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Evolutionary Algorithm

58 papers

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Papers

Learn to Relax with Large Language Models: Solving Constraint Optimization Problems via Bidirectional Coevolution ACL 2026
CAML: A Conflict-Aware Molecular Language Model Merging Framework for Multi-Constraint Molecular Generation ACL 2026
AlphaContext: An Evolutionary Tree-based Psychometric Context Generator for Creativity Assessment ACL 2026
SOCIA-EVO: Automated Simulator Construction via Dual-Anchored Bi-Level Optimization ACL 2026
Evolutionary Large Language Model for Automated Feature Transformation AAAI 2025
An LLM-Empowered Adaptive Evolutionary Algorithm for Multi-Component Deep Learning Systems AAAI 2025
Evolutionary Classifier Chain for Multi-Dimensional Classification AAAI 2025
Cultivating Archipelago of Forests: Evolving Robust Decision Trees Through Island Coevolution AAAI 2025
Fast Contiguous Somatic Hypermutations for Single-Objective Optimisation and Multi-Objective Optimisation Via Decomposition AAAI 2025
HSEvo: Elevating Automatic Heuristic Design with Diversity-Driven Harmony Search and Genetic Algorithm Using LLMs AAAI 2025
Runtime Analysis for Multi-Objective Evolutionary Algorithms in Unbounded Integer Spaces AAAI 2025
Speeding Up the NSGA-II with a Simple Tie-Breaking Rule AAAI 2025
Balanced Adaptive Subspace Collaboration for Mixed Pareto-Lexicographic Multi-Objective Problems with Priority Levels AAAI 2025
A Many-Objective Problem Where Crossover Is Provably Indispensable AAAI 2025
Multi-Objective Evolution of Heuristic Using Large Language Model AAAI 2025
SwarmAgentic: Towards Fully Automated Agentic System Generation via Swarm Intelligence EMNLP 2025
ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution NIPS 2024
Symbolic Regression with a Learned Concept Library NIPS 2024
Automatically Learning Hybrid Digital Twins of Dynamical Systems NIPS 2024
Runtime Analysis of the (μ + 1) GA: Provable Speed-Ups from Strong Drift towards Diverse Populations AAAI 2024
Towards Running Time Analysis of Interactive Multi-Objective Evolutionary Algorithms AAAI 2024
Runtime Analysis of the SMS-EMOA for Many-Objective Optimization AAAI 2024
How to Use the Metropolis Algorithm for Multi-Objective Optimization? AAAI 2024
Two-Stage Evolutionary Reinforcement Learning for Enhancing Exploration and Exploitation AAAI 2024
Rigorous Runtime Analysis of MOEA/D for Solving Multi-Objective Minimum Weight Base Problems NIPS 2023