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Evolutionary Algorithms

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TitleStatusHype
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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