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Evolutionary Algorithms
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DASViT: Differentiable Architecture Search for Vision Transformer
Adversarial attacks to image classification systems using evolutionary algorithms
Multi-population GAN Training: Analyzing Co-Evolutionary Algorithms
Sensing Accuracy Optimization for Multi-UAV SAR Interferometry with Data Offloading
Evolutionary and Coevolutionary Multi-Agent Design Choices and Dynamics
LLM-guided Chemical Process Optimization with a Multi-Agent Approach
Surrogate-Assisted Evolution for Efficient Multi-branch Connection Design in Deep Neural Networks
Synergizing Reinforcement Learning and Genetic Algorithms for Neural Combinatorial Optimization
An Efficient Task-Oriented Dialogue Policy: Evolutionary Reinforcement Learning Injected by Elite Individuals
Surrogate-Assisted Evolutionary Reinforcement Learning Based on Autoencoder and Hyperbolic Neural Network
Integrating Dynamical Systems Learning with Foundational Models: A Meta-Evolutionary AI Framework for Clinical Trials
Adapting Novelty towards Generating Antigens for Antivirus systems
CMA-ES with Radial Basis Function Surrogate for Black-Box Optimization
Graph-Supported Dynamic Algorithm Configuration for Multi-Objective Combinatorial Optimization
Evolutionary Computation and Large Language Models: A Survey of Methods, Synergies, and Applications
Weak Pareto Boundary: The Achilles' Heel of Evolutionary Multi-Objective Optimization
MMD-Newton Method for Multi-objective Optimization
Multi-parameter Control for the (1+($λ$,$λ$))-GA on OneMax via Deep Reinforcement Learning
Randomised Optimism via Competitive Co-Evolution for Matrix Games with Bandit Feedback
Benchmarking MOEAs for solving continuous multi-objective RL problems
Mergenetic: a Simple Evolutionary Model Merging Library
Quantum-Evolutionary Neural Networks for Multi-Agent Federated Learning
Visual Evolutionary Optimization on Combinatorial Problems with Multimodal Large Language Models: A Case Study of Influence Maximization
Evolutionary thoughts: integration of large language models and evolutionary algorithms
Scalable Speed-ups for the SMS-EMOA from a Simple Aging Strategy
Proven Approximation Guarantees in Multi-Objective Optimization: SPEA2 Beats NSGA-II
Weighted-Scenario Optimisation for the Chance Constrained Travelling Thief Problem
A Memetic Algorithm based on Variational Autoencoder for Black-Box Discrete Optimization with Epistasis among Parameters
Generate more than one child in your co-evolutionary semi-supervised learning GAN
A Comparison-Relationship-Surrogate Evolutionary Algorithm for Multi-Objective Optimization
Intelligent4DSE: Optimizing High-Level Synthesis Design Space Exploration with Graph Neural Networks and Large Language Models
A Systematic Study on the Design of Odd-Sized Highly Nonlinear Boolean Functions via Evolutionary Algorithms
Evolution Meets Diffusion: Efficient Neural Architecture Generation
Efficient Design of Compliant Mechanisms Using Multi-Objective Optimization
Neuro-Evolutionary Approach to Physics-Aware Symbolic Regression
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