Evolutionary Search

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6 papers in the last four weeks, down 33% on the four weeks before. 0.1% of all new papers.

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  1. CoupleEvo: Evolving Heuristics for Coupled Optimization Problems Using Large Language Models

    May 7, 2026Thomas Bömer, Bastian Amberg, Max Disselnmeyer +1Automated Heuristic DesignEvolutionary Search

    Karlsruhe Institute of Technology Karlsruhe, Germany

  2. Programmatic Context Augmentation for LLM-based Symbolic Regression

    May 4, 2026Hao Liu, Xiao-Wen Yang, Atharva Sehgal +4Symbolic RegressionEvolutionary Search

    Caltech · Nanjing University · University of Texas at Austin +1

  3. Discover Fast Power Allocation Solution for Multi-Target Tracking via AlphaEvolve Evolution

    May 3, 2026Zhenkang Hou, Wenqiang Pu, Junkun Yan +2RadarPower Allocation

    National Laboratory of Radar Signal Processing, Xidian University, Xian, China · Shenzhen Research Institute of Big Data, The Chinese University of Hong Kong, Shenzhen, China

  4. New Bounds for Zarankiewicz Numbers via Reinforced LLM Evolutionary Search

    May 1, 2026Jay Bhan, Nicole Nobili, Patrick LangerCombinationsAcyclic Graphs

    ETH Zürich Zürich, Switzerland 8092 · Stanford University Stanford, CA 94305

  5. MappingEvolve: LLM-Driven Code Evolution for Technology Mapping

    Apr 29, 2026Rongliang Fu, Yi Liu, Qiang Xu +1Evolutionary SearchCode Optimization

    Chinese University of Hong Kong Hong Kong, China

  6. AlphaJet: Automated Conceptual Aircraft Synthesis via Disentangled Generative Priors and Topology-Preserving Evolutionary Search

    Apr 29, 2026Boris KriukAerodynamicsEvolutionary Search

    Hong Kong University of Science and Technology Clear Water Bay, Hong Kong, HKSAR

  7. SeaEvo: Advancing Algorithm Discovery with Strategy Space Evolution

    Apr 27, 2026Sichun Luo, Yi Huang, Haochen Luo +7Evolutionary SearchStrategic Reasoning

    1The University of Hong Kong · 2JIUTIAN Research, China Mobile · 3City University of Hong Kong

  8. What Makes an LLM a Good Optimizer? A Trajectory Analysis of LLM-Guided Evolutionary Search

    Apr 21, 2026Xinhao Zhang, Xi Chen, François Portet +1Evolutionary SearchOptimization Modeling

    Univ. Grenoble Alpes, CNRS, Grenoble INP, LIG, 38000 Grenoble, France

  9. LLM-Guided Strategy Synthesis for Scalable Equality Saturation

    Apr 19, 2026Chenyun Yin, Youwei Xiao, Yuze Luo +2Evolutionary SearchSynthesis

    Peking University Beijing, China · School of Integrated Circuits Peking University Beijing, China

  10. LLM as a Tool, Not an Agent: Code-Mined Tree Transformations for Neural Architecture Search

    Apr 17, 2026Masakazu Yoshimura, Zitang Sun, Yuiko Sakuma +3Neural Architecture SearchEvolutionary Search

    Sony Group Corporation, Tokyo, Japan

  11. From Procedural Skills to Strategy Genes: Towards Experience-Driven Test-Time Evolution

    Apr 16, 2026Junjie Wang, Yiming Ren, Haoyang ZhangAlphaevolveEvolutionary Optimization Methods

    Independent Researcher · Infinite Evolution Lab, EvoMap

  12. ImprovEvolve: Basin-Hopping Meets LLM-Guided Evolutionary Search

    Feb 10, 2026Alexey Kravatskiy, Valentin Khrulkov, Ivan OseledetsEvolutionary SearchAlphaevolve

    1MIRIAI, Russia · 2FusionBrain Lab, Russia · 3AXXX, Russia +1

  13. Towards Training-free Automatic Proxy Discovery via Large Language Models for Mixed Precision Quantization

    Dec 8, 2025Haidong Kang, Jun Du, Guo YuMixed-Precision QuantizationEvolutionary Search

    School of Computer and Communication Engineering, Northeastern University · School of Software Engineering, Beijing Jiaotong University

  14. Small Molecule Optimization with Large Language Models

    Jul 26, 2024Philipp Guevorguian, Menua Bedrosian, Tigran Fahradyan +3Molecular OptimizationDrug Discovery

    YerevaNN research lab, Yerevan, Armenia.

  15. Investigating Hyperparameter Optimization and Transferability for ES-HyperNEAT: A TPE Approach

    Date pendingRomain Claret, Michael O'Neill, Paul Cotofrei +1NeuroevolutionGeneral Grid Search Framework

    University of Neuchâtel Neuchâtel, Switzerland · University College Dublin Dublin, Ireland