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Evolutionary Algorithms

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TitleStatusHype
Phylogeny-informed fitness estimation—0
Phylogeny-Informed Interaction Estimation Accelerates Co-Evolutionary Learning—0
Evolutionary Optimization of Physics-Informed Neural Networks: Evo-PINN Frontiers and Opportunities—0
PlatEMO: A MATLAB Platform for Evolutionary Multi-Objective Optimization—0
PMBO: Enhancing Black-Box Optimization through Multivariate Polynomial Surrogates—0
Pointer Networks Trained Better via Evolutionary Algorithms—0
Policy Search in Continuous Action Domains: an Overview—0
Populations can be essential in tracking dynamic optima—0
Population Seeding Techniques for Rolling Horizon Evolution in General Video Game Playing—0
Power law dynamics in genealogical graphs—0
Power System Resource Expansion Planning—0
Precise Runtime Analysis for Plateau Functions—0
Predicting the Score of Atomic Candidate OWL Class Axioms—0
Pre-Evolved Model for Complex Multi-objective Optimization Problems—0
Preparing for the Unexpected: Diversity Improves Planning Resilience in Evolutionary Algorithms—0
Preselection via Classification: A Case Study on Evolutionary Multiobjective Optimization—0
Projection pursuit based on Gaussian mixtures and evolutionary algorithms—0
Promoting Semantics in Multi-objective Genetic Programming based on Decomposition—0
Proposition of a Theoretical Model for Missing Data Imputation using Deep Learning and Evolutionary Algorithms—0
Proven Approximation Guarantees in Multi-Objective Optimization: SPEA2 Beats NSGA-II—0
Diversity Policy Gradient for Sample Efficient Quality-Diversity Optimization—0
Quality and Computation Time in Optimization Problems—0
Quality and Diversity in Evolutionary Modular Robotics—0
Quality-Diversity Algorithms Can Provably Be Helpful for Optimization—0
Quantum compression with classically simulatable circuits—0
Quantum-Enhanced Selection Operators for Evolutionary Algorithms—0
Quantum-Evolutionary Neural Networks for Multi-Agent Federated Learning—0
Quantum-inspired evolutionary algorithms: a survey and empirical study—0
Quantum-Inspired Evolutionary Algorithms for Feature Subset Selection: A Comprehensive Survey—0
Qubit-Wise Architecture Search Method for Variational Quantum Circuits—0
Reachability Analysis for Lexicase Selection via Community Assembly Graphs—0
Real Evaluations Tractability using Continuous Goal-Directed Actions in Smart City Applications—0
Real-Valued Evolutionary Multi-Modal Optimization driven by Hill-Valley Clustering—0
Reaserchnig the Development of the Electrical Power System Using Systemically Evolutionary Algorithm—0
Recent Developments in Program Synthesis with Evolutionary Algorithms—0
Recruitment-imitation Mechanism for Evolutionary Reinforcement Learning—0
Reducing the Computational Cost in Multi-objective Evolutionary Algorithms by Filtering Worthless Individuals—0
Reference Vector Adaptation and Mating Selection Strategy via Adaptive Resonance Theory-based Clustering for Many-objective Optimization—0
Regularized Evolutionary Algorithm for Dynamic Neural Topology Search—0
Reinforcement-Enhanced Autoregressive Feature Transformation: Gradient-steered Search in Continuous Space for Postfix Expressions—0
Reinforcement Learning-assisted Evolutionary Algorithm: A Survey and Research Opportunities—0
Evolutionary Multi-Armed Bandits with Genetic Thompson SamplingCode0
Multi-objective optimization via equivariant deep hypervolume approximationCode0
Can Tree Based Approaches Surpass Deep Learning in Anomaly Detection? A Benchmarking StudyCode0
Overcoming Deceptiveness in Fitness Optimization with Unsupervised Quality-DiversityCode0
PAIR: A Novel Large Language Model-Guided Selection Strategy for Evolutionary AlgorithmsCode0
A Continuous Optimisation Benchmark Suite from Neural Network RegressionCode0
Intentional Computational Level DesignCode0
Synergizing Quality-Diversity with Descriptor-Conditioned Reinforcement LearningCode0
Regularized Evolution for Image Classifier Architecture SearchCode0
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