-
1
-
2
AUV path planning method based on improved sparrow search algorithm
Published 2025-06-01Get full text
Article -
3
-
4
Research on Spread Spectrum Codes Optimized by Sparrow Search Algorithm and Extreme Gradient Boosting
Published 2024-12-01Get full text
Article -
5
-
6
Optimization of TCN-BiLSTM for dissolved oxygen prediction based on improved sparrow search algorithm
Published 2025-08-01Get full text
Article -
7
Research on the Capability Maturity Evaluation of Intelligent Manufacturing Based on Firefly Algorithm, Sparrow Search Algorithm, and BP Neural Network
Published 2021-01-01“…In order to overcome the shortcoming of SSA that it is easy to fall into the local optimum, the firefly disturbance strategy is introduced to improve it, a new sparrow search algorithm (FASSA) is proposed, and on this basis, an intelligent manufacturing capability maturity evaluation model based on the FASSA-BP algorithm is constructed. …”
Get full text
Article -
8
TS-SSA: An improved two-stage sparrow search algorithm for large-scale many-objective optimization problems.
Published 2025-01-01“…This paper proposes an improved sparrow search algorithm (SSA) that manages convergence and diversity separately for solving LSMaOPs, called two-stage sparrow search algorithm (TS-SSA). …”
Get full text
Article -
9
Path Tracking Control of Agricultural Automatic Navigation Vehicles Based on an Improved Sparrow Search-Pure Pursuit Algorithm
Published 2025-06-01“…A pure pursuit method based on an improved sparrow search algorithm is proposed to address low path-tracking accuracy of intelligent agricultural machinery in complex farmland environments. …”
Get full text
Article -
10
Pipeline corrosion rate prediction model using BP neural network based on improved sparrow search algorithm
Published 2024-07-01“…Methods This paper proposes a pipeline corrosion rate prediction model using an optimized BP neural network based on an improved Sparrow Search Algorithm to address the aforementioned disadvantages. …”
Get full text
Article -
11
Structural Damage Detection Based on Sparrow Search Algorithm
Published 2025-04-01“…To address this issue, a damage identification method combining the Sparrow Search Algorithm (SSA) and natural frequency sensitivity analysis is proposed. …”
Get full text
Article -
12
-
13
Research on bearing fault diagnosis based on ISA-VMD and IMSE
Published 2025-04-01Get full text
Article -
14
-
15
Modelling of an imprecise sustainable production control problem with interval valued demand via improved centre-radius technique and sparrow search algorithm
Published 2025-06-01“…To tackle this interval optimisation problem, an improved c-r optimisation technique and the meta-heuristic algorithm Sparrow Search algorithm (SSA) are employed. …”
Get full text
Article -
16
-
17
Wind power generation prediction using LSTM model optimized by sparrow search algorithm and firefly algorithm
Published 2025-03-01“…The model first employs a bidirectional long short-term memory network to capture the long-term dependency features of time series, and uses random forests for nonlinear modeling and feature selection. Then, the sparrow search algorithm and firefly algorithm are combined to optimize the hyperparameter configuration, improving the predictive performance and global search ability of the model. …”
Get full text
Article -
18
Research of Online Error Prediction and Parallel Algorithm for Voltage Transformer in Smart Grid
Published 2024-12-01“…First, an optimized multi-layer perceptron model based on the sparrow search algorithm (SSA) is proposed. The weight initialization process is optimized using the SSA to improve the prediction accuracy of the multi-layer perceptron. …”
Get full text
Article -
19
Image Segmentation Method With Improved GA Optimization of Two-Dimensional Maximum Entropy
Published 2024-01-01“…The improved algorithm provides a reference for subsequent image processing research.…”
Get full text
Article -
20
Modified Sparrow Search Algorithm by Incorporating Multi-Strategy for Solving Mathematical Optimization Problems
Published 2025-05-01“…Experimental results show that, compared with the original SSA, the MSSA has achieved significant improvements in terms of convergence speed, optimization accuracy, and robustness, providing new ideas and methods for the research and practical application of swarm intelligence optimization algorithms.…”
Get full text
Article