Evolutionary Algorithms

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Period ending 2026-09-21

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  1. Direct From Darwin: Deriving Advanced Optimizers From Evolutionary First Principles

    May 6, 2026Daniel GrimmerEvolutionary SearchEvolution

  2. Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation

    May 6, 2026Jiangwen Dong, Bo Li, Wanyu LinIdeasMulti-Agent Evolution

  3. CodeEvolve: LLM-Driven Evolutionary Optimization with Runtime-Enriched Target Selection for Multi-Language Code Enhancement

    May 6, 2026Ajay Krishna Borra, Wenzhuo Yang, Samarth Arora +9Code OptimizationCodebases

  4. QUIVER: Cost-Aware Adaptive Preference Querying in Surrogate-Assisted Evolutionary Multi-Objective Optimization

    May 5, 2026Florian A. D. BurnatMulti-Objective OptimizationEvolutionary Search

  5. EvoLM: Self-Evolving Language Models through Co-Evolved Discriminative Rubrics

    May 5, 2026Shuyue Stella Li, Rui Xin, Teng Xiao +8Large Language Model EvaluationRubrics

  6. Exact and Evolutionary Algorithms for Sequential Multi-Objective Transmission Topology Planning

    May 5, 2026Job Groeneveld, Miguel Muñoz, Jan Viebahn +1Power SystemsMulti-Objective Optimization

  7. Distribution-Free Pretraining of Classification Losses via Evolutionary Dynamics

    May 5, 2026Meng Xiang, Yan PeiCross-Entropy LossesLoss Function

  8. Rose-SQL: Role-State Evolution Guided Structured Reasoning for Multi-Turn Text-to-SQL

    May 5, 2026Le Zhou, Feng Yao, Fengcai Qiao +3Text-To-SqlSql

  9. Enhancing Agent Safety Judgment: Controlled Benchmark Rewriting and Analogical Reasoning for Deceptive Out-of-Distribution Scenarios

    May 5, 2026Zuoyu Zhang, Yancheng ZhuInference-Time DefenseMulti-Agent Evolution

  10. Neuromorphic Control for 3D Navigation in Minecraft Using Genetic Algorithms

    May 4, 2026Eric ZiporCoverage Path PlanningParkour Locomotion

  11. FitText: Evolving Agent Tool Ecologies via Memetic Retrieval

    May 4, 2026Kyle Zheng, Han Zhang, Renliang Sun +2Agentic RetrievalMulti-Turn Tool-Use Agent

  12. EAPFusion: Intrinsic Evolving Auxiliary Prior Guidance for Infrared and Visible Image Fusion

    May 3, 2026Zhenyu Sun, Luobin Zhang, Axi Niu +2Visible Image FusionInfrared-Visible Image Fusion

  13. Evolving Token Communication with Parametric Memory Network

    May 3, 2026Weixuan Chen, Qianqian YangSemantic CommunicationsToken Communications

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

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

  15. DataEvolver: Let Your Data Build and Improve Itself via Goal-Driven Loop Agents

    May 3, 2026Qisong Zhang, Wenzhuo Wu, Zhuangzhuang Jia +7Video DatasetMulti-View Diffusion Model

  16. FeedbackLLM: Metadata driven Multi-Agentic Language Agnostic Test Case Generator with Evolving prompt and Coverage Feedback

    May 2, 2026Kushal Jasti, Tejamani Prashanth Sahu, Rishitha Pentyala +2Test GenerationLarge Language Models(Llms

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

    May 1, 2026Jay Bhan, Nicole Nobili, Patrick LangerGraph TheoryEvolutionary Search

  18. InvEvolve: Evolving White-Box Inventory Policies via Large Language Models with Performance Guarantees

    May 1, 2026Chenyu Huang, Jianghao Lin, Zhengyang Tang +4Monotonic Inventory EstimationAlphaevolve

  19. Information-geometric adaptive sampling for graph diffusion

    Apr 30, 2026Yuhui Lu, Wenjing Liu, Kun ZhanDiffusion SamplingAdaptive Sampling

  20. Towards A Generative Protein Evolution Machine with DPLM-Evo

    Apr 30, 2026Xinyou Wang, Liang Hong, Jiasheng Ye +4Protein DesignEvolution

  21. Visual Generation in the New Era: An Evolution from Atomic Mapping to Agentic World Modeling

    Apr 30, 2026Keming Wu, Zuhao Yang, Kaichen Zhang +24Visual GenerationLarge-Scale Video Generation Models

  22. When Agents Evolve, Institutions Follow

    Apr 30, 2026Chao Fei, Hongcheng Guo, Yanghua XiaoMulti-Agent SystemsCollective Intelligence

  23. Relation Reasoning with LLMs in Expensive Optimization

    Apr 30, 2026Ye Lu, Bingdong Li, Aimin Zhou +1Evolutionary SearchLlm-Based Optimization Modeling

  24. Machine Collective Intelligence for Explainable Scientific Discovery

    Apr 30, 2026Gyoung S. Na, Chanyoung ParkArtificial Intelligence ScientistsScientific Discovery

  25. Learning Rate Engineering: From Coarse Single Parameter to Layered Evolution

    Apr 30, 2026Ming-Hong Yao, Di Wang, Jian Cui +5Learning RatesStochastic Gradient Descent

  26. Self-Evolving Software Agents

    Apr 29, 2026Marco Robol, Paolo GiorginiSelf-Evolving AgentsLlm-Based Agent

  27. Population Dynamics in ARIEL Robotics Systems Featuring Embodied Evolution via Spatial Mating Mechanisms

    Apr 29, 2026Victoria Peterson, Akshat Srivastava, Raghav PrabhakarPopulation DynamicsEvolution

  28. CurEvo: Curriculum-Guided Self-Evolution for Video Understanding

    Apr 29, 2026Guiyi Zeng, Junqing Yu, Yi-Ping Phoebe Chen +3Video UnderstandingSelf-Evolution

  29. A self-evolving agent for explainable diagnosis of DFT-experiment band-gap mismatch

    Apr 29, 2026Yue Li, Bijun TangDensity Functional TheoryFirst-Principles Calculation

  30. Evolutionary feature selection for spiking neural network pattern classifiers

    Apr 29, 2026Michal Valko, Nuno C. Marques, Marco CastelaniSpiking Neural NetworksNeural Network

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

    Apr 29, 2026Rongliang Fu, Yi Liu, Qiang Xu +1Code OptimizationHigh-Level Synthesis

  32. Fundamental Physics, Existential Risks and Human Futures

    Apr 29, 2026Adrian KentEvolution

  33. SafeReview: Defending LLM-based Review Systems Against Adversarial Hidden Prompts

    Apr 29, 2026Yuan Xin, Yixuan Weng, Minjun Zhu +5Adversarial PromptingPeer Review

  34. CO-EVO: Co-evolving Semantic Anchoring and Style Diversification for Federated DG-ReID

    Apr 29, 2026Fengchun Zhang, Qiang Ma, Liuyu Xiang +3Re-IdentificationMultimodal Domain Generalization

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

    Apr 29, 2026Boris KriukAerodynamicsComputer-Aided Design

  36. MedSynapse-V: Bridging Visual Perception and Clinical Intuition via Latent Memory Evolution

    Apr 29, 2026Chunzheng Zhu, Jiaqi Zeng, Junyu Jiang +2Anatomical PriorsLong-Term Memory

  37. DV-World: Benchmarking Data Visualization Agents in Real-World Scenarios

    Apr 28, 2026Jinxiang Meng, Shaoping Huang, Fangyu Lei +17Visual AnalyticsReal-World

  38. Mutual Forcing: Dual-Mode Self-Evolution for Fast Autoregressive Audio-Video Character Generation

    Apr 28, 2026Yupeng Zhou, Lianghua Huang, Zhifan Wu +7Few-Step GenerationSelf-Evolution

  39. OxyGent: Making Multi-Agent Systems Modular, Observable, and Evolvable via Oxy Abstraction

    Apr 28, 2026Junxing Hu, Tianlong Li, Lei Yu +1Multi-Agent SystemsScalability

  40. EvoTSC: Evolving Feature Learning Models for Time Series Classification via Genetic Programming

    Apr 28, 2026Xuanhao Yang, Bing Xue, Mengjie ZhangTime-Series ClassificationGenetic Algorithms

  41. Benchmarking Stopping Criteria for Evolutionary Multi-objective Optimization

    Apr 28, 2026Kenji Kitamura, Ryoji TanabeEvolutionary Search

  42. Multi-action Tangled Program Graphs for Multi-task Reinforcement Learning with Continuous Control

    Apr 28, 2026Quentin Vacher, Nicolas Beuve, Mickaël Dardaillon +1Multi-Task Reinforcement LearningGenetic Algorithms

  43. ProDrive: Proactive Planning for Autonomous Driving via Ego-Environment Co-Evolution

    Apr 28, 2026Chuyao Fu, Shengzhe Gan, Zhuoli Ouyang +5Autonomous DrivingDriving

  44. The Effects of Population Size on the Performance of BEAGLE GPU-Based Genetic Programming Runs

    Apr 27, 2026Nathan Haut, Ilya Basin, Ruchika Gupta +4Genetic AlgorithmsSymbolic Regression

  45. Analysis and Explainability of LLMs Via Evolutionary Methods

    Apr 27, 2026Shannon K. Gallagher, Swati Rallapalli, Tyler Brooks +3Phylogenetic TreesLineages

  46. SeaEvo: Advancing Algorithm Discovery with Strategy Space Evolution

    Apr 27, 2026Sichun Luo, Yi Huang, Haochen Luo +7Evolutionary SearchMemory Retrieval

  47. RefEvo: Agentic Design with Co-Evolutionary Verification for Agile Reference Model Generation

    Apr 27, 2026Yifan Zhang, Jianmin Ye, Jiahao Yang +1Co-EvolutionModel Complexity

  48. A2DEPT: Large Language Model-Driven Automated Algorithm Design via Evolutionary Program Trees

    Apr 27, 2026Bin Chen, Shouliang Zhu, Beidan Liu +4Evolutionary SearchMock-Interface Synthesis

  49. Escher-Loop: Mutual Evolution by Closed-Loop Self-Referential Optimization

    Apr 25, 2026Ziyang Liu, Xinyan Guo, Xuchen Wei +2Self-EvolutionLoop

  50. Evolve: A Persistent Knowledge Lifecycle for Small Language Models

    Apr 25, 2026Dikran HovagimianLarge Language Model MemoryRetrievers

  51. Adversarial Co-Evolution of Malware and Detection Models: A Bilevel Optimization Perspective

    Apr 24, 2026Olha Jurečková, Martin Jureček, Matouš Kozák +1Malware DetectionEvasion

  52. A Co-Evolutionary Theory of Human-AI Coexistence: Mutualism, Governance, and Dynamics in Complex Societies

    Apr 24, 2026Somyajit ChakrabortySymbiotic ParadigmHuman-Ai Collaboration

  53. CharTide: Data-Centric Chart-to-Code Generation via Tri-Perspective Tuning and Inquiry-Driven Evolution

    Apr 24, 2026Xiangxi Zheng, Kuang He, Jiayi Hu +6Code GenerationVision-Language

  54. L-System Genetic Encoding for Scalable Neural Network Evolution: A Comparison with Direct Matrix Encoding

    Apr 23, 2026Alexander Stuy, Nodin WeddingtonNeural NetworkEvolution

  55. AEL: Agent Evolving Learning for Open-Ended Environments

    Apr 23, 2026Wujiang Xu, Jiaojiao Han, Minghao Guo +4Self-Evolving AgentsAgentic Reinforcement-Learning Framework

  56. Novelty-Based Generation of Continuous Landscapes with Diverse Local Optima Networks

    Apr 23, 2026Kippei Mizuta, Shoichiro Tanaka, Shuhei Tanaka +1Optimization LandscapeEvolutionary Search

  57. The Last Harness You'll Ever Build

    Apr 22, 2026Haebin Seong, Li Yin, Haoran Zhang +1Agent HarnessSelf-Evolving Agents

  58. Convergent Evolution: How Different Language Models Learn Similar Number Representations

    Apr 22, 2026Deqing Fu, Tianyi Zhou, Mikhail Belkin +2Co-OccurrenceRecurrent Neural Networks

  59. Learning to Evolve: A Self-Improving Framework for Multi-Agent Systems via Textual Parameter Graph Optimization

    Apr 22, 2026Shan He, Runze Wang, Zhuoyun Du +4Multi-Agent EvolutionMulti-Agent Systems

  60. EvoAgent: An Evolvable Agent Framework with Skill Learning and Multi-Agent Delegation

    Apr 22, 2026Aimin Zhang, Jiajing Guo, Fuwei Jia +3Self-Evolving AgentsAgent Framework