evolutionary algorithm

Towards a Rigorous Understanding of the Population Dynamics of the NSGA-III: Tight Runtime Bounds AAAI 2026 TrajEvo: Trajectory Prediction Heuristics Design via LLM-driven Evolution AAAI 2026 (1+1) Genetic Programming with Functionally Complete Instruction Sets Can Evolve Boolean Conjunctions and Disjunctions with Arbitrarily Small Error AAAI 2025 ADELA: Accelerating Evolutionary Design of Machine Learning Pipelines with the Accompanying Surrogate Model AAAI 2025 A Fast Neural Architecture Search Method for Multi-Modal Classification via Knowledge Sharing IJCAI 2025 A First Runtime Analysis of NSGA-III on a Many-Objective Multimodal Problem: Provable Exponential Speedup via Stochastic Population Update IJCAI 2025 Agent Skill Acquisition for Large Language Models via CycleQD ICLR 2025 Algorithmic Composition Using Narrative Structure and Tension IJCAI 2025 A Many-Objective Problem Where Crossover Is Provably Indispensable AAAI 2025 An Efficient Task-Oriented Dialogue Policy: Evolutionary Reinforcement Learning Injected by Elite Individuals ACL 2025 An LLM-Empowered Adaptive Evolutionary Algorithm for Multi-Component Deep Learning Systems AAAI 2025 A Theoretical Perspective on Why Stochastic Population Update Needs an Archive in Evolutionary Multi-objective Optimization IJCAI 2025 Automated Creation of Reusable and Diverse Toolsets for Enhancing LLM Reasoning AAAI 2025 AutoML Algorithms for Online Generalized Additive Model Selection: Application to Electricity Demand Forecasting AutoML 2025 Balanced Adaptive Subspace Collaboration for Mixed Pareto-Lexicographic Multi-Objective Problems with Priority Levels AAAI 2025 CAPO: Cost-Aware Prompt Optimization AutoML 2025 Code-Generated Graph Representations Using Multiple LLM Agents for Material Properties Prediction ICML 2025 Coevolutionary Emergent Systems Optimization with Applications to Ultra-High-Dimensional Metasurface Design : OAM Wave Manipulation UAI 2025 ConfigX: Modular Configuration for Evolutionary Algorithms via Multitask Reinforcement Learning AAAI 2025 Continuously evolving rewards in an open-ended environment JMLR 2025 Cultivating Archipelago of Forests: Evolving Robust Decision Trees Through Island Coevolution AAAI 2025 DCEvo: Discriminative Cross-Dimensional Evolutionary Learning for Infrared and Visible Image Fusion CVPR 2025 Deep Generative Model for Mechanical System Configuration Design AAAI 2025 Delta-NAS: Difference of Architecture Encoding for Predictor-Based Evolutionary Neural Architecture Search WACV 2025 Diffusion Models are Evolutionary Algorithms ICLR 2025