| Deep Learning-Based Operators for Evolutionary Algorithms | Jul 15, 2024 | DecoderDeep Learning | —Unverified | 0 |
| Sliding Window Bi-Objective Evolutionary Algorithms for Optimizing Chance-Constrained Monotone Submodular Functions | Jul 13, 2024 | Evolutionary Algorithms | —Unverified | 0 |
| Local Optima in Diversity Optimization: Non-trivial Offspring Population is Essential | Jul 12, 2024 | DiversityEvolutionary Algorithms | —Unverified | 0 |
| RoboMorph: Evolving Robot Morphology using Large Language Models | Jul 11, 2024 | Evolutionary AlgorithmsNavigate | —Unverified | 0 |
| Tail Bounds on the Runtime of Categorical Compact Genetic Algorithm | Jul 10, 2024 | Evolutionary Algorithms | —Unverified | 0 |
| A Two-stage Evolutionary Framework For Multi-objective Optimization | Jul 9, 2024 | DiversityEvolutionary Algorithms | —Unverified | 0 |
| Decomposition of Difficulties in Complex Optimization Problems Using a Bilevel Approach | Jul 3, 2024 | Bilevel OptimizationEvolutionary Algorithms | —Unverified | 0 |
| Leveraging Latent Evolutionary Optimization for Targeted Molecule Generation | Jul 2, 2024 | Drug DesignDrug Discovery | —Unverified | 0 |
| Multi-task multi-constraint differential evolution with elite-guided knowledge transfer for coal mine integrated energy system dispatching | Jun 29, 2024 | DiversityEvolutionary Algorithms | —Unverified | 0 |
| Surrogate-assisted evolutionary framework with an ensemble of teaching-learning and differential evolution for expensive optimization | Jun 28, 2024 | DiversityEvolutionary Algorithms | CodeCode Available | 0 |
| Efficient Evolutionary Search Over Chemical Space with Large Language Models | Jun 23, 2024 | Drug DesignEvolutionary Algorithms | CodeCode Available | 2 |
| A First Running Time Analysis of the Strength Pareto Evolutionary Algorithm 2 (SPEA2) | Jun 23, 2024 | 2kEvolutionary Algorithms | —Unverified | 0 |
| Effective Adaptive Mutation Rates for Program Synthesis | Jun 23, 2024 | Evolutionary AlgorithmsProgram Synthesis | —Unverified | 0 |
| Learning to Transfer for Evolutionary Multitasking | Jun 20, 2024 | Evolutionary AlgorithmsTransfer Learning | —Unverified | 0 |
| EvoAgent: Towards Automatic Multi-Agent Generation via Evolutionary Algorithms | Jun 20, 2024 | Evolutionary Algorithms | CodeCode Available | 2 |
| Archive-based Single-Objective Evolutionary Algorithms for Submodular Optimization | Jun 19, 2024 | Combinatorial OptimizationEvolutionary Algorithms | —Unverified | 0 |
| Knowledge Fusion By Evolving Weights of Language Models | Jun 18, 2024 | DecoderEvolutionary Algorithms | CodeCode Available | 1 |
| Interpreting Multi-objective Evolutionary Algorithms via Sokoban Level Generation | Jun 15, 2024 | DiversityEvolutionary Algorithms | —Unverified | 0 |
| Large Language Models as Surrogate Models in Evolutionary Algorithms: A Preliminary Study | Jun 15, 2024 | Evolutionary Algorithms | CodeCode Available | 1 |
| Autonomous Multi-Objective Optimization Using Large Language Model | Jun 13, 2024 | Evolutionary AlgorithmsLanguage Modeling | —Unverified | 0 |
| Meta-Learning an Evolvable Developmental Encoding | Jun 13, 2024 | DiversityEvolutionary Algorithms | CodeCode Available | 0 |
| Detection-Rate-Emphasized Multi-objective Evolutionary Feature Selection for Network Intrusion Detection | Jun 13, 2024 | Evolutionary Algorithmsfeature selection | —Unverified | 0 |
| Conserving Human Creativity with Evolutionary Generative Algorithms: A Case Study in Music Generation | Jun 9, 2024 | Evolutionary AlgorithmsMusic Generation | —Unverified | 0 |
| Accelerating evolutionary exploration through language model-based transfer learning | Jun 7, 2024 | Evolutionary AlgorithmsLanguage Modeling | —Unverified | 0 |
| Toward Artificial Open-Ended Evolution within Lenia using Quality-Diversity | Jun 6, 2024 | DiversityEvolutionary Algorithms | —Unverified | 0 |
