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Evolutionary Algorithms

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TitleStatusHype
Reachability Analysis for Lexicase Selection via Community Assembly Graphs—0
POCKET: Pruning Random Convolution Kernels for Time Series Classification from a Feature Selection PerspectiveCode0
EvoPrompt: Connecting LLMs with Evolutionary Algorithms Yields Powerful Prompt OptimizersCode1
Using Evolutionary Algorithms to Find Cache-Friendly Generalized Morton Layouts for Arrays—0
Drift Analysis with Fitness Levels for Elitist Evolutionary Algorithms—0
Reinforcement Learning-assisted Evolutionary Algorithm: A Survey and Research Opportunities—0
FedPop: Federated Population-based Hyperparameter TuningCode1
FastAiAlloc: A real-time multi-resources allocation framework proposal based on predictive model and multiple optimization strategiesCode0
Asynchronous Evolution of Deep Neural Network Architectures—0
Evolutionary Multi-objective Optimisation in Neurotrajectory Prediction—0
Cognitive Evolutionary Search to Select Feature Interactions for Click-Through Rate PredictionCode1
Multiobjective Evolutionary Component Effect on Algorithm behavior—0
Improved Solution Search Performance of Constrained MOEA/D Hybridizing Directional Mating and Local Mating—0
Many-objective Optimization via Voting for ElitesCode0
Improving Time and Memory Efficiency of Genetic Algorithms by Storing Populations as Minimum Spanning Trees of PatchesCode0
Evolutionary Strategy Guided Reinforcement Learning via MultiBuffer Communication—0
A Melting Pot of Evolution and Learning—0
Analysing the Robustness of NSGA-II under Noise—0
Phylogeny-informed fitness estimation—0
Exploring the effects of robotic design on learning and neural controlCode0
Efficient automatic design of robots—0
Representation-agnostic distance-driven perturbation for optimizing ill-conditioned problems—0
Continuous Cartesian Genetic Programming based representation for Multi-Objective Neural Architecture SearchCode0
Stochastic Population Update Can Provably Be Helpful in Multi-Objective Evolutionary Algorithms—0
Bayesian Decision Trees Inspired from Evolutionary Algorithms—0
A Fitness-assignment Method for Evolutionary Constrained Multi-objective Optimization—0
On the Impact of Operators and Populations within Evolutionary Algorithms for the Dynamic Weighted Traveling Salesperson Problem—0
Analysis of the (1+1) EA on LeadingOnes with Constraints—0
Non-Elitist Evolutionary Multi-Objective Optimisation: Proof-of-Principle Results—0
The First Proven Performance Guarantees for the Non-Dominated Sorting Genetic Algorithm II (NSGA-II) on a Combinatorial Optimization Problem—0
Vector Autoregressive Evolution for Dynamic Multi-Objective Optimisation—0
Evolutionary Algorithms in the Light of SGD: Limit Equivalence, Minima Flatness, and Transfer Learning—0
Evolutionary Diversity Optimisation in Constructing Satisfying Assignments—0
Runtime Analyses of Multi-Objective Evolutionary Algorithms in the Presence of Noise—0
Limit-behavior of a hybrid evolutionary algorithm for the Hasofer-Lind reliability index problem—0
Accelerating genetic optimization of nonlinear model predictive control by learning optimal search space sizeCode1
Multi-Value Alignment in Normative Multi-Agent System: Evolutionary Optimisation Approach—0
Theoretical Analyses of Evolutionary Algorithms on Time-Linkage OneMax with General Weights—0
Fast Pareto Optimization Using Sliding Window Selection—0
Larger Offspring Populations Help the (1 + (λ, λ)) Genetic Algorithm to Overcome the Noise—0
Initial Steps Towards Tackling High-dimensional Surrogate Modeling for Neuroevolution Using Kriging Partial Least Squares—0
A Line Complex-Based Evolutionary Algorithm for Many-Objective Optimization—0
Diffusion Probabilistic Model Based Accurate and High-Degree-of-Freedom Metasurface Inverse Design—0
How Well Does the Metropolis Algorithm Cope With Local Optima?Code0
How the Move Acceptance Hyper-Heuristic Copes With Local Optima: Drastic Differences Between Jumps and Cliffs—0
Controllable Neural Symbolic Regression—0
Rank-Based Learning and Local Model Based Evolutionary Algorithm for High-Dimensional Expensive Multi-Objective ProblemsCode0
Analysing Equilibrium States for Population Diversity—0
Evolving Constrained Reinforcement Learning PolicyCode0
DECN: Evolution Inspired Deep Convolution Network for Black-box Optimization—0
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