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Evolutionary Algorithms

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TitleStatusHype
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
Efficient Design of Compliant Mechanisms Using Multi-Objective Optimization—0
Neuro-Evolutionary Approach to Physics-Aware Symbolic Regression—0
Comparative Analysis of Evolutionary Algorithms for Energy-Aware Production Scheduling—0
A Balanced Approach of Rapid Genetic Exploration and Surrogate Exploitation for Hyperparameter Optimization—0
Controller Distillation Reduces Fragile Brain-Body Co-Adaptation and Enables Migrations in MAP-ElitesCode0
Evolutionary algorithms meet self-supervised learning: a comprehensive survey—0
Defending Deep Neural Networks against Backdoor Attacks via Module Switching—0
On the Dynamics of Mating Preferences in Genetic Programming—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
Evolutionary Policy Optimization—0
Multi-objective Pseudo Boolean Functions in Runtime Analysis: A Review—0
Personalized Language Models via Privacy-Preserving Evolutionary Model Merging—0
A Comprehensive Survey on Multi-Agent Cooperative Decision-Making: Scenarios, Approaches, Challenges and Perspectives—0
Island-Based Evolutionary Computation with Diverse Surrogates and Adaptive Knowledge Transfer for High-Dimensional Data-Driven OptimizationCode0
PAIR: A Novel Large Language Model-Guided Selection Strategy for Evolutionary AlgorithmsCode0
Impact of Surrogate Model Accuracy on Performance and Model Management Strategy in Surrogate-Assisted Evolutionary Algorithms—0
Estimation of total body fat using symbolic regression and evolutionary algorithms—0
Evolving Form and Function: Dual-Objective Optimization in Neural Symbolic Regression NetworksCode0
A Weight Adaptation Trigger Mechanism in Decomposition-based Evolutionary Multi-Objective Optimisation—0
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