SGOA: annealing-behaved grasshopper optimizer for global tasks

C Yu, M Chen, K Cheng, X Zhao, C Ma… - Engineering with …, 2022 - Springer
… efficient optimizer with uses of grasshopper optimizationgrasshopper optimization algorithm,
for good results in feature selection. Jumani et al. [46] highlighted grasshopper optimization

An improved grasshopper optimizer for global tasks

H Zhou, Z Ding, H Peng, Z Tang, G Liang, H Chen… - …, 2020 - Wiley Online Library
grasshopper optimization algorithm (GOA) is a metaheuristic algorithm that mathematically
models and simulates the behavior of the grasshopper … to resolve optimization problems. This …

An improved grasshopper optimization algorithm for global optimization

YAN Yan, MA Hongzhong… - Chinese Journal of …, 2021 - Wiley Online Library
grasshopper algorithm for global optimization problems. Grasshopper optimization … To
overcome these shortcomings, we proposes a grasshopper optimization algorithm based on a …

[PDF][PDF] An improved grasshopper optimization algorithm for task scheduling problems

R Zhao, H Ni, H Feng, Y Song, X Zhu - Int. J. Innov. Comput., Inf. Control, 2019 - ijicic.org
… An optimization problem is a process to search for the global … Anand proposed chaotic
grasshopper optimization algorithm in … solve optimization problems and task scheduling problems. …

Integrating mutation operator into grasshopper optimization algorithm for global optimization

SAA Ghaleb, M Mohamad, EFH Syed Abdullah… - Soft Computing, 2021 - Springer
… In this work, we test our six proposals on performing optimization for global optimization.
The algorithms are evaluated using the test optimization functions listed in Table 1 (Sect. 4.2). …

Grasshopper optimization algorithm with principal component analysis for global optimization

X Yue, H Zhang - The Journal of Supercomputing, 2020 - Springer
… As one of the latest meta-heuristic algorithms, the grasshopper optimization algorithm (GOA…
Firstly, principal component analysis strategy is employed to obtain the grasshoppers with …

A hybrid grasshopper optimization algorithm with bat algorithm for global optimization

S Yue, H Zhang - Multimedia Tools and Applications, 2021 - Springer
… This paper introduces a hybrid grasshopper optimization algorithm with bat algorithm (BGOA)
for global optimization. In the BGOA, the Levy flight with variable coefficient is employed to …

Grasshopper optimization algorithm: theory, variants, and applications

Y Meraihi, AB Gabis, S Mirjalili… - Ieee …, 2021 - ieeexplore.ieee.org
… The position of a grasshopper is updated based on its current position, global best position,
and the positions of other grasshoppers within the swarm. This helps GOA to avoid getting …

A hybrid grasshopper optimization algorithm with invasive weed for global optimization

X Yue, H Zhang, H Yu - IEEE Access, 2020 - ieeexplore.ieee.org
… algorithm for optimization. In the current study, a hybrid grasshopper optimization algorithm
… The invasive weed optimization (IWO) and random walk strategy are helpful for improving …

Hybrid grasshopper optimization algorithm and differential evolution for global optimization

H Jia, Y Li, C Lang, X Peng, K Sun… - Journal of Intelligent & …, 2019 - content.iospress.com
… the improved grasshopper optimization algorithm called IGOA improves the search efficiency
and avoid the local optimum [15]. The adaptive grasshopper optimization algorithm named …