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Evolutionary Algorithms

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TitleStatusHype
Information retrieval system using evolutionary algorithms—0
ERL-Re^2: Efficient Evolutionary Reinforcement Learning with Shared State Representation and Individual Policy RepresentationCode1
Shortest Edit Path Crossover: A Theory-driven Solution to the Permutation Problem in Evolutionary Neural Architecture SearchCode0
Sub-network Multi-objective Evolutionary Algorithm for Filter Pruning—0
A Secure Federated Data-Driven Evolutionary Multi-objective Optimization Algorithm—0
E2R: a Hierarchical-Learning inspired Novelty-Search method to generate diverse repertoires of grasping trajectories—0
Accelerating the Evolutionary Algorithms by Gaussian Process Regression with ε-greedy acquisition function—0
Multi-objective optimization via equivariant deep hypervolume approximationCode0
Evolution is Still Good: Theoretical Analysis of Evolutionary Algorithms on General Cover Problems—0
NeuroEvo: A Cloud-based Platform for Automated Design and Training of Neural Networks using Evolutionary and Particle Swarm Algorithms—0
Comparative Study of Q-Learning and NeuroEvolution of Augmenting Topologies for Self Driving Agents—0
Evolutionary Deep Reinforcement Learning Using Elite Buffer: A Novel Approach Towards DRL Combined with EA in Continuous Control Tasks—0
Diversity and Novelty MasterPrints: Generating Multiple DeepMasterPrints for Increased User Coverage—0
Fast Re-Optimization of LeadingOnes with Frequent ChangesCode0
What to Prune and What Not to Prune at Initialization—0
Understandable Controller Extraction from Video Observations of Swarms—0
Accelerating differential evolution algorithm with Gaussian sampling based on estimating the convergence points—0
Evolving the MCTS Upper Confidence Bounds for Trees Using a Semantic-inspired Evolutionary Algorithm in the Game of Carcassonne—0
Differential evolution variants for Searching D- and A-optimal designs—0
Enhanced Opposition Differential Evolution Algorithm for Multimodal Optimization—0
A multiplicity-preserving crossover operator on graphs. Extended version—0
Runtime Analysis of the (1+1) EA on Weighted Sums of Transformed Linear Functions—0
Evolutionary bagging for ensemble learningCode0
A New Kind of Adversarial ExampleCode0
Designing Deep Convolutional Neural Networks using a Genetic Algorithm for Image-based Malware Classification—0
Multimodal Multi-objective Optimization: Comparative Study of the State-of-the-ArtCode1
Assessing Ranking and Effectiveness of Evolutionary Algorithm Hyperparameters Using Global Sensitivity Analysis MethodologiesCode0
Quantum compression with classically simulatable circuits—0
Runtime Analysis for Permutation-based Evolutionary Algorithms—0
Runtime Analysis of Competitive co-Evolutionary Algorithms for Maximin Optimisation of a Bilinear Function—0
Emergence of Novelty in Evolutionary Algorithms—0
Centralized and Decentralized Control in Modular Robots and Their Effect on MorphologyCode0
A Survey on Learnable Evolutionary Algorithms for Scalable Multiobjective Optimization—0
Evolutionary Time-Use Optimization for Improving Children's Health Outcomes—0
Quantum-Enhanced Selection Operators for Evolutionary Algorithms—0
Multi-Objective Hyperparameter Optimization in Machine Learning -- An Overview—0
Automated Circuit Sizing with Multi-objective Optimization based on Differential Evolution and Bayesian Inference—0
Bandit Theory and Thompson Sampling-Guided Directed Evolution for Sequence Optimization—0
An Effective and Efficient Evolutionary Algorithm for Many-Objective Optimization—0
Cycle Mutation: Evolving Permutations via Cycle InductionCode0
Evolution as a Service: A Privacy-Preserving Genetic Algorithm for Combinatorial Optimization—0
Comparing the Digital Annealer with Classical Evolutionary Algorithm—0
Balancing Exploration and Exploitation for Solving Large-scale Multiobjective Optimization via Attention Mechanism—0
A Hardware-Aware Framework for Accelerating Neural Architecture Search Across Modalities—0
Evolutionary optimization of the Verlet closure relation for the hard-sphere and square-well fluids—0
Neuroevolutionary Multi-objective approaches to Trajectory Prediction in Autonomous Vehicles—0
Seeding Diversity into AI Art—0
Combining Lipschitz and RBF Surrogate Models for High-dimensional Computationally Expensive Problems—0
A suite of diagnostic metrics for characterizing selection schemesCode0
Run Time Analysis for Random Local Search on Generalized Majority Functions—0
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