Whales, Waves, and Neural Networks Team Up to Forecast Oxygen in Troubled Waters
A new hybrid WOA-EEMD-CNN-LSTM framework uses whale-inspired optimization and deep learning to predict dissolved oxygen with high accuracy in noisy, ...
Tag: metaheuristics
New Open-Source MATLAB Toolkit Brings Derivative-Free Optimization to Experimental Design
Researchers have released CSOMA, an open-source MATLAB toolkit that uses a competition-based swarm algorithm to solve derivative-free optimization problems in ...
Fox-Inspired AI Search and Context-Aware Transformer Push Document Translation Coherence to New Heights
A new framework combining a discourse-aware Context-Aware Transformer with a dynamically perturbed fox-inspired optimization algorithm achieves significant gains in coherent ...
Squirrel-Inspired Two-Stage Algorithm Sharpens Differential Evolution for Hard Optimization
A new two-stage differential evolution algorithm that borrows the foraging behavior of squirrels outperforms leading optimization methods on standard benchmarks ...
Ice-Inspired Algorithm Gets Smarter, Boosting Monkeypox Prediction Accuracy
Researchers have enhanced a rime-ice-inspired optimization algorithm with four adaptive strategies, achieving superior benchmark results and 95.52 percent accuracy in ...
Swarm Upgrade Helps Mobile Robots Find Shorter, Smoother Paths
Researchers have developed a modified particle swarm optimization algorithm that outperforms eight competing heuristics in mobile robot path planning, cutting ...
White Shark Algorithm Shows Promise for Classifying High-Dimensional Cancer Data
Researchers adapted a swarm intelligence algorithm modeled on great white shark hunting behavior to select the most informative genes from ...
Simulated Annealing Searches Brain-Signal Ensembles, but a Noisy Signal Undercuts It
A new study casts motor-imagery EEG ensemble design as simulated-annealing search over nearly 10^20 graph topologies, and finds that noisy ...
Two-phase swarm algorithm trims medical feature sets without losing accuracy
A sequential hybrid metaheuristic framework combining PSO, HHO, or BSO with the Binary Al-Biruni Earth Radius algorithm produces more compact ...
Bayesian Optimization Outperforms Genetic Algorithms in Geotechnical Foundation Design, Landmark Review Finds
A new systematic review and benchmark study shows that while genetic algorithms and particle swarm optimization remain reliable workhorses, Gaussian ...
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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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