Salp swarm algorithm: a comprehensive survey

L Abualigah, M Shehab, M Alshinwan… - Neural Computing and …, 2020 - Springer
This paper completely introduces an exhaustive and a comprehensive review of the so-
called salp swarm algorithm (SSA) and discussions its main characteristics. SSA is one of …

A new binary salp swarm algorithm: development and application for optimization tasks

RM Rizk-Allah, AE Hassanien, M Elhoseny… - Neural Computing and …, 2019 - Springer
Salp swarm algorithm (SSA) is one of the recent meta-heuristic algorithms that imitate the
behaviors of salps during the navigating and foraging in oceans to perform global …

Salp swarm optimization: a critical review

M Castelli, L Manzoni, L Mariot, MS Nobile… - Expert Systems with …, 2022 - Elsevier
In the crowded environment of bio-inspired population-based metaheuristics, the Salp
Swarm Optimization (SSO) algorithm recently appeared and immediately gained a lot of …

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 …

Harmonized salp chain-built optimization

S Gupta, K Deep, AA Heidari, H Moayedi… - Engineering with …, 2021 - Springer
As an optimization paradigm, Salp Swarm Algorithm (SSA) outperforms various population-
based optimizers in the perspective of the accuracy of obtained solutions and convergence …

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 …

Adaptive levy-assisted salp swarm algorithm: Analysis and optimization case studies

H Ren, J Li, H Chen, CY Li - Mathematics and computers in Simulation, 2021 - Elsevier
The salp swarm algorithm (SSA) is a recent and straightforward swarm intelligent optimizer.
It mainly simulates the foraging and navigational behavior of salp in the ocean by forming a …

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 …

Hybridizing salp swarm algorithm with particle swarm optimization algorithm for recent optimization functions

N Singh, SB Singh, EH Houssein - Evolutionary Intelligence, 2022 - Springer
The salp swarm algorithm (SSA) has shown its fast search speed in several challenging
problems. Research shows that not every nature-inspired approach is suitable for all …

Advancement of the search process of salp swarm algorithm for global optimization problems

E Çelik, N Öztürk, Y Arya - Expert Systems with Applications, 2021 - Elsevier
This paper propounds a modified version of the salp swarm algorithm (mSSA) for solving
optimization problems more prolifically. This technique is refined from the base version with …