A survey on sparrow search algorithms and their applications

J Xue, B Shen - International Journal of Systems Science, 2024 - Taylor & Francis
The sparrow search algorithm (SSA) is an efficient swarm-intelligence-based algorithm that
has made some significant advances since its introduction in 2020. A detailed overview of …

A multi-strategy particle swarm algorithm with exponential noise and fitness-distance balance method for low-altitude penetration in secure space

D Zhu, S Wang, J Shen, C Zhou, T Li, S Yan - Journal of Computational …, 2023 - Elsevier
UAV technology is at the forefront of current research and plays an important role in
agriculture, public safety and the military. Low altitude trajectory is a technology for UAVs to …

Comparative study and improvement analysis of sparrow search algorithm

S Yan, W Liu, X Li, P Yang, F Wu… - … and Mobile Computing, 2022 - Wiley Online Library
To solve the problem that the emerging sparrow search algorithm (SSA) lacks systematic
comparison and analysis with other classical algorithms, this paper first introduces the …

Optimization of machine learning approaches for shale gas production forecast

M Wang, G Hui, Y Pang, S Wang, S Chen - Geoenergy Science and …, 2023 - Elsevier
Successful production from shale gas formations has changed the energy outlook of North
America. During such process, a significant amount of data related to production and …

[PDF][PDF] Research on optimal operation of cascade pum** stations based on an improved sparrow search algorithm

X Wang, X Ma, X Liu, L Zhang, Y Tian… - Water Science & …, 2023 - iwaponline.com
For the low efficiency and large loss of cascade pum** stations, aiming to maximize
system efficiency, an optimized scheduling model of cascade pum** stations is …

[Retracted] Optimization of UAV Cooperative Path Planning Mathematical Model Based on Personalized Multigroup Sparrow Search Algorithm in Complex …

S Yan, W Liu, P Yang, F Wu, D Zhu… - Journal of Function …, 2022 - Wiley Online Library
Sparrow search algorithm has the problem of redundancy of convergence speed due to its
fast convergence speed, and it is easy to fall into local optimum in multimodal environment …

Enhanced sparrow search algorithm based on improved game predatory mechanism and its application

J Yang, S Gao, X Zhao, G Li, Z Gao - Digital Signal Processing, 2024 - Elsevier
In response to the problems of strong randomness in initialization, imperfect search
mechanism and tendency to fall into local optimum when dealing with complex optimization …

An Improved Sparrow Search Algorithm for Global Optimization with Customization-Based Mechanism

Z Wang, X Huang, D Zhu, C Zhou, K He - Axioms, 2023 - mdpi.com
To solve the problems of the original sparrow search algorithm's poor ability to jump out of
local extremes and its insufficient ability to achieve global optimization, this paper simulates …

SecMDGM: Federated Learning Security Mechanism Based on Multi− Dimensional Auctions

Q Chen, L Yao, X Wang, Z Lin Jiang, Y Wu, T Ma - Sensors, 2022 - mdpi.com
As a newly emerging distributed machine learning technology, federated learning has
unique advantages in the era of big data. We explore how to motivate participants to …

A multi-mechanism balanced advanced learning sparrow search algorithm for UAV path planning

C Yang, H Yang, D Zhu, YW Hu, Y Zhang, HY Ma… - Cluster …, 2024 - Springer
Unmanned aerial vehicle (UAV) is highly flexible and versatile, ranging from monitoring and
surveying to rescue and military applications, but finding the best path requires a large …