Multi-population differential evolution-assisted Harris hawks optimization: Framework and case studies

H Chen, AA Heidari, H Chen, M Wang, Z Pan… - Future Generation …, 2020 - Elsevier
The first powerful variant of the Harris hawks optimization (HHO) is proposed in this work.
HHO is a recently developed swarm-based stochastic algorithm that has previously shown …

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 …

[HTML][HTML] 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 …

Harris hawks optimization: Algorithm and applications

AA Heidari, S Mirjalili, H Faris, I Aljarah… - Future generation …, 2019 - Elsevier
In this paper, a novel population-based, nature-inspired optimization paradigm is proposed,
which is called Harris Hawks Optimizer (HHO). The main inspiration of HHO is the …

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 …

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 …

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 …

Performance analysis of chaotic multi-verse harris hawks optimization: a case study on solving engineering problems

AA Ewees, M Abd Elaziz - Engineering Applications of Artificial Intelligence, 2020 - Elsevier
In recent years, several optimization algorithms are proposed, one of them is Multi-Verse
Optimizer (MVO). In this paper, a modified version of MVO is proposed, called CMVHHO …

Dimension decided Harris hawks optimization with Gaussian mutation: Balance analysis and diversity patterns

S Song, P Wang, AA Heidari, M Wang, X Zhao… - Knowledge-Based …, 2021 - Elsevier
Harris hawks optimization (HHO) is a newly developed swarm-based algorithm and the most
popular optimizer in the recent year, which mimics the cooperation behavior of Harris hawks …

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 …