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 …

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 …

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 …

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 …

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 …

Nonlinear-based chaotic harris hawks optimizer: algorithm and internet of vehicles application

AA Dehkordi, AS Sadiq, S Mirjalili, KZ Ghafoor - Applied Soft Computing, 2021 - Elsevier
Abstract Harris Hawks Optimizer (HHO) is one of the many recent algorithms in the field of
metaheuristics. The HHO algorithm mimics the cooperative behavior of Harris Hawks and …

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 …

Red-tailed hawk algorithm for numerical optimization and real-world problems

S Ferahtia, A Houari, H Rezk, A Djerioui… - Scientific Reports, 2023 - nature.com
This study suggests a new nature-inspired metaheuristic optimization algorithm called the
red-tailed hawk algorithm (RTH). As a predator, the red-tailed hawk has a hunting strategy …

An efficient hybrid approach based on Harris Hawks optimization and imperialist competitive algorithm for structural optimization

A Kaveh, P Rahmani, AD Eslamlou - Engineering with Computers, 2021 - Springer
In this paper, a new hybrid algorithm is introduced, combining two Harris Hawks Optimizer
(HHO) and the Imperialist Competitive Algorithm (ICA) to achieve a better search strategy …

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 …