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Evolutionary Algorithm

54 directly classified papers

Papers per year

Papers

A Many-Objective Problem Where Crossover Is Provably Indispensable AAAI 2025
SwarmAgentic: Towards Fully Automated Agentic System Generation via Swarm Intelligence EMNLP 2025
Evolutionary Large Language Model for Automated Feature Transformation AAAI 2025
Balanced Adaptive Subspace Collaboration for Mixed Pareto-Lexicographic Multi-Objective Problems with Priority Levels AAAI 2025
HSEvo: Elevating Automatic Heuristic Design with Diversity-Driven Harmony Search and Genetic Algorithm Using LLMs AAAI 2025
Speeding Up the NSGA-II with a Simple Tie-Breaking Rule AAAI 2025
Evolutionary Classifier Chain for Multi-Dimensional Classification AAAI 2025
Multi-Objective Evolution of Heuristic Using Large Language Model AAAI 2025
Runtime Analysis for Multi-Objective Evolutionary Algorithms in Unbounded Integer Spaces AAAI 2025
Cultivating Archipelago of Forests: Evolving Robust Decision Trees Through Island Coevolution AAAI 2025
An LLM-Empowered Adaptive Evolutionary Algorithm for Multi-Component Deep Learning Systems AAAI 2025
Fast Contiguous Somatic Hypermutations for Single-Objective Optimisation and Multi-Objective Optimisation Via Decomposition AAAI 2025
Towards Running Time Analysis of Interactive Multi-Objective Evolutionary Algorithms AAAI 2024
How to Use the Metropolis Algorithm for Multi-Objective Optimization? AAAI 2024
Automatically Learning Hybrid Digital Twins of Dynamical Systems NIPS 2024
ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution NIPS 2024
Runtime Analysis of the (μ + 1) GA: Provable Speed-Ups from Strong Drift towards Diverse Populations AAAI 2024
Runtime Analysis of the SMS-EMOA for Many-Objective Optimization AAAI 2024
Two-Stage Evolutionary Reinforcement Learning for Enhancing Exploration and Exploitation AAAI 2024
Symbolic Regression with a Learned Concept Library NIPS 2024
Winning the CityLearn Challenge: Adaptive Optimization with Evolutionary Search under Trajectory-Based Guidance AAAI 2023
A Proof That Using Crossover Can Guarantee Exponential Speed-Ups in Evolutionary Multi-Objective Optimisation AAAI 2023
Rigorous Runtime Analysis of MOEA/D for Solving Multi-Objective Minimum Weight Base Problems NIPS 2023
Breeding Machine Translations: Evolutionary approach to survive and thrive in the world of automated evaluation ACL 2023
Variance-Reduced Gradient Estimation via Noise-Reuse in Online Evolution Strategies NIPS 2023