| 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 |
| LLM Guided Evolution - The Automation of Models Advancing Models | Mar 18, 2024 | AutoMLDecision Making | CodeCode Available | 1 |
| Explainable Benchmarking for Iterative Optimization Heuristics | Jan 31, 2024 | BenchmarkingEvolutionary Algorithms | CodeCode Available | 1 |
| Single and Multi-Objective Optimization Benchmark Problems Focusing on Human-Powered Aircraft Design | Dec 14, 2023 | Evolutionary Algorithms | CodeCode Available | 1 |
| MToP: A MATLAB Optimization Platform for Evolutionary Multitasking | Dec 13, 2023 | Evolutionary AlgorithmsTransfer Learning | CodeCode Available | 1 |
| Large Language Models as Evolutionary Optimizers | Oct 29, 2023 | Combinatorial OptimizationEvolutionary Algorithms | CodeCode Available | 1 |
| Large Language Model for Multi-objective Evolutionary Optimization | Oct 19, 2023 | Evolutionary AlgorithmsLanguage Modeling | CodeCode Available | 1 |
| Enhancing SAEAs with Unevaluated Solutions: A Case Study of Relation Model for Expensive Optimization | Sep 21, 2023 | Evolutionary AlgorithmsRelation | CodeCode Available | 1 |
| EvoPrompt: Connecting LLMs with Evolutionary Algorithms Yields Powerful Prompt Optimizers | Sep 15, 2023 | Evolutionary Algorithms | CodeCode Available | 1 |
| FedPop: Federated Population-based Hyperparameter Tuning | Aug 16, 2023 | Computational EfficiencyEvolutionary Algorithms | CodeCode Available | 1 |
| Cognitive Evolutionary Search to Select Feature Interactions for Click-Through Rate Prediction | Aug 1, 2023 | Click-Through Rate PredictionEvolutionary Algorithms | CodeCode Available | 1 |
| Accelerating genetic optimization of nonlinear model predictive control by learning optimal search space size | May 14, 2023 | Evolutionary AlgorithmsModel Predictive Control | CodeCode Available | 1 |
| Scaling Multi-Objective Security Games Provably via Space Discretization Based Evolutionary Search | Mar 28, 2023 | Evolutionary Algorithms | CodeCode Available | 1 |
| Pareto Dominance Archive and Coordinated Selection Strategy-Based Many-Objective Optimizer for Protein Structure Prediction | Feb 22, 2023 | Evolutionary AlgorithmsProtein Folding | CodeCode Available | 1 |
| Efficient Generator of Mathematical Expressions for Symbolic Regression | Feb 20, 2023 | Evolutionary Algorithmsregression | CodeCode Available | 1 |
| ELEA -- Build your own Evolutionary Algorithm in your Browser | Feb 13, 2023 | Evolutionary Algorithms | CodeCode Available | 1 |
| Benchmarking Algorithms for Submodular Optimization Problems Using IOHProfiler | Feb 2, 2023 | BenchmarkingEvolutionary Algorithms | CodeCode Available | 1 |
| On Narrative Information and the Distillation of Stories | Nov 22, 2022 | Contrastive LearningEvolutionary Algorithms | CodeCode Available | 1 |
| 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 |
| ERL-Re^2: Efficient Evolutionary Reinforcement Learning with Shared State Representation and Individual Policy Representation | Oct 26, 2022 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Multimodal Multi-objective Optimization: Comparative Study of the State-of-the-Art | Jul 11, 2022 | DiversityEvolutionary Algorithms | CodeCode Available | 1 |
| Optimizing LLVM Pass Sequences with Shackleton: A Linear Genetic Programming Framework | Jan 31, 2022 | Evolutionary Algorithms | CodeCode Available | 1 |
| Training Quantized Deep Neural Networks via Cooperative Coevolution | Dec 23, 2021 | Evolutionary AlgorithmsQuantization | CodeCode Available | 1 |
| Hybrid Self-Attention NEAT: A novel evolutionary approach to improve the NEAT algorithm | Dec 7, 2021 | Atari GamesEvolutionary Algorithms | CodeCode Available | 1 |
