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Research on Spread Spectrum Codes Optimized by Sparrow Search Algorithm and Extreme Gradient Boosting
Published 2024-12-01Get full text
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Research on the Capability Maturity Evaluation of Intelligent Manufacturing Based on Firefly Algorithm, Sparrow Search Algorithm, and BP Neural Network
Published 2021-01-01“…Aiming at the problem that the BP neural network is sensitive to initial weights and thresholds, the sparrow search algorithm (SSA) is used to optimize the initial weights and thresholds of the BP neural network. …”
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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. …”
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AUV path planning method based on improved sparrow search algorithm
Published 2025-06-01Get full text
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Wind power generation prediction using LSTM model optimized by sparrow search algorithm and firefly algorithm
Published 2025-03-01“…To raise the accuracy of wind power generation prediction, a bidirectional long short-term memory network combination model based on sparrow search algorithm and firefly algorithm optimization is designed. …”
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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. …”
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Optimization of carbon peak path in Fujian Province based on sparrow search algorithm
Published 2024-06-01“…To address this, this paper takes Fujian Province as an example, and constructs an SSA-SVR (Sparrow Search Algorithm-Support Vector Regression) model based on the analysis of Fujian′s energy consumption and carbon emission data. …”
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Modeling of Bayesian machine learning with sparrow search algorithm for cyberattack detection in IIoT environment
Published 2024-11-01“…The hyperparameter tuning process employs the sparrow search algorithm (SSA) model to enhance the BBN model performance. …”
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Modified Sparrow Search Algorithm by Incorporating Multi-Strategy for Solving Mathematical Optimization Problems
Published 2025-05-01“…The Sparrow Search Algorithm (SSA), proposed by Jiankai Xue in 2020, is a swarm intelligence optimization algorithm that has received extensive attention due to its powerful optimization-seeking ability and rapid convergence. …”
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Application of Hybrid Algorithm Based on Ant Colony Optimization and Sparrow Search in UAV Path Planning
Published 2024-11-01“…We first incorporate the iterative solution of the sparrow search algorithm (SSA) into the ant colony algorithm to provide a better initial pheromone distribution. …”
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An equivalent modeling method for integrated water-wind-solar systems based on sparrow search algorithm
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Optimization of TCN-BiLSTM for dissolved oxygen prediction based on improved sparrow search algorithm
Published 2025-08-01Get full text
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Early detection of monkeypox: Analysis and optimization of pretrained deep learning models using the Sparrow Search Algorithm
Published 2024-12-01“…When PCR tests are unavailable, computational lesion detection offers a promising option. This research presents a non-invasive diagnostic method using the Sparrow Search Algorithm (SpaSA). …”
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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). …”
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Prediction of Coiled Tubing Erosion Rate Based on Sparrow Search Algorithm Back-Propagation Neural Network Model
Published 2024-10-01“…To accurately predict the erosion rate of coiled tubing, this study studied the influence law of erosion rate through experiments, screened the main influencing factors of erosion rate by grey relational analysis (GRA), and established a back-propagation neural network (BPNN) model optimized by the sparrow search algorithm (SSA) to predict the erosion rate. …”
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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. …”
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