| Single and Multi-Objective Optimization Benchmark Problems Focusing on Human-Powered Aircraft Design | Dec 14, 2023 | Evolutionary Algorithms | 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 |
| Large Language Model for Multi-objective Evolutionary Optimization | Oct 19, 2023 | Evolutionary AlgorithmsLanguage Modeling | CodeCode Available | 1 | 5 |
| Efficient Generator of Mathematical Expressions for Symbolic Regression | Feb 20, 2023 | Evolutionary Algorithmsregression | CodeCode Available | 1 | 5 |
| IOHanalyzer: Detailed Performance Analyses for Iterative Optimization Heuristics | Jul 8, 2020 | Bayesian OptimizationBenchmarking | CodeCode Available | 1 | 5 |
| EpidemiOptim: A Toolbox for the Optimization of Control Policies in Epidemiological Models | Oct 9, 2020 | Deep Reinforcement LearningEpidemiology | CodeCode Available | 1 | 5 |
| Tree Search vs Optimization Approaches for Map Generation | Mar 27, 2019 | Evolutionary Algorithmsglobal-optimization | 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 |
| A Study of a Genetic Algorithm for Polydisperse Spray Flames | Aug 11, 2020 | Evolutionary Algorithms | 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 |
| EVOS: Efficient Implicit Neural Training via EVOlutionary Selector | Dec 13, 2024 | Evolutionary AlgorithmsSelection bias | CodeCode Available | 1 | 5 |
| What if Eye...? Computationally Recreating Vision Evolution | Jan 25, 2025 | Evolutionary Algorithms | CodeCode Available | 1 | 5 |
| Explainable Benchmarking for Iterative Optimization Heuristics | Jan 31, 2024 | BenchmarkingEvolutionary Algorithms | CodeCode Available | 1 | 5 |
| Evolutionary Neural AutoML for Deep Learning | Feb 18, 2019 | AutoMLDeep Learning | CodeCode Available | 1 | 5 |
| FedPop: Federated Population-based Hyperparameter Tuning | Aug 16, 2023 | Computational EfficiencyEvolutionary Algorithms | CodeCode Available | 1 | 5 |
| Knowledge Fusion By Evolving Weights of Language Models | Jun 18, 2024 | DecoderEvolutionary Algorithms | CodeCode Available | 1 | 5 |
| MToP: A MATLAB Optimization Platform for Evolutionary Multitasking | Dec 13, 2023 | Evolutionary AlgorithmsTransfer Learning | CodeCode Available | 1 | 5 |
| A Survey On (Stochastic Fractal Search) Algorithm | Jan 25, 2021 | Evolutionary AlgorithmsSurvey | CodeCode Available | 1 | 5 |
| HAWKS: Evolving Challenging Benchmark Sets for Cluster Analysis | Feb 13, 2021 | BenchmarkingClustering | 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 |
| Evolutionary bagging for ensemble learning | Aug 4, 2022 | BIG-bench Machine LearningDiversity | CodeCode Available | 0 | 5 |
| Evolutionary Algorithms for Optimizing Emergency Exit Placement in Indoor Environments | May 28, 2024 | Evolutionary Algorithms | CodeCode Available | 0 | 5 |
| EvoLearner: Learning Description Logics with Evolutionary Algorithms | Nov 8, 2021 | BenchmarkingEvolutionary Algorithms | CodeCode Available | 0 | 5 |
| Evolutionary Algorithms for Designing Reversible Cellular Automata | May 25, 2021 | Evolutionary Algorithms | CodeCode Available | 0 | 5 |
| ES-ENAS: Efficient Evolutionary Optimization for Large Hybrid Search Spaces | Jan 19, 2021 | Combinatorial OptimizationContinuous Control | CodeCode Available | 0 | 5 |
