| Maintaining Diversity Provably Helps in Evolutionary Multimodal Optimization | Jun 4, 2024 | DiversityEvolutionary Algorithms | —Unverified | 0 |
| An Archive Can Bring Provable Speed-ups in Multi-Objective Evolutionary Algorithms | Jun 4, 2024 | Evolutionary Algorithms | —Unverified | 0 |
| Learning to Solve Multiresolution Matrix Factorization by Manifold Optimization and Evolutionary Metaheuristics | Jun 1, 2024 | Evolutionary AlgorithmsNode Classification | CodeCode Available | 0 |
| Evolutionary Algorithms for Optimizing Emergency Exit Placement in Indoor Environments | May 28, 2024 | Evolutionary Algorithms | CodeCode Available | 0 |
| A First Look at Kolmogorov-Arnold Networks in Surrogate-assisted Evolutionary Algorithms | May 26, 2024 | Evolutionary AlgorithmsKolmogorov-Arnold Networks | CodeCode Available | 1 |
| Evolutionary Large Language Model for Automated Feature Transformation | May 25, 2024 | Efficient ExplorationEvolutionary Algorithms | CodeCode Available | 1 |
| DendroPy 5: a mature Python library for phylogenetic computing | May 23, 2024 | Evolutionary Algorithms | —Unverified | 0 |
| An Efficient Approach for Solving Expensive Constrained Multiobjective Optimization Problems | May 22, 2024 | Evolutionary AlgorithmsMultiobjective Optimization | —Unverified | 0 |
| Influence Maximization in Hypergraphs using Multi-Objective Evolutionary Algorithms | May 16, 2024 | DiversityEvolutionary Algorithms | CodeCode Available | 0 |
| Enhancing Decision-Making in Optimization through LLM-Assisted Inference: A Neural Networks Perspective | May 12, 2024 | Decision MakingEvolutionary Algorithms | —Unverified | 0 |
| SMARTINI3: Systematic Parametrization of Realistic Multi-Scale Membrane Models via Unsupervised Learning and Multi-Objective Evolutionary Algorithms | May 9, 2024 | Evolutionary AlgorithmsPhilosophy | —Unverified | 0 |
| Large Language Model-Aided Evolutionary Search for Constrained Multiobjective Optimization | May 9, 2024 | Evolutionary AlgorithmsLanguage Modeling | —Unverified | 0 |
| A Newton Method for Hausdorff Approximations of the Pareto Front within Multi-objective Evolutionary Algorithms | May 9, 2024 | Evolutionary Algorithms | CodeCode Available | 0 |
| Genetic Drift Regularization: on preventing Actor Injection from breaking Evolution Strategies | May 7, 2024 | Evolutionary AlgorithmsReinforcement Learning (RL) | —Unverified | 0 |
| Pretrained Optimization Model for Zero-Shot Black Box Optimization | May 6, 2024 | Evolutionary Algorithms | CodeCode Available | 0 |
| Common pitfalls to avoid while using multiobjective optimization in machine learning | May 2, 2024 | Evolutionary AlgorithmsMisconceptions | —Unverified | 0 |
| Optimized Drug Design using Multi-Objective Evolutionary Algorithms with SELFIES | May 1, 2024 | Drug DesignEvolutionary Algorithms | —Unverified | 0 |
| Revolutionizing Traffic Sign Recognition: Unveiling the Potential of Vision Transformers | Apr 29, 2024 | Autonomous VehiclesEvolutionary Algorithms | —Unverified | 0 |
| GEEvo: Game Economy Generation and Balancing with Evolutionary Algorithms | Apr 29, 2024 | Evolutionary Algorithms | CodeCode Available | 0 |
| A Multi-objective Optimization Benchmark Test Suite for Real-time Semantic Segmentation | Apr 25, 2024 | Autonomous DrivingEvolutionary Algorithms | CodeCode Available | 2 |
| LVNS-RAVE: Diversified audio generation with RAVE and Latent Vector Novelty Search | Apr 22, 2024 | Audio GenerationDeep Learning | CodeCode Available | 0 |
| A Survey of Decomposition-Based Evolutionary Multi-Objective Optimization: Part II -- A Data Science Perspective | Apr 22, 2024 | AnatomyDescriptive | —Unverified | 0 |
| Near-Tight Runtime Guarantees for Many-Objective Evolutionary Algorithms | Apr 19, 2024 | Evolutionary Algorithms | —Unverified | 0 |
| Self-Adjusting Evolutionary Algorithms Are Slow on Multimodal Landscapes | Apr 18, 2024 | Evolutionary Algorithms | CodeCode Available | 0 |
| Analysis of Evolutionary Diversity Optimisation for the Maximum Matching Problem | Apr 17, 2024 | DiversityEvolutionary Algorithms | —Unverified | 0 |
