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A Multi-strategy Improved Sparrow Search Algorithm and its Application
In order to address the issues of slow convergence and susceptibility to falling into the local optimum trap of the original sparrow search...
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An improved density peaks clustering based on sparrow search algorithm
Density peaks clustering (DPC) algorithm has attracted the attention of scholars because of its simplicity and efficiency. However, it certainly has...
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Multi-strategy improved sparrow search algorithm for job shop scheduling problem
As a new swarm intelligence algorithm, sparrow search algorithm (SSA) has the advantages of fewer parameters, simplicity, strong global and local...
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Improved Sparrow Search Algorithm Optimized Neural Network Analysis of Traffic Congestion
Accurate traffic congestion prediction is of great significance for applications such as traffic control and route optimization. However, the traffic...
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Similarity detection method of science fiction painting based on multi-strategy improved sparrow search algorithm and Gaussian pyramid
Although image detection technology is widely used in various fields, there is still a large gap in the similarity detection of science fiction...
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Application of machine learning model optimized by improved sparrow search algorithm in water quality index time series prediction
Water quality index is an important indicator to evaluate the water quality of rivers. Machine learning models have been widely used in the task of...
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Review and empirical analysis of sparrow search algorithm
In recent years, swarm intelligence algorithms have received extensive attention and research. Swarm intelligence algorithms are a biological...
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Threshold image segmentation based on improved sparrow search algorithm
Threshold segmentation based on swarm intelligence optimization algorithm is a research hotspot in image processing, because of its good segmentation...
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Improved sparrow algorithm based virtual machine placement
To mitigate severe physical resource consumption in cloud data centers, we propose an Improved Sparrow Search Algorithm-Based Virtual Machine...
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Multi-strategy improved sparrow search algorithm based on first definition of ellipse and group co-evolutionary mechanism for engineering optimization problems
The Sparrow Search Algorithm (SSA) is recognized for its rapid convergence and precision in engineering optimization, yet it faces the challenge of...
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Historical Location Information Based Improved Sparrow Search Algorithm for Microgrid Optimal Dispatching
The sparrow search algorithm (SSA), as an efficient meta-heuristic algorithm, has been widely used on practical problems in various fields....
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sEMG-based upper limb motion recognition using improved sparrow search algorithm
The study of motion intention recognition of patients has become one of the key directions in the current research on human-machine coordination...
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A novel sparrow search algorithm with integrates spawning strategy
Sparrow Search Algorithm (SSA) has recently received more attention in the intelligent optimization group. However, the high randomness and local...
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Task Scheduling with Multi-strategy Improved Sparrow Search Algorithm in Cloud Datacenters
How to efficiently schedule tasks is the focus of cloud computing. Combining the task scheduling characteristics of the cloud computing environment,...
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A multi-mechanism balanced advanced learning sparrow search algorithm for UAV path planning
Unmanned aerial vehicle (UAV) is highly flexible and versatile, ranging from monitoring and surveying to rescue and military applications, but...
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Application of an improved sparrow search algorithm in BP network classification of strip steel surface defect images
In this paper, the BP neural network optimized by an improved sparrow search algorithm is proposed (WLT-SSA-BP), which performs excellently in the...
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A novel fuzzy time series model based on improved sparrow search algorithm and CEEMDAN
Fuzzy time series models have good performance for uncertain time series with fuzziness or approximation. However, the fuzzy time series model needs...
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Application of a hybrid improved sparrow search algorithm for the prediction and control of dissolved oxygen in the aquaculture industry
Dissolved oxygen is a critical water quality factor, and its prediction and control have long been a research hotspot in the aquaculture industry....
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Chip** value prediction for dicing saw based on sparrow search algorithm and neural networks
Wafer dicing is a key step in the manufacturing process of semiconductor integrated circuits, and the quality of dicing directly affects the...
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Improved Sparrow Search Algorithm with the Extreme Learning Machine and Its Application for Prediction
The prediction accuracy and generalization ability of extreme learning machine (ELM) are reduced by randomly generated weight and threshold before...
