| Evolutionary Large Language Model for Automated Feature Transformation | May 25, 2024 | Efficient ExplorationEvolutionary Algorithms | CodeCode Available | 1 |
| Evaluation and Efficiency Comparison of Evolutionary Algorithms for Service Placement Optimization in Fog Architectures | Jan 17, 2025 | DiversityEvolutionary Algorithms | CodeCode Available | 1 |
| Evolutionary Neural AutoML for Deep Learning | Feb 18, 2019 | AutoMLDeep Learning | 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 |
| MToP: A MATLAB Optimization Platform for Evolutionary Multitasking | Dec 13, 2023 | Evolutionary AlgorithmsTransfer Learning | CodeCode Available | 1 |
| HAWKS: Evolving Challenging Benchmark Sets for Cluster Analysis | Feb 13, 2021 | BenchmarkingClustering | CodeCode Available | 1 |
| Efficient Generator of Mathematical Expressions for Symbolic Regression | Feb 20, 2023 | Evolutionary Algorithmsregression | CodeCode Available | 1 |
| Large Language Models as Evolutionary Optimizers | Oct 29, 2023 | Combinatorial OptimizationEvolutionary Algorithms | CodeCode Available | 1 |
| Differential Evolution with Reversible Linear Transformations | Feb 7, 2020 | DiversityEvolutionary Algorithms | 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 |
| A Survey On (Stochastic Fractal Search) Algorithm | Jan 25, 2021 | Evolutionary AlgorithmsSurvey | CodeCode Available | 1 |
| A Study of a Genetic Algorithm for Polydisperse Spray Flames | Aug 11, 2020 | Evolutionary 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 |
| Enhancing SAEAs with Unevaluated Solutions: A Case Study of Relation Model for Expensive Optimization | Sep 21, 2023 | Evolutionary AlgorithmsRelation | CodeCode Available | 1 |
| Black-Box Ripper: Copying black-box models using generative evolutionary algorithms | Oct 21, 2020 | Evolutionary Algorithms | CodeCode Available | 1 |
| Competitiveness of MAP-Elites against Proximal Policy Optimization on locomotion tasks in deterministic simulations | Sep 17, 2020 | Evolutionary AlgorithmsReinforcement Learning (RL) | CodeCode Available | 1 |
| EvoPrompt: Connecting LLMs with Evolutionary Algorithms Yields Powerful Prompt Optimizers | Sep 15, 2023 | Evolutionary Algorithms | 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 |
| Training Quantized Deep Neural Networks via Cooperative Coevolution | Dec 23, 2021 | Evolutionary AlgorithmsQuantization | CodeCode Available | 1 |
| A Hardware-Aware Framework for Accelerating Neural Architecture Search Across Modalities | May 19, 2022 | Evolutionary Algorithmsimage-classification | —Unverified | 0 |
| A guided journey through non-interactive automatic story generation | Oct 8, 2021 | Evolutionary AlgorithmsStory Generation | —Unverified | 0 |
| A Constraint Driven Solution Model for Discrete Domains with a Case Study of Exam Timetabling Problems | Feb 8, 2020 | Evolutionary Algorithms | —Unverified | 0 |
| A Genetic Programming System with an Epigenetic Mechanism for Traffic Signal Control | Mar 9, 2019 | Evolutionary AlgorithmsTraffic Signal Control | —Unverified | 0 |
| A General Dichotomy of Evolutionary Algorithms on Monotone Functions | Mar 25, 2018 | Evolutionary Algorithms | —Unverified | 0 |
| Weights Adaptation Optimization of Heterogeneous Epidemic Spreading Networks: A Constrained Cooperative Coevolution Strategy | Jan 3, 2019 | Evolutionary Algorithms | —Unverified | 0 |
| A binary differential evolution algorithm learning from explored solutions | Jan 6, 2014 | Evolutionary Algorithms | —Unverified | 0 |
| A Frequency-based Parent Selection for Reducing the Effect of Evaluation Time Bias in Asynchronous Parallel Multi-objective Evolutionary Algorithms | Jul 26, 2021 | Computational EfficiencyEvolutionary Algorithms | —Unverified | 0 |
| A Framework to Handle Multi-modal Multi-objective Optimization in Decomposition-based Evolutionary Algorithms | Sep 30, 2020 | DiversityEvolutionary Algorithms | —Unverified | 0 |
| A concise method for feature selection via normalized frequencies | Jun 10, 2021 | BIG-bench Machine LearningEvolutionary Algorithms | —Unverified | 0 |
| A Framework for Knowledge Integrated Evolutionary Algorithms | Mar 31, 2021 | Evolutionary Algorithms | —Unverified | 0 |
| A Flexible Evolutionary Algorithm With Dynamic Mutation Rate Archive | Apr 5, 2024 | Evolutionary Algorithms | —Unverified | 0 |
| Utilizing Dependence among Variables in Evolutionary Algorithms for Mixed-Integer Programming: A Case Study on Multi-Objective Constrained Portfolio Optimization | Sep 19, 2019 | Evolutionary AlgorithmsImage Classification | —Unverified | 0 |
| 2019 Evolutionary Algorithms Review | Jun 3, 2019 | Evolutionary Algorithms | —Unverified | 0 |
| On the Behaviour of Differential Evolution for Problems with Dynamic Linear Constraints | Feb 27, 2019 | Evolutionary AlgorithmsTranslation | —Unverified | 0 |
| A First Step Towards Runtime Analysis of Evolutionary Neural Architecture Search | Jan 22, 2024 | Binary ClassificationEvolutionary Algorithms | —Unverified | 0 |
| A First Running Time Analysis of the Strength Pareto Evolutionary Algorithm 2 (SPEA2) | Jun 23, 2024 | 2kEvolutionary Algorithms | —Unverified | 0 |
| A Comprehensive Survey on Multi-Agent Cooperative Decision-Making: Scenarios, Approaches, Challenges and Perspectives | Mar 17, 2025 | Autonomous DrivingDecision Making | —Unverified | 0 |
| A First Analysis of Kernels for Kriging-based Optimization in Hierarchical Search Spaces | Jul 3, 2018 | Evolutionary Algorithms | —Unverified | 0 |
| A Complete Characterization of Statistical Query Learning with Applications to Evolvability | Feb 16, 2010 | Evolutionary AlgorithmsPAC learning | —Unverified | 0 |
| A Bandit Approach with Evolutionary Operators for Model Selection | Feb 7, 2024 | Evolutionary Algorithmsimage-classification | —Unverified | 0 |
| A Comparison-Relationship-Surrogate Evolutionary Algorithm for Multi-Objective Optimization | Apr 28, 2025 | Evolutionary Algorithms | —Unverified | 0 |
| A Feature-Based Comparison of Evolutionary Computing Techniques for Constrained Continuous Optimisation | Sep 23, 2015 | Evolutionary Algorithms | —Unverified | 0 |
| A Balanced Approach of Rapid Genetic Exploration and Surrogate Exploitation for Hyperparameter Optimization | Apr 10, 2025 | Evolutionary AlgorithmsHyperparameter Optimization | —Unverified | 0 |
| Analysis of Evolutionary Algorithms on Fitness Function with Time-linkage Property | Apr 26, 2020 | Evolutionary Algorithms | —Unverified | 0 |
| Analysis of Evolutionary Algorithms in Dynamic and Stochastic Environments | Jun 22, 2018 | Evolutionary Algorithms | —Unverified | 0 |
| A Feature-Based Analysis on the Impact of Set of Constraints for e-Constrained Differential Evolution | Jun 23, 2015 | Evolutionary Algorithms | —Unverified | 0 |
| Analysis of Baseline Evolutionary Algorithms for the Packing While Travelling Problem | Feb 13, 2019 | Evolutionary Algorithms | —Unverified | 0 |
| Analysis of Evolutionary Diversity Optimisation for the Maximum Matching Problem | Apr 17, 2024 | DiversityEvolutionary Algorithms | —Unverified | 0 |
| Analysing the Robustness of NSGA-II under Noise | Jun 7, 2023 | Evolutionary Algorithms | —Unverified | 0 |