Particle swarm optimization algorithm and its applications: a systematic review
AG Gad - Archives of computational methods in engineering, 2022 - Springer
Throughout the centuries, nature has been a source of inspiration, with much still to learn
from and discover about. Among many others, Swarm Intelligence (SI), a substantial branch …
from and discover about. Among many others, Swarm Intelligence (SI), a substantial branch …
Particle swarm optimization: A comprehensive survey
Particle swarm optimization (PSO) is one of the most well-regarded swarm-based algorithms
in the literature. Although the original PSO has shown good optimization performance, it still …
in the literature. Although the original PSO has shown good optimization performance, it still …
A systematic review of the whale optimization algorithm: theoretical foundation, improvements, and hybridizations
MH Nadimi-Shahraki, H Zamani… - … Methods in Engineering, 2023 - Springer
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' …
A comprehensive survey: Whale Optimization Algorithm and its applications
FS Gharehchopogh, H Gholizadeh - Swarm and Evolutionary Computation, 2019 - Elsevier
Abstract Whale Optimization Algorithm (WOA) is an optimization algorithm developed by
Mirjalili and Lewis in 2016. An overview of WOA is described in this paper, rooted from the …
Mirjalili and Lewis in 2016. An overview of WOA is described in this paper, rooted from the …
Quadratic interpolation and a new local search approach to improve particle swarm optimization: Solar photovoltaic parameter estimation
Abstract The Particle Swarm Optimization technique (PSO) is widely used in practical
applications due to its flexibility and strong optimization performance. However, like other …
applications due to its flexibility and strong optimization performance. However, like other …
Velocity pausing particle swarm optimization: A novel variant for global optimization
Particle swarm optimization (PSO) is one of the most well-regard metaheuristics with
remarkable performance when solving diverse optimization problems. However, PSO faces …
remarkable performance when solving diverse optimization problems. However, PSO faces …
A chaotic hybrid butterfly optimization algorithm with particle swarm optimization for high-dimensional optimization problems
M Zhang, D Long, T Qin, J Yang - Symmetry, 2020 - mdpi.com
In order to solve the problem that the butterfly optimization algorithm (BOA) is prone to low
accuracy and slow convergence, the trend of study is to hybridize two or more algorithms to …
accuracy and slow convergence, the trend of study is to hybridize two or more algorithms to …
A comprehensive review of bio-inspired optimization algorithms including applications in microelectronics and nanophotonics
The application of artificial intelligence in everyday life is becoming all-pervasive and
unavoidable. Within that vast field, a special place belongs to biomimetic/bio-inspired …
unavoidable. Within that vast field, a special place belongs to biomimetic/bio-inspired …
Improving whale optimization algorithm with elite strategy and its application to engineering-design and cloud task scheduling problems
The whale optimization algorithm (WOA), a biologically inspired optimization technique, is
known for its straightforward design and effectiveness. Despite many advantages, it has …
known for its straightforward design and effectiveness. Despite many advantages, it has …
ESSAWOA: enhanced whale optimization algorithm integrated with salp swarm algorithm for global optimization
Q Fan, Z Chen, W Zhang, X Fang - Engineering with Computers, 2022 - Springer
In this paper, a novel hybrid meta-heuristic algorithm called ESSAWOA is proposed for
solving global optimization problems. The main idea of ESSAWOA is to enhance Whale …
solving global optimization problems. The main idea of ESSAWOA is to enhance Whale …