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Evolutionary Algorithms

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TitleStatusHype
Deep Learning-Based Operators for Evolutionary Algorithms—0
Sliding Window Bi-Objective Evolutionary Algorithms for Optimizing Chance-Constrained Monotone Submodular Functions—0
Local Optima in Diversity Optimization: Non-trivial Offspring Population is Essential—0
RoboMorph: Evolving Robot Morphology using Large Language Models—0
Tail Bounds on the Runtime of Categorical Compact Genetic Algorithm—0
A Two-stage Evolutionary Framework For Multi-objective Optimization—0
Decomposition of Difficulties in Complex Optimization Problems Using a Bilevel Approach—0
Leveraging Latent Evolutionary Optimization for Targeted Molecule Generation—0
Multi-task multi-constraint differential evolution with elite-guided knowledge transfer for coal mine integrated energy system dispatching—0
Surrogate-assisted evolutionary framework with an ensemble of teaching-learning and differential evolution for expensive optimizationCode0
Efficient Evolutionary Search Over Chemical Space with Large Language ModelsCode2
A First Running Time Analysis of the Strength Pareto Evolutionary Algorithm 2 (SPEA2)—0
Effective Adaptive Mutation Rates for Program Synthesis—0
Learning to Transfer for Evolutionary Multitasking—0
EvoAgent: Towards Automatic Multi-Agent Generation via Evolutionary AlgorithmsCode2
Archive-based Single-Objective Evolutionary Algorithms for Submodular Optimization—0
Knowledge Fusion By Evolving Weights of Language ModelsCode1
Large Language Models as Surrogate Models in Evolutionary Algorithms: A Preliminary StudyCode1
Interpreting Multi-objective Evolutionary Algorithms via Sokoban Level Generation—0
Autonomous Multi-Objective Optimization Using Large Language Model—0
Meta-Learning an Evolvable Developmental EncodingCode0
Detection-Rate-Emphasized Multi-objective Evolutionary Feature Selection for Network Intrusion Detection—0
Conserving Human Creativity with Evolutionary Generative Algorithms: A Case Study in Music Generation—0
Accelerating evolutionary exploration through language model-based transfer learning—0
Toward Artificial Open-Ended Evolution within Lenia using Quality-Diversity—0
Maintaining Diversity Provably Helps in Evolutionary Multimodal Optimization—0
An Archive Can Bring Provable Speed-ups in Multi-Objective Evolutionary Algorithms—0
Learning to Solve Multiresolution Matrix Factorization by Manifold Optimization and Evolutionary MetaheuristicsCode0
Evolutionary Algorithms for Optimizing Emergency Exit Placement in Indoor EnvironmentsCode0
A First Look at Kolmogorov-Arnold Networks in Surrogate-assisted Evolutionary AlgorithmsCode1
Evolutionary Large Language Model for Automated Feature TransformationCode1
DendroPy 5: a mature Python library for phylogenetic computing—0
An Efficient Approach for Solving Expensive Constrained Multiobjective Optimization Problems—0
Influence Maximization in Hypergraphs using Multi-Objective Evolutionary AlgorithmsCode0
Enhancing Decision-Making in Optimization through LLM-Assisted Inference: A Neural Networks Perspective—0
SMARTINI3: Systematic Parametrization of Realistic Multi-Scale Membrane Models via Unsupervised Learning and Multi-Objective Evolutionary Algorithms—0
Large Language Model-Aided Evolutionary Search for Constrained Multiobjective Optimization—0
A Newton Method for Hausdorff Approximations of the Pareto Front within Multi-objective Evolutionary AlgorithmsCode0
Genetic Drift Regularization: on preventing Actor Injection from breaking Evolution Strategies—0
Pretrained Optimization Model for Zero-Shot Black Box OptimizationCode0
Common pitfalls to avoid while using multiobjective optimization in machine learning—0
Optimized Drug Design using Multi-Objective Evolutionary Algorithms with SELFIES—0
Revolutionizing Traffic Sign Recognition: Unveiling the Potential of Vision Transformers—0
GEEvo: Game Economy Generation and Balancing with Evolutionary AlgorithmsCode0
A Multi-objective Optimization Benchmark Test Suite for Real-time Semantic SegmentationCode2
LVNS-RAVE: Diversified audio generation with RAVE and Latent Vector Novelty SearchCode0
A Survey of Decomposition-Based Evolutionary Multi-Objective Optimization: Part II -- A Data Science Perspective—0
Near-Tight Runtime Guarantees for Many-Objective Evolutionary Algorithms—0
Self-Adjusting Evolutionary Algorithms Are Slow on Multimodal LandscapesCode0
Analysis of Evolutionary Diversity Optimisation for the Maximum Matching Problem—0
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