Particle Swarm Optimization Steers Client Selection in Decentralized Federated Learning
A new decentralized federated learning framework uses particle swarm optimization to dynamically select clients, reporting 76.2% accuracy on CIFAR-10 under ...
Tag: particle swarm optimization
Entropy-Based AI Model Reads Grapevine Leaf Images to Track Multi-Stress Responses
Researchers report an entropy-driven adaptive spatial modeling framework that classifies drought, salinity, heat and nutrient-deficiency stress in grapevine leaf images ...
AI Model Predicts Strength and Surface Quality of 3D-Printed PLA Parts
A hybrid RVFL-HGSO machine learning model achieved a coefficient of determination (R2) of 98.95 percent in predicting the surface roughness ...
Hybrid multi-agent model links capacity pricing and ancillary services in Chinese market simulation
A hybrid multi-agent modeling framework jointly optimizes capacity pricing and ancillary-service dispatch, improving matching, cost, and reserve outcomes in simulated ...
Improved Particle Swarm Optimization and Stacking Learning Target Power Grid Load Outliers
A new IPSO-Stacking integrated learning method identifies fluctuation outliers in power grid load data, with reported coverage performance stable above ...
Machine Learning Model Finds Optimal Conditions for Energy-Efficient CO2 Capture with Oil Palm Ash
A Gaussian process surrogate model trained on 346 fixed-bed adsorption experiments was coupled with genetic and swarm-based optimization to balance ...
Particle swarm algorithm shapes aeroelastic small wind turbine blades
A two-way fluid–structure interaction simulation coupled with a multi-objective particle swarm algorithm produced a small wind turbine blade with 12.5% ...
AI Learns Robot Arm Dynamics in Simulation, Halving Tracking Error on a UR5 Manipulator
A simulation-only study on a UR5 robot arm shows Gaussian Process Regression most accurately predicts joint torques, while optimized adaptive ...
AI Model Predicts Strength of Coal Mine Backfill Materials with High Accuracy
A PSO-optimized XGBoost model predicted the compressive strength, elastic energy index and impact energy index of gangue-cemented backfill materials with ...
Clinically guided machine learning stratifies dental implant risk in European dataset
TBLPSO achieved reported accuracy of 96.1% on a European dental implant dataset by combining clinical subgrouping, expert-informed optimization and selective ...
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Mothers who receive childcare support from maternal grandparents show more parental warmth, finds NTU Singapore study
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University of Seville Breaks 120-Year-Old Mystery, Revises a Key Einstein Concept
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Bee body mass, pathogens and local climate influence heat tolerance
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Researchers record first-ever images and data of a shark experiencing a boat strike
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Groundbreaking Clinical Trial Reveals Lubiprostone Enhances Kidney Function
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