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Evolutionary Algorithms

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TitleStatusHype
Transfer Learning Based Multi-Objective Genetic Algorithm for Dynamic Community DetectionCode1
Unsupervised Resource Allocation with Graph Neural NetworksCode1
Unsupervised Behaviour Discovery with Quality-Diversity OptimisationCode1
JANUS: Parallel Tempered Genetic Algorithm Guided by Deep Neural Networks for Inverse Molecular DesignCode1
HAWKS: Evolving Challenging Benchmark Sets for Cluster AnalysisCode1
A Survey On (Stochastic Fractal Search) AlgorithmCode1
Black-Box Ripper: Copying black-box models using generative evolutionary algorithmsCode1
EpidemiOptim: A Toolbox for the Optimization of Control Policies in Epidemiological ModelsCode1
Competitiveness of MAP-Elites against Proximal Policy Optimization on locomotion tasks in deterministic simulationsCode1
A Study of a Genetic Algorithm for Polydisperse Spray FlamesCode1
Neural Architecture Search in Graph Neural NetworksCode1
IOHanalyzer: Detailed Performance Analyses for Iterative Optimization HeuristicsCode1
Local Search is a Remarkably Strong Baseline for Neural Architecture SearchCode1
Uncrowded Hypervolume-based Multi-objective Optimization with Gene-pool Optimal MixingCode1
NPENAS: Neural Predictor Guided Evolution for Neural Architecture SearchCode1
Rolling Horizon Evolutionary Algorithms for General Video Game PlayingCode1
Differential Evolution with Reversible Linear TransformationsCode1
Procedural Content Generation through Quality DiversityCode1
Tree Search vs Optimization Approaches for Map GenerationCode1
Evolutionary Neural AutoML for Deep LearningCode1
Multi-population GAN Training: Analyzing Co-Evolutionary Algorithms—0
Adversarial attacks to image classification systems using evolutionary algorithms—0
DASViT: Differentiable Architecture Search for Vision Transformer—0
Sensing Accuracy Optimization for Multi-UAV SAR Interferometry with Data Offloading—0
Evolutionary and Coevolutionary Multi-Agent Design Choices and Dynamics—0
LLM-guided Chemical Process Optimization with a Multi-Agent Approach—0
Surrogate-Assisted Evolution for Efficient Multi-branch Connection Design in Deep Neural Networks—0
Synergizing Reinforcement Learning and Genetic Algorithms for Neural Combinatorial Optimization—0
An Efficient Task-Oriented Dialogue Policy: Evolutionary Reinforcement Learning Injected by Elite Individuals—0
Surrogate-Assisted Evolutionary Reinforcement Learning Based on Autoencoder and Hyperbolic Neural Network—0
Integrating Dynamical Systems Learning with Foundational Models: A Meta-Evolutionary AI Framework for Clinical Trials—0
Adapting Novelty towards Generating Antigens for Antivirus systems—0
Graph-Supported Dynamic Algorithm Configuration for Multi-Objective Combinatorial OptimizationCode0
CMA-ES with Radial Basis Function Surrogate for Black-Box Optimization—0
Evolutionary Computation and Large Language Models: A Survey of Methods, Synergies, and Applications—0
Weak Pareto Boundary: The Achilles' Heel of Evolutionary Multi-Objective Optimization—0
MMD-Newton Method for Multi-objective Optimization—0
Multi-parameter Control for the (1+(λ,λ))-GA on OneMax via Deep Reinforcement Learning—0
Randomised Optimism via Competitive Co-Evolution for Matrix Games with Bandit FeedbackCode0
Benchmarking MOEAs for solving continuous multi-objective RL problemsCode0
Quantum-Evolutionary Neural Networks for Multi-Agent Federated Learning—0
Visual Evolutionary Optimization on Combinatorial Problems with Multimodal Large Language Models: A Case Study of Influence Maximization—0
Evolutionary thoughts: integration of large language models and evolutionary algorithmsCode0
Scalable Speed-ups for the SMS-EMOA from a Simple Aging Strategy—0
Proven Approximation Guarantees in Multi-Objective Optimization: SPEA2 Beats NSGA-II—0
Weighted-Scenario Optimisation for the Chance Constrained Travelling Thief Problem—0
A Memetic Algorithm based on Variational Autoencoder for Black-Box Discrete Optimization with Epistasis among Parameters—0
Generate more than one child in your co-evolutionary semi-supervised learning GAN—0
A Comparison-Relationship-Surrogate Evolutionary Algorithm for Multi-Objective Optimization—0
Intelligent4DSE: Optimizing High-Level Synthesis Design Space Exploration with Graph Neural Networks and Large Language Models—0
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