| Large Language Model for Multi-objective Evolutionary Optimization | Oct 19, 2023 | Evolutionary AlgorithmsLanguage Modeling | CodeCode Available | 1 | 5 |
| A First Look at Kolmogorov-Arnold Networks in Surrogate-assisted Evolutionary Algorithms | May 26, 2024 | Evolutionary AlgorithmsKolmogorov-Arnold Networks | CodeCode Available | 1 | 5 |
| Efficient Generator of Mathematical Expressions for Symbolic Regression | Feb 20, 2023 | Evolutionary Algorithmsregression | CodeCode Available | 1 | 5 |
| ELEA -- Build your own Evolutionary Algorithm in your Browser | Feb 13, 2023 | Evolutionary Algorithms | CodeCode Available | 1 | 5 |
| Explainable Benchmarking for Iterative Optimization Heuristics | Jan 31, 2024 | BenchmarkingEvolutionary Algorithms | CodeCode Available | 1 | 5 |
| ERL-Re^2: Efficient Evolutionary Reinforcement Learning with Shared State Representation and Individual Policy Representation | Oct 26, 2022 | continuous-controlContinuous Control | CodeCode Available | 1 | 5 |
| Evaluation and Efficiency Comparison of Evolutionary Algorithms for Service Placement Optimization in Fog Architectures | Jan 17, 2025 | DiversityEvolutionary Algorithms | CodeCode Available | 1 | 5 |
| EVOS: Efficient Implicit Neural Training via EVOlutionary Selector | Dec 13, 2024 | Evolutionary AlgorithmsSelection bias | CodeCode Available | 1 | 5 |
| Unsupervised Behaviour Discovery with Quality-Diversity Optimisation | Jun 10, 2021 | Dimensionality ReductionDiversity | CodeCode Available | 1 | 5 |
| Unsupervised Resource Allocation with Graph Neural Networks | Jun 17, 2021 | AstronomyEvolutionary Algorithms | CodeCode Available | 1 | 5 |
| HAWKS: Evolving Challenging Benchmark Sets for Cluster Analysis | Feb 13, 2021 | BenchmarkingClustering | CodeCode Available | 1 | 5 |
| Evolutionary Large Language Model for Automated Feature Transformation | May 25, 2024 | Efficient ExplorationEvolutionary Algorithms | CodeCode Available | 1 | 5 |
| Large Language Models as Evolutionary Optimizers | Oct 29, 2023 | Combinatorial OptimizationEvolutionary Algorithms | CodeCode Available | 1 | 5 |
| Multi-objective optimization via evolutionary algorithm (MOVEA) for high-definition transcranial electrical stimulation of the human brain | Nov 10, 2022 | Evolutionary Algorithms | CodeCode Available | 1 | 5 |
| Reward-Guided Iterative Refinement in Diffusion Models at Test-Time with Applications to Protein and DNA Design | Feb 20, 2025 | DenoisingEvolutionary Algorithms | CodeCode Available | 1 | 5 |
| FedPop: Federated Population-based Hyperparameter Tuning | Aug 16, 2023 | Computational EfficiencyEvolutionary Algorithms | CodeCode Available | 1 | 5 |
| Hybrid Self-Attention NEAT: A novel evolutionary approach to improve the NEAT algorithm | Dec 7, 2021 | Atari GamesEvolutionary Algorithms | CodeCode Available | 1 | 5 |
| A Study of a Genetic Algorithm for Polydisperse Spray Flames | Aug 11, 2020 | Evolutionary Algorithms | CodeCode Available | 1 | 5 |
| A Survey On (Stochastic Fractal Search) Algorithm | Jan 25, 2021 | Evolutionary AlgorithmsSurvey | CodeCode Available | 1 | 5 |
| JANUS: Parallel Tempered Genetic Algorithm Guided by Deep Neural Networks for Inverse Molecular Design | Jun 7, 2021 | Active LearningEvolutionary Algorithms | CodeCode Available | 1 | 5 |
| Evolutionary learning of interpretable decision trees | Dec 14, 2020 | Evolutionary AlgorithmsOpenAI Gym | CodeCode Available | 0 | 5 |
| Evolutionary Algorithms for Optimizing Emergency Exit Placement in Indoor Environments | May 28, 2024 | Evolutionary Algorithms | CodeCode Available | 0 | 5 |
| Evolutionary Algorithms for Designing Reversible Cellular Automata | May 25, 2021 | Evolutionary Algorithms | CodeCode Available | 0 | 5 |
| Evolutionary bagging for ensemble learning | Aug 4, 2022 | BIG-bench Machine LearningDiversity | CodeCode Available | 0 | 5 |
| Evolutionary Multi-Armed Bandits with Genetic Thompson Sampling | Apr 26, 2022 | Decision MakingEvolutionary Algorithms | CodeCode Available | 0 | 5 |
