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Evolutionary Algorithms

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TitleStatusHype
A Systematic Study on the Design of Odd-Sized Highly Nonlinear Boolean Functions via Evolutionary Algorithms—0
Evolution Meets Diffusion: Efficient Neural Architecture Generation—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
Multi-objective Pseudo Boolean Functions in Runtime Analysis: A Review—0
Evolutionary Policy Optimization—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
Evolutionary Algorithms Approach For Search Based On Semantic Document Similarity—0
Warm Starting of CMA-ES for Contextual Optimization Problems—0
AI-driven materials design: a mini-review—0
Discovering Quality-Diversity Algorithms via Meta-Black-Box Optimization—0
Dominated Novelty Search: Rethinking Local Competition in Quality-DiversityCode0
Degree is Important: On Evolving Homogeneous Boolean Functions—0
Scaling Policy Gradient Quality-Diversity with Massive Parallelization via Behavioral Variations—0
Improving Genetic Programming for Symbolic Regression with Equality GraphsCode0
Stochastic Population Update Provably Needs An Archive in Evolutionary Multi-objective Optimization—0
A Benchmarking Environment for Worker Flexibility in Flexible Job Shop Scheduling Problems—0
Reinforcement learning Based Automated Design of Differential Evolution Algorithm for Black-box Optimization—0
Beyond the Hype: Benchmarking LLM-Evolved Heuristics for Bin Packing—0
Efficient Deep Learning-based Forward Solvers for Brain Tumor Growth ModelsCode0
A RankNet-Inspired Surrogate-Assisted Hybrid Metaheuristic for Expensive Coverage Optimization—0
Multiple-gain Estimation for Running Time of Evolutionary Combinatorial Optimization—0
Pareto Optimization with Robust Evaluation for Noisy Subset Selection—0
Evolutionary Optimization of Physics-Informed Neural Networks: Evo-PINN Frontiers and Opportunities—0
Runtime Analysis of Evolutionary Algorithms for Multiparty Multiobjective Optimization—0
Natural Variational Annealing for Multimodal Optimization—0
ParetoLens: A Visual Analytics Framework for Exploring Solution Sets of Multi-objective Evolutionary Algorithms—0
Resolving the Exploration-Exploitation Dilemma in Evolutionary Algorithms: A Novel Human-Centered Framework—0
Learning Evolution via Optimization Knowledge Adaptation—0
An LLM-Empowered Adaptive Evolutionary Algorithm For Multi-Component Deep Learning Systems—0
QUBE: Enhancing Automatic Heuristic Design via Quality-Uncertainty Balanced EvolutionCode0
Graph Neural Networks Are Evolutionary Algorithms—0
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