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Evolutionary Algorithms

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TitleStatusHype
A New Kind of Adversarial ExampleCode0
Designing Deep Convolutional Neural Networks using a Genetic Algorithm for Image-based Malware Classification—0
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
Evolutionary Time-Use Optimization for Improving Children's Health Outcomes—0
A Survey on Learnable Evolutionary Algorithms for Scalable Multiobjective Optimization—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
Evolution as a Service: A Privacy-Preserving Genetic Algorithm for Combinatorial Optimization—0
Cycle Mutation: Evolving Permutations via Cycle InductionCode0
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
A suite of diagnostic metrics for characterizing selection schemesCode0
Combining Lipschitz and RBF Surrogate Models for High-dimensional Computationally Expensive Problems—0
Run Time Analysis for Random Local Search on Generalized Majority Functions—0
Evolutionary Multi-Armed Bandits with Genetic Thompson SamplingCode0
Reference Vector Adaptation and Mating Selection Strategy via Adaptive Resonance Theory-based Clustering for Many-objective Optimization—0
Analyzing the Impact of Undersampling on the Benchmarking and Configuration of Evolutionary Algorithms—0
Towards a Stronger Theory for Permutation-based Evolutionary Algorithms—0
A collaborative decomposition-based evolutionary algorithm integrating normal and penalty-based boundary intersection for many-objective optimization—0
High-performance Evolutionary Algorithms for Online Neuron ControlCode0
Neural Network Pruning by Cooperative Coevolution—0
Evolutionary Algorithms for Limiting the Effect of Uncertainty for the Knapsack Problem with Stochastic Profits—0
Hard Problems are Easier for Success-based Parameter Control—0
The Compact Genetic Algorithm Struggles on Cliff Functions—0
Effective Mutation Rate Adaptation through Group Elite Selection—0
Distributed Evolution Strategies for Black-box Stochastic Optimization—0
Improving LSHADE by means of a pre-screening mechanismCode0
Reproducibility and Baseline Reporting for Dynamic Multi-objective Benchmark ProblemsCode0
Automatic inference of fault tree models via multi-objective evolutionary algorithms—0
Novelty Driven Evolutionary Neural Architecture SearchCode0
Evolutionary Programmer: Autonomously Creating Path Planning Programs based on Evolutionary AlgorithmsCode0
Efficiently Evolving Swarm Behaviors Using Grammatical Evolution With PPA-style Behavior Trees—0
Surrogate Assisted Evolutionary Multi-objective Optimisation applied to a Pressure Swing Adsorption system—0
Focused Jump-and-Repair Constraint Handling for Fixed-Parameter Tractable Graph Problems Closed Under Induced Subgraphs—0
Intelligent Systematic Investment Agent: an ensemble of deep learning and evolutionary strategies—0
Are Evolutionary Algorithms Safe Optimizers?—0
Running Time Analysis of the Non-dominated Sorting Genetic Algorithm II (NSGA-II) using Binary or Stochastic Tournament Selection—0
Non-Elitist Selection Can Improve the Performance of IraceCode0
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