Cover Image

SeaEvo: Advancing Algorithm Discovery with Strategy Space Evolution

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Luo, Sichun, Huang, Yi, Luo, Haochen, Liu, Fengyuan, Deng, Guanzhi, Li, Lei, Yao, Qinghua, Hu, Zefa, Feng, Junlan, Liu, Qi
Format:	Preprint
Published:	2026
Subjects:	Computation and Language Artificial Intelligence Neural and Evolutionary Computing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

EvoX: Meta-Evolution for Automated Discovery
by: Liu, Shu, et al.
Published: (2026)

G-EvoNAS: Evolutionary Neural Architecture Search Based on Network Growth
by: Zou, Juan, et al.
Published: (2024)

EvoDR: Evolving Dispatching Rules via Large Language Model for Dynamic Flexible Assembly Flow Shop Scheduling
by: Qiu, Junhao, et al.
Published: (2026)

DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving
by: Zhang, Zhihao, et al.
Published: (2025)

EvoGrad: Metaheuristics in a Differentiable Wonderland
by: Citterio, Beatrice F. R., et al.
Published: (2025)

Coal Mine Safety Alert System: Refining BP Neural Network with Genetic Algorithm Optimization
by: Luo, Jiabin, et al.
Published: (2024)

Beyond Algorithm Evolution: An LLM-Driven Framework for the Co-Evolution of Swarm Intelligence Optimization Algorithms and Prompts
by: Cen, Shipeng, et al.
Published: (2025)

ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution
by: Ye, Haoran, et al.
Published: (2024)

Distributed Evolution Strategies with Multi-Level Learning for Large-Scale Black-Box Optimization
by: Duan, Qiqi, et al.
Published: (2023)

EvoRL: A GPU-accelerated Framework for Evolutionary Reinforcement Learning
by: Zheng, Bowen, et al.
Published: (2025)

EvoGM: Learning to Merge LLMs via Evolutionary Generative Optimization
by: Jiang, Tao, et al.
Published: (2026)

Solving the Food-Energy-Water Nexus Problem via Intelligent Optimization Algorithms
by: Deng, Qi, et al.
Published: (2024)

GigaEvo: An Open Source Optimization Framework Powered By LLMs And Evolution Algorithms
by: Khrulkov, Valentin, et al.
Published: (2025)

EvoX: A Distributed GPU-accelerated Framework for Scalable Evolutionary Computation
by: Huang, Beichen, et al.
Published: (2023)

An Error Discovery and Correction for the Family of V-Shaped BPSO Algorithms
by: Zhao, Qing, et al.
Published: (2024)

Fully Tensorized GPU-accelerated Multi-population Evolutionary Algorithm for Constrained Multiobjective Optimization Problems
by: Huang, Weixiong, et al.
Published: (2025)

Evolution of Heuristics: Towards Efficient Automatic Algorithm Design Using Large Language Model
by: Liu, Fei, et al.
Published: (2024)

An Ensemble of Evolutionary Algorithms With Both Crisscross Search and Sparrow Search for Processing Inferior Individuals
by: Du, Mingxuan, et al.
Published: (2026)

Optimizing Photonic Structures with Large Language Model Driven Algorithm Discovery
by: Yin, Haoran, et al.
Published: (2025)

Discrete Gene Crossover Accelerates Solution Discovery in Quality-Diversity Algorithms
by: Hutchinson, Joshua, et al.
Published: (2026)

Abnormal Mutations: Evolution Strategies Don't Require Gaussianity
by: de Nobel, Jacob, et al.
Published: (2025)

Stalling in Space: Attractor Analysis for any Algorithm
by: Thomson, Sarah L., et al.
Published: (2024)

$EvoAl^{2048}$
by: Berger, Bernhard J., et al.
Published: (2024)

Controlling the Mutation in Large Language Models for the Efficient Evolution of Algorithms
by: Yin, Haoran, et al.
Published: (2024)

Covariance Matrix Adaptation Evolution Strategy for Low Effective Dimensionality
by: Uchida, Kento, et al.
Published: (2024)

BuildEvo: Designing Building Energy Consumption Forecasting Heuristics via LLM-driven Evolution
by: Lin, Subin, et al.
Published: (2025)

Unleashing the Potential of Differential Evolution through Individual-Level Strategy Diversity
by: Feng, Chenchen, et al.
Published: (2026)

Variable Metric Evolution Strategies for High-dimensional Multi-Objective Optimization
by: Glasmachers, Tobias
Published: (2024)

An Adaptive Re-evaluation Method for Evolution Strategy under Additive Noise
by: Dinu, Catalin-Viorel, et al.
Published: (2024)

A Nonlinear African Vulture Optimization Algorithm Combining Henon Chaotic Mapping Theory and Reverse Learning Competition Strategy
by: Wang, Baiyi, et al.
Published: (2024)

Knowledge-Guided Memetic Algorithm for Capacitated Arc Routing Problems with Time-Dependent Service Costs
by: Li, Qingya, et al.
Published: (2025)

UDE-III: An Enhanced Unified Differential Evolution Algorithm for Constrained Optimization Problems
by: Trivedi, Anupam, et al.
Published: (2024)

A High-Dimensional Feature Selection Algorithm Based on Multiobjective Differential Evolution
by: Zhang, Zhenxing, et al.
Published: (2025)

Genetic Drift Regularization: on preventing Actor Injection from breaking Evolution Strategies
by: Templier, Paul, et al.
Published: (2024)

Runtime Analysis for Multi-Objective Evolutionary Algorithms in Unbounded Integer Spaces
by: Doerr, Benjamin, et al.
Published: (2024)

A Lattice-based Method for Optimization in Continuous Spaces with Genetic Algorithms
by: Harris, Cameron D., et al.
Published: (2024)

TrajEvo: Designing Trajectory Prediction Heuristics via LLM-driven Evolution
by: Zhao, Zhikai, et al.
Published: (2025)

Language Model Evolutionary Algorithms for Recommender Systems: Benchmarks and Algorithm Comparisons
by: Liu, Jiao, et al.
Published: (2024)

Theoretical and Empirical Analysis of Lehmer Codes to Search Permutation Spaces with Evolutionary Algorithms
by: Ma, Yuxuan, et al.
Published: (2025)

Tensorized NeuroEvolution of Augmenting Topologies for GPU Acceleration
by: Wang, Lishuang, et al.
Published: (2024)