Recent advances in Grey Wolf Optimizer, its versions and applications

SN Makhadmeh, MA Al-Betar, IA Doush… - IEEE …, 2023‏ - ieeexplore.ieee.org
The Grey Wolf Optimizer (GWO) has emerged as one of the most captivating swarm
intelligence methods, drawing inspiration from the hunting behavior of wolf packs. GWO's …

Advanced metaheuristic techniques for mechanical design problems

M Abd Elaziz, AH Elsheikh, D Oliva… - … Methods in Engineering, 2021‏ - Springer
The design of complex mechanical components is a time-consuming process which involves
many design variables with multiple interacted objectives and constraints. Traditionally, the …

Artificial hummingbird algorithm: A new bio-inspired optimizer with its engineering applications

W Zhao, L Wang, S Mirjalili - Computer Methods in Applied Mechanics and …, 2022‏ - Elsevier
A new bio-inspired optimization algorithm called artificial hummingbird algorithm (AHA) is
proposed in this work to solve optimization problems. The AHA algorithm simulates the …

A global best-guided firefly algorithm for engineering problems

M Zare, M Ghasemi, A Zahedi, K Golalipour… - Journal of Bionic …, 2023‏ - Springer
Abstract The Firefly Algorithm (FA) is a highly efficient population-based optimization
technique developed by mimicking the flashing behavior of fireflies when mating. This article …

Starling murmuration optimizer: A novel bio-inspired algorithm for global and engineering optimization

H Zamani, MH Nadimi-Shahraki… - Computer Methods in …, 2022‏ - Elsevier
This paper presents a novel bio-inspired algorithm inspired by starlings' behaviors during
their stunning murmuration named starling murmuration optimizer (SMO) to solve complex …

A hybrid algorithm based on grey wolf optimizer and differential evolution for UAV path planning

X Yu, N Jiang, X Wang, M Li - Expert Systems with Applications, 2023‏ - Elsevier
Autonomous navigation is significant to UAVs, especially in disaster scenarios. A Hybrid
GWO and Differential Evolution (HGWODE) algorithm is developed to solve UAV path …

Application of variational mode decomposition and chaotic grey wolf optimizer with support vector regression for forecasting electric loads

Z Zhang, WC Hong - Knowledge-Based Systems, 2021‏ - Elsevier
Accurate electric load forecasting is critical in guaranteeing the efficiency of the load
dispatch and supply by a power system, which prevents the wasting of electricity and …

Optimization based on performance of lungs in body: Lungs performance-based optimization (LPO)

M Ghasemi, M Zare, A Zahedi, P Trojovský… - Computer Methods in …, 2024‏ - Elsevier
The development of efficient optimization algorithms is crucial across various scientific
disciplines. As the complexity and diversity of optimization problems continue to grow …

Image segmentation of Leaf Spot Diseases on Maize using multi-stage Cauchy-enabled grey wolf algorithm

H Yu, J Song, C Chen, AA Heidari, J Liu, H Chen… - … Applications of Artificial …, 2022‏ - Elsevier
Grey wolf optimizer (GWO) is a widespread metaphor-based algorithm based on the
enhanced variants of velocity-free particle swarm optimizer with proven defects and …

Fractional multivariate grey Bernoulli model combined with improved grey wolf algorithm: Application in short-term power load forecasting

C Yin, S Mao - Energy, 2023‏ - Elsevier
The accurate prediction of power load is helpful to make reasonable power generation plans
and scientific dispatching schemes and achieve the goal of energy saving and emission …