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Evolutionary Algorithms

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TitleStatusHype
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
CMA-ES with Radial Basis Function Surrogate for Black-Box Optimization—0
Graph-Supported Dynamic Algorithm Configuration for Multi-Objective Combinatorial OptimizationCode0
Evolutionary Computation and Large Language Models: A Survey of Methods, Synergies, and Applications—0
MMD-Newton Method for Multi-objective Optimization—0
Weak Pareto Boundary: The Achilles' Heel of Evolutionary Multi-Objective Optimization—0
Benchmarking MOEAs for solving continuous multi-objective RL problemsCode0
Randomised Optimism via Competitive Co-Evolution for Matrix Games with Bandit FeedbackCode0
Multi-parameter Control for the (1+(λ,λ))-GA on OneMax via Deep Reinforcement Learning—0
Quantum-Evolutionary Neural Networks for Multi-Agent Federated Learning—0
Mergenetic: a Simple Evolutionary Model Merging LibraryCode2
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
Evolution Meets Diffusion: Efficient Neural Architecture Generation—0
A Systematic Study on the Design of Odd-Sized Highly Nonlinear Boolean Functions via Evolutionary Algorithms—0
Neuro-Evolutionary Approach to Physics-Aware Symbolic Regression—0
Efficient Design of Compliant Mechanisms Using Multi-Objective Optimization—0
Comparative Analysis of Evolutionary Algorithms for Energy-Aware Production Scheduling—0
RainbowPlus: Enhancing Adversarial Prompt Generation via Evolutionary Quality-Diversity SearchCode1
A Balanced Approach of Rapid Genetic Exploration and Surrogate Exploitation for Hyperparameter Optimization—0
Evolutionary algorithms meet self-supervised learning: a comprehensive survey—0
Controller Distillation Reduces Fragile Brain-Body Co-Adaptation and Enables Migrations in MAP-ElitesCode0
On the Dynamics of Mating Preferences in Genetic Programming—0
GPU-accelerated Evolutionary Many-objective Optimization Using Tensorized NSGA-IIICode3
Defending Deep Neural Networks against Backdoor Attacks via Module Switching—0
LLM-Guided Evolution: An Autonomous Model Optimization for Object Detection—0
Overcoming Deceptiveness in Fitness Optimization with Unsupervised Quality-DiversityCode0
Advancements in Multimodal Differential Evolution: A Comprehensive Review and Future Perspectives—0
MONO2REST: Identifying and Exposing Microservices: a Reusable RESTification Approach—0
Hierarchical Adaptive Expert for Multimodal Sentiment Analysis—0
Multi-objective Pseudo Boolean Functions in Runtime Analysis: A Review—0
Evolutionary Policy Optimization—0
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