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Evolutionary Algorithms

Papers

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TitleStatusHype
Optimistic variants of single-objective bilevel optimization for evolutionary algorithmsCode0
Optimizing groups of colluding strong attackers in mobile urban communication networks with evolutionary algorithmsCode0
A Federated Data-Driven Evolutionary Algorithm for Expensive Multi/Many-objective OptimizationCode0
Overcoming Deceptiveness in Fitness Optimization with Unsupervised Quality-DiversityCode0
Analysis of the Performance of Algorithm Configurators for Search Heuristics with Global Mutation OperatorsCode0
Deep Neural Networks are Easily Fooled: High Confidence Predictions for Unrecognizable ImagesCode0
Covariance Matrix Adaptation Greedy Search Applied to Water Distribution System OptimizationCode0
Controller Distillation Reduces Fragile Brain-Body Co-Adaptation and Enables Migrations in MAP-ElitesCode0
Cycle Mutation: Evolving Permutations via Cycle InductionCode0
Progressive Neural Architecture SearchCode0
A Newton Method for Hausdorff Approximations of the Pareto Front within Multi-objective Evolutionary AlgorithmsCode0
A Tool for the Procedural Generation of Shaders using Interactive Evolutionary AlgorithmsCode0
Continuation Newton methods with deflation techniques for global optimization problemsCode0
ConfigX: Modular Configuration for Evolutionary Algorithms via Multitask Reinforcement LearningCode0
Co-evolutionary multi-task learning for dynamic time series predictionCode0
COIL: Constrained Optimization in Learned Latent Space: Learning Representations for Valid SolutionsCode0
A New Kind of Adversarial ExampleCode0
Regularized Evolution for Image Classifier Architecture SearchCode0
Automatically Proving Mathematical Theorems with Evolutionary Algorithms and Proof AssistantsCode0
Result Diversification by Multi-objective Evolutionary Algorithms with Theoretical GuaranteesCode0
Can Tree Based Approaches Surpass Deep Learning in Anomaly Detection? A Benchmarking StudyCode0
Centralized and Decentralized Control in Modular Robots and Their Effect on MorphologyCode0
How quantum and evolutionary algorithms can help each other: two examplesCode0
Seeking Quality Diversity in Evolutionary Co-design of Morphology and Control of Soft Tensegrity Modular RobotsCode0
Self-Adjusting Evolutionary Algorithms for Multimodal OptimizationCode0
Self-Adjusting Mutation Rates with Provably Optimal Success RulesCode0
Can Evolutionary Sampling Improve Bagged Ensembles?Code0
Coevolutionary Framework for Generalized Multimodal Multi-objective OptimizationCode0
Speeding-up Evolutionary Algorithms to solve Black-Box Optimization ProblemsCode0
Surrogate-assisted evolutionary framework with an ensemble of teaching-learning and differential evolution for expensive optimizationCode0
Continuous Cartesian Genetic Programming based representation for Multi-Objective Neural Architecture SearchCode0
Synthesizing Interpretable Control Policies through Large Language Model Guided SearchCode0
The MOEADr Package - A Component-Based Framework for Multiobjective Evolutionary Algorithms Based on DecompositionCode0
Behavior-based Neuroevolutionary Training in Reinforcement LearningCode0
Breaking Free: How to Hack Safety Guardrails in Black-Box Diffusion Models!Code0
Towards Explainable Real Estate Valuation via Evolutionary AlgorithmsCode0
An Evolutionary Framework for Automatic and Guided Discovery of Algorithms0
An Evolutionary Algorithm of Linear complexity: Application to Training of Deep Neural Networks0
A Hardware-Aware Framework for Accelerating Neural Architecture Search Across Modalities0
An Enhanced Binary Particle-Swarm Optimization (E-BPSO) Algorithm for Service Placement in Hybrid Cloud Platforms0
An electronic-game framework for evaluating coevolutionary algorithms0
A guided journey through non-interactive automatic story generation0
A Constraint Driven Solution Model for Discrete Domains with a Case Study of Exam Timetabling Problems0
BlackDAN: A Black-Box Multi-Objective Approach for Effective and Contextual Jailbreaking of Large Language Models0
An Eigenspace Divide-and-Conquer Approach for Large-Scale Optimization0
Beyond the Hype: Benchmarking LLM-Evolved Heuristics for Bin Packing0
Blending Dynamic Programming with Monte Carlo Simulation for Bounding the Running Time of Evolutionary Algorithms0
An Efficient Task-Oriented Dialogue Policy: Evolutionary Reinforcement Learning Injected by Elite Individuals0
A Genetic Programming System with an Epigenetic Mechanism for Traffic Signal Control0
Beyond Evolutionary Algorithms for Search-based Software Engineering0
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