| Multiple-gain Estimation for Running Time of Evolutionary Combinatorial Optimization | Jan 13, 2025 | Combinatorial OptimizationEvolutionary Algorithms | —Unverified | 0 |
| A RankNet-Inspired Surrogate-Assisted Hybrid Metaheuristic for Expensive Coverage Optimization | Jan 13, 2025 | Evolutionary Algorithms | —Unverified | 0 |
| Pareto Optimization with Robust Evaluation for Noisy Subset Selection | Jan 12, 2025 | Combinatorial OptimizationEvolutionary Algorithms | —Unverified | 0 |
| Evolutionary Optimization of Physics-Informed Neural Networks: Evo-PINN Frontiers and Opportunities | Jan 11, 2025 | Evolutionary AlgorithmsModel Optimization | —Unverified | 0 |
| Runtime Analysis of Evolutionary Algorithms for Multiparty Multiobjective Optimization | Jan 9, 2025 | Evolutionary AlgorithmsMultiobjective Optimization | —Unverified | 0 |
| Natural Variational Annealing for Multimodal Optimization | Jan 8, 2025 | Evolutionary Algorithms | —Unverified | 0 |
| ParetoLens: A Visual Analytics Framework for Exploring Solution Sets of Multi-objective Evolutionary Algorithms | Jan 6, 2025 | Evolutionary AlgorithmsNavigate | —Unverified | 0 |
| Resolving the Exploration-Exploitation Dilemma in Evolutionary Algorithms: A Novel Human-Centered Framework | Jan 4, 2025 | Evolutionary Algorithms | —Unverified | 0 |
| Learning Evolution via Optimization Knowledge Adaptation | Jan 4, 2025 | Evolutionary AlgorithmsLanguage Modeling | —Unverified | 0 |
| An LLM-Empowered Adaptive Evolutionary Algorithm For Multi-Component Deep Learning Systems | Jan 1, 2025 | DiversityEvolutionary Algorithms | —Unverified | 0 |
| QUBE: Enhancing Automatic Heuristic Design via Quality-Uncertainty Balanced Evolution | Dec 30, 2024 | DiversityEvolutionary Algorithms | CodeCode Available | 0 |
| Quantum Time-Series Learning with Evolutionary Algorithms | Dec 23, 2024 | Evolutionary AlgorithmsTime Series | CodeCode Available | 0 |
| Graph Neural Networks Are Evolutionary Algorithms | Dec 23, 2024 | Evolutionary AlgorithmsNeural Architecture Search | —Unverified | 0 |
| Two Layer Walk: A Community-Aware Graph Embedding | Dec 17, 2024 | Evolutionary AlgorithmsGraph Embedding | CodeCode Available | 0 |
| Runtime Analysis for Multi-Objective Evolutionary Algorithms in Unbounded Integer Spaces | Dec 16, 2024 | Evolutionary Algorithms | CodeCode Available | 0 |
| Artificial Intelligence in Traffic Systems | Dec 16, 2024 | Autonomous VehiclesEvolutionary Algorithms | —Unverified | 0 |
| EVOS: Efficient Implicit Neural Training via EVOlutionary Selector | Dec 13, 2024 | Evolutionary AlgorithmsSelection bias | CodeCode Available | 1 |
| Towards Automated Algebraic Multigrid Preconditioner Design Using Genetic Programming for Large-Scale Laser Beam Welding Simulations | Dec 11, 2024 | Evolutionary Algorithms | —Unverified | 0 |
| ConfigX: Modular Configuration for Evolutionary Algorithms via Multitask Reinforcement Learning | Dec 10, 2024 | Evolutionary AlgorithmsLifelong learning | CodeCode Available | 0 |
| Learnable Evolutionary Multi-Objective Combinatorial Optimization via Sequence-to-Sequence Model | Dec 9, 2024 | Combinatorial OptimizationDiversity | CodeCode Available | 0 |
| Un-evaluated Solutions May Be Valuable in Expensive Optimization | Dec 5, 2024 | Bayesian OptimizationEvolutionary Algorithms | —Unverified | 0 |
| Using Cooperative Co-evolutionary Search to Generate Metamorphic Test Cases for Autonomous Driving Systems | Dec 5, 2024 | Autonomous DrivingEvolutionary Algorithms | —Unverified | 0 |
| ParetoFlow: Guided Flows in Multi-Objective Optimization | Dec 4, 2024 | Bayesian OptimizationEvolutionary Algorithms | —Unverified | 0 |
| Automated Test-Case Generation for REST APIs Using Model Inference Search Heuristic | Dec 4, 2024 | Evolutionary Algorithms | —Unverified | 0 |
| Optimizing Genetic Algorithms Using the Binomial Distribution | Dec 2, 2024 | Evolutionary Algorithms | —Unverified | 0 |
