[HTML][HTML] Differential evolution-assisted salp swarm algorithm with chaotic structure for real-world problems

H Zhang, T Liu, X Ye, AA Heidari, G Liang… - Engineering with …, 2023 - Springer
There is a new nature-inspired algorithm called salp swarm algorithm (SSA), due to its
simple framework, it has been widely used in many fields. But when handling some …

A multi-strategy enhanced salp swarm algorithm for global optimization

H Zhang, Z Cai, X Ye, M Wang, F Kuang… - Engineering with …, 2022 - Springer
As a typical nature-inspired swarm intelligence algorithm, because of the simple framework
and good optimization performance, salp swarm algorithm (SSA) has been extensively …

Improved salp swarm algorithm based on weight factor and adaptive mutation

J Wu, R Nan, L Chen - Journal of Experimental & Theoretical …, 2019 - Taylor & Francis
ABSTRACT Salp Swarm Algorithm (SSA) is a novel swarm intelligent algorithm with good
performance. However, like other swarm-based algorithms, it has insufficiencies of low …

A novel chaotic salp swarm algorithm for global optimization and feature selection

GI Sayed, G Khoriba, MH Haggag - Applied Intelligence, 2018 - Springer
Abstract Salp Swarm Algorithm (SSA) is one of the most recently proposed algorithms driven
by the simulation behavior of salps. However, similar to most of the meta-heuristic …

An opposition-based chaotic salp swarm algorithm for global optimization

X Zhao, F Yang, Y Han, Y Cui - IEEE Access, 2020 - ieeexplore.ieee.org
The salp swarm algorithm (SSA) is a bio-heuristic optimization algorithm proposed in 2017.
It has been proved that SSA has competitive results compared to several other well-known …

Improved salp swarm algorithm with space transformation search for training neural network

N Panda, SK Majhi - Arabian Journal for Science and Engineering, 2020 - Springer
Swarm-based algorithm is best suitable when it can perform smooth balance between the
exploration and exploitation as well as faster convergence by successfully avoiding local …

Improved salp swarm algorithm combined with chaos

MA Tawhid, AM Ibrahim - Mathematics and Computers in Simulation, 2022 - Elsevier
A recently developed metaheuristic optimization algorithm, Salp Swarm Algorithm (SSA),
has manifested its capability in solving various optimization problems and many real-life …

Ensemble mutation-driven salp swarm algorithm with restart mechanism: Framework and fundamental analysis

H Zhang, Z Wang, W Chen, AA Heidari, M Wang… - Expert Systems with …, 2021 - Elsevier
This research proposes a reinforced salp swarm algorithm (SSA) variant with an ensemble
mutation strategy and a restart mechanism, which is named CMSRSSSA for short, to …

Novel enhanced Salp Swarm Algorithms using opposition-based learning schemes for global optimization problems

T Si, PBC Miranda, D Bhattacharya - Expert Systems with Applications, 2022 - Elsevier
Abstract Salp Swarm Algorithm (SSA) is a recent approach with a simple implementation,
few parameters, and low computational cost. SSA has been used in different optimization …

Improved salp swarm algorithm with mutation schemes for solving global optimization and engineering problems

B Nautiyal, R Prakash, V Vimal, G Liang… - Engineering with …, 2022 - Springer
Abstract Salp Swarm Algorithm (SSA) is a recent metaheuristic algorithm developed from the
inspiration of salps' swarming behavior and characterized by a simple search mechanism …