YNU NakataLab.org

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14 repositories

Beta4-UCS
Public
Adapting Rule Representation With Four-Parameter Beta Distributions for Learning Classifier Systems
fuzzy-rules representation-learning learning-classifier-systems evolutionary-rule-based-machine-learning
Julia
•0•1•1•0•Updated Aug 13, 2025Aug 13, 2025
jUCS
Public
A Class Inference Scheme With Dempster-Shafer Theory for Learning Fuzzy-Classifier Systems
fuzzy-rules learning-classifier-systems decision-making-under-uncertainty dempster-shafer-theory evolutionary-rule-based-machine-learning
Julia
•0•1•1•0•Updated Aug 13, 2025Aug 13, 2025
SFA-MFDE
Public
High-Dimensional Expensive Multiobjective Optimization Using a Surrogate-Assisted Multifactorial Evolutionary Algorithm
multi-objective-optimization high-dimensional multifactorial-evolution surrogate-assisted-optimization
MATLAB
•0•0•0•0•Updated Jul 30, 2025Jul 30, 2025
SFA-DE
Public
Evolutionary multiobjective optimization assisted by scalarization function approximation for high-dimensional expensive problems
multi-objective-optimization high-dimensional surrogate-assisted-optimization scalarization-function-approximation
MATLAB
•0•1•0•0•Updated Jul 30, 2025Jul 30, 2025
MOEA-OGS
Public
Oversampling-Guided Search for Evolutionary Multiobjective Optimization
multi-objective-optimization oversampling
MATLAB
•0•0•0•0•Updated Jul 30, 2025Jul 30, 2025
MCEA-D
Public
Multiple Classifiers-Assisted Evolutionary Algorithm Based on Decomposition for High-Dimensional Multiobjective Problems
multi-objective-optimization high-dimensional surrogate-assisted-optimization
MATLAB
•0•2•0•0•Updated Jul 30, 2025Jul 30, 2025
DSEA-D
Public
A Dual Surrogate-based Evolutionary Algorithm for High-Dimensional Expensive Multiobjective Optimization Problems
multi-objective-optimization high-dimensional surrogate-assisted-optimization dual-surrogate-based
MATLAB
•0•1•0•0•Updated Jul 30, 2025Jul 30, 2025
DR-MCEA-D
Public
High-Dimensional Expensive Optimization by Classification-based Multiobjective Evolutionary Algorithm with Dimensionality Reduction
dimensionality-reduction multi-objective-optimization high-dimensional surrogate-assisted-optimization
MATLAB
•0•2•0•0•Updated Jul 30, 2025Jul 30, 2025
GBDTMA
Public
A surrogate-assisted memetic algorithm for permutation-based combinatorial optimization problems
MATLAB
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MIT License
•0•0•0•0•Updated Jul 18, 2025Jul 18, 2025
X-KAN
Public
X-KAN: Optimizing Local Kolmogorov-Arnold Networks via Evolutionary Rule-Based Machine Learning
learning-classifier-systems function-approximation divide-and-conquer xcsf evolutionary-rule-based-machine-learning kolmogorov-arnold-networks
Python
•0•5•0•0•Updated Jul 4, 2025Jul 4, 2025
EBADE
Public
Emulation-based adaptive differential evolution: fast and auto-tunable approach for moderately expensive optimization problems
Python
•0•0•0•0•Updated Oct 22, 2024Oct 22, 2024
SAPO
Public
A Surrogate-assisted Partial Optimization for Expensive Constrained Optimization Problems
MATLAB
•0•2•0•0•Updated Sep 18, 2024Sep 18, 2024
SADE-ATDSC
Public
Surrogate-assisted Differential Evolution with Adaptation of Training Data Selection Criterion
MATLAB
•0•0•0•0•Updated May 12, 2024May 12, 2024
XCS-Theory
Public
Learning Optimality Theory for Accuracy-Based Learning Classifier Systems
learning-classifier-systems xcs evolutionary-rule-based-machine-learning
C#
•1•3•0•0•Updated Aug 13, 2023Aug 13, 2023