A systematic review of the whale optimization algorithm: theoretical foundation, improvements, and hybridizations
Despite the simplicity of the whale optimization algorithm (WOA) and its success in solving
some optimization problems, it faces many issues. Thus, WOA has attracted scholars' …
some optimization problems, it faces many issues. Thus, WOA has attracted scholars' …
Performance assessment of the metaheuristic optimization algorithms: an exhaustive review
The simulation-driven metaheuristic algorithms have been successful in solving numerous
problems compared to their deterministic counterparts. Despite this advantage, the …
problems compared to their deterministic counterparts. Despite this advantage, the …
Evolutionary biogeography-based whale optimization methods with communication structure: Towards measuring the balance
J Tu, H Chen, J Liu, AA Heidari, X Zhang… - Knowledge-Based …, 2021 - Elsevier
Abstract Whale Optimization Algorithm (WOA) is a popular swarm-based algorithm with
some spotted defects in its generated patterns during the searching phases. In this study, an …
some spotted defects in its generated patterns during the searching phases. In this study, an …
Global path planning and multi-objective path control for unmanned surface vehicle based on modified particle swarm optimization (PSO) algorithm
X Guo, M Ji, Z Zhao, D Wen, W Zhang - Ocean Engineering, 2020 - Elsevier
This paper investigates the novel path navigation method for an unmanned surface vehicle
(USV), which is divided into two-stage: global path planning and path control. In the first …
(USV), which is divided into two-stage: global path planning and path control. In the first …
Sailfish optimizer with Levy flight, chaotic and opposition-based multi-level thresholding for medical image segmentation
Image segmentation is a procedure of dividing the digital image into multiple set of pixels.
The intention of the segmentation is to “transform the representation of medical images into …
The intention of the segmentation is to “transform the representation of medical images into …
Boosting whale optimizer with quasi-oppositional learning and Gaussian barebone for feature selection and COVID-19 image segmentation
J **ng, H Zhao, H Chen, R Deng, L **ao - Journal of bionic engineering, 2023 - Springer
Whale optimization algorithm (WOA) tends to fall into the local optimum and fails to converge
quickly in solving complex problems. To address the shortcomings, an improved WOA …
quickly in solving complex problems. To address the shortcomings, an improved WOA …
A competitive mechanism integrated multi-objective whale optimization algorithm with differential evolution
In this paper, a competitive mechanism integrated whale optimization algorithm (CMWOA) is
proposed to deal with multi-objective optimization problems. By introducing the novel …
proposed to deal with multi-objective optimization problems. By introducing the novel …
Development of the multi-objective adaptive guided differential evolution and optimization of the MO-ACOPF for wind/PV/tidal energy sources
Currently, one of the most popular research topics is the development of a new meta-
heuristic algorithm for solving multi-objective optimization problems. However, few of the …
heuristic algorithm for solving multi-objective optimization problems. However, few of the …
[HTML][HTML] Optimization of the hydropower energy generation using Meta-Heuristic approaches: A review
Whatever the exact figures, world energy consumption, particularly electricity consumption,
can increase significantly during couple of decades. It is not possible solely due to …
can increase significantly during couple of decades. It is not possible solely due to …
Multi-strategy ensemble firefly algorithm with equilibrium of convergence and diversity
Balancing the convergence and diversity in the multi-objective firefly algorithm is essential
for obtaining high precision and well distributed Pareto front. However, most existing …
for obtaining high precision and well distributed Pareto front. However, most existing …