Multi-strategy improved sparrow search algorithm and application

X Liu, Y Bai, C Yu, H Yang, H Gao, J Wang… - Mathematical and …, 2022 - mdpi.com
The sparrow search algorithm (SSA) is a metaheuristic algorithm developed based on the
foraging and anti-predatory behavior of sparrow populations. Compared with other …

Research on multistrategy improved evolutionary sparrow search algorithm and its application

B Gao, W Shen, H Guan, L Zheng, W Zhang - IEEE Access, 2022 - ieeexplore.ieee.org
To address the problem of the sparrow search algorithm (SSA) has poor global search
ability, weak local development ability, and easily falls into the local optimal solution, a multi …

Chaos sparrow search optimization algorithm

X LYU, X Mu, J ZAHNG, Z Wang - 北京航空航天大学学报, 2021 - bhxb.buaa.edu.cn
Aimed at the problem that when the Sparrow Search Algorithm (SSA) is close to the global
optimum, the population diversity decreases, and it is easy to fall into the local optimal …

A novel adaptive sparrow search algorithm based on chaotic mapping and t-distribution mutation

X Yang, J Liu, Y Liu, P Xu, L Yu, L Zhu, H Chen… - Applied Sciences, 2021 - mdpi.com
Aiming at the problems of the basic sparrow search algorithm (SSA) in terms of slow
convergence speed and the ease of falling into the local optimum, the chaotic mapping …

A Multi-strategy Improved Sparrow Search Algorithm and its Application

Y Yang, J Xu, X Kong, J Su - Neural Processing Letters, 2023 - Springer
In order to address the issues of slow convergence and susceptibility to falling into the local
optimum trap of the original sparrow search algorithm, a novel multi-strategy improved …

An improved chaos sparrow search optimization algorithm using adaptive weight modification and hybrid strategies

XY Zhang, KQ Zhou, PC Li, YH Xiang, AM Zain… - Ieee …, 2022 - ieeexplore.ieee.org
Sparrow Search Algorithm (SSA) is a kind of novel swarm intelligence algorithm, which has
been applied in-to various domains because of its unique characteristics, such as strong …

Design and application of improved sparrow search algorithm based on sine cosine and firefly perturbation.

X Ren, S Chen, K Wang, J Tan - Mathematical Biosciences and …, 2022 - europepmc.org
Swarm intelligence algorithms are relatively simple and highly applicable algorithms,
especially for solving optimization problems with high reentrancy, high stochasticity, large …

Improvement and application of hybrid strategy-based sparrow search algorithm

L SONG, W CHEN, W CHEN, Y LIN… - 北京航空航天大学学报, 2022 - bhxb.buaa.edu.cn
Aiming at solving the problems in the original sparrow search algorithm (SSA), such as low
search accuracy, weak global search ability, slow convergence speed and easy tendency to …

Sparrow search algorithm based on Sobol sequence and crisscross strategy

Y Duan, C Liu - Journal of Computer Applications, 2022 - joca.cn
For the shortcomings of falling into the local optimum easily and slow convergence in
Sparrow Search Algorithm (SSA), a Sparrow Search Algorithm based on Sobol sequence …

A modified adaptive sparrow search algorithm based on chaotic reverse learning and spiral search for global optimization

J Geng, X Sun, H Wang, X Bu, D Liu, F Li… - Neural Computing and …, 2023 - Springer
A population-based metaheuristic algorithm that takes its cues from the foraging strategy of
sparrows is called the sparrow search algorithm (SSA). While SSA is competitive when …