harris hawk optimizer is a recent population-based metaheuristics algorithm that
simulates the hunting behavior of hawks. This swarm-based optimizer performs the …

Comprehensive learning Harris hawks-equilibrium optimization with terminal replacement mechanism for constrained optimization problems

C Zhong, G Li - Expert Systems with Applications, 2022 - Elsevier
Harris hawks optimization (HHO) is a novel metaheuristic algorithm which has strong
convergence for unconstrained optimization problems. However, HHO may encounter …

A self-adaptive Harris Hawks optimization algorithm with opposition-based learning and chaotic local search strategy for global optimization and feature selection

AG Hussien, M Amin - International Journal of Machine Learning and …, 2022 - Springer
Abstract Harris Hawks Optimization is a recently proposed algorithm inspired by the
cooperative manner and chasing behavior of harris. However, from the experimental results …

Harris hawks optimization: a comprehensive review of recent variants and applications

HM Alabool, D Alarabiat, L Abualigah… - Neural computing and …, 2021 - Springer
Harris hawks optimizer (HHO) has received widespread attention among researchers in
terms of the performance, quality of results, and its acceptable convergence in dealing with …

Lens-imaging learning Harris hawks optimizer for global optimization and its application to feature selection

W Long, J Jiao, M Xu, M Tang, T Wu, S Cai - Expert Systems with …, 2022 - Elsevier
Harris hawks optimizer (HHO) is a recently proposed meta-heuristic algorithm that has been
proven to be more competitive than the other meta-heuristic approaches on function …