Evolutionary Algorithms

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Period ending 2026-09-21

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  1. Asymptotical Analysis of the (1+(λ,λ))(1+(λ,λ)) GA Escape Time from Local Optima on Jump Functions

    Jul 15, 2026Anton V. Eremeev, Valentin A. TopchiiGenetic AlgorithmsEscape

  2. A Self-Evolving Agent for Longitudinal Personal Health Management

    Jul 15, 2026Haoran Li, Jiebi Deng, Tong Jin +10Agent MemoryLong-Horizon Agents

  3. SPyCE: Skill-Policy Co-evolution for Multimodal Agents

    Jul 15, 2026Ru Zhang, Weijie QiuMultimodal AgentsMultimodal Reasoning

  4. Self-Evolving Agent Harnesses via Gated Semantic Quality-Diversity

    Jul 15, 2026Xiaotian Luo, Fengxingyu Wang, Chuanrui Hu +2Self-Evolving AgentsAgent Harness

  5. The impact of objective interactions on the performance of massive objective optimization algorithms

    Jul 15, 2026Shakiba Shahbandegan, Jose Guadalupe Hernandez, Emily DolsonMulti-Objective OptimizationObjective Functions

  6. Hybrid multi-objective evolutionary algorithms for service placement in the computing continuum: a comparative study with genetic traceability

    Jul 14, 2026Sergi Vivo, Carlos Guerrero, Isaac LeraEvolutionary SearchHybrid

  7. Contrasting statistical patterns in melodic and molecular evolution reveal distinctive constraints in a culturally evolving system

    Jul 14, 2026John M McBride, W Tecumseh FitchFeature AlignmentEvolution

  8. Self-Improvements in Modern Agentic Systems: A Survey

    Jul 14, 2026Zhe Ren, Yimeng Chen, Dandan Guo +9Self-Evolving AgentsRecursive Self-Improvement

  9. Critic Experience Bank: Self-Evolving Step-Level Confidence Estimation for LLM Agents

    Jul 14, 2026Yaopei Zeng, Congchao Wang, JianHang Chen +3Large Language Model AgentsConfidence Estimation

  10. Self-Aware Recursively Self-Improving Agents for Personal Singularity: A Goal-, Scope-, Tool-, and Benchmark-Driven Multi-Agent Architecture

    Jul 14, 2026Chengshuai YangSelf-Evolving AgentsMulti-Agent Systems

  11. A new dual-population constrained multi-objective evolutionary optimization algorithm with repair constraint handling for structural optimization

    Jul 14, 2026Fardad Homafar, Jasmin JelovicaMulti-Objective OptimizationEvolutionary Search

  12. From World Action Models to Embodied Brains: A Roadmap for Open-World Physical Intelligence

    Jul 13, 2026Yuanzhi Liang, Xufeng Zhan, Haibin Huang +2Efficient World-Action ModelWorld Models

  13. RefineEvo: Planning-Guided Heuristic Evolution with Bidirectional Experience

    Jul 13, 2026Yang Wu, Junran Pan, Yifan Zhang +3Evolutionary SearchCombinatorial Optimization

  14. Mako: A Self-Evolving Agentic Operating System (SE-AOS) for Autonomous Web Exploitation

    Jul 13, 2026Praneeth Narisetty, Shiva Nagendra Babu KoreExploitationSelf-Evolving Agents

  15. The Path to Self-Evolving Clinical Systems: Scaling Medical Agents from Assistance to Autonomy

    Jul 13, 2026Chunzheng Zhu, Lei Tian, Bohan Tan +15Agentic SystemsAutonomy

  16. LOGOS: A Living Logic for AI Agent Teams That Evolve With Humans

    Jul 12, 2026Yuma Ichikawa, Yamato Arai, Kosaku Kimura +2Human-In-The-LoopMulti-Agent Systems

  17. Co4ICF: Co-evolving Physics-Informed Surrogate and RL-based Pulse Optimizer for Inertial Confinement Fusion

    Jul 11, 2026Jiatong Zhao, Tengyue Zhang, Yuhan Wang +2Inertial Confinement FusionPhysics-Informed Machine Learning

  18. Comparing Socio-technical Design Principles with Guidelines for Human-centered AI

    Jul 11, 2026Thomas HerrmannSociotechnical SystemsHuman Oversight

  19. GAE: Graph-Augmented Evolution for Scientific Discovery via Reinforcement Optimization

    Jul 11, 2026Xuanzhou Chen, Taoli ChengEvolutionary SearchEvolution

  20. Adaptive Search in Collatz Exponent-Code Space via 2-adic and 3-adic Constraints

    Jul 10, 2026Oliver KramerConjectureSearch Algorithms

  21. Evolution of Accuracy and Visual-Cognitive Errors in a Decade of Vision-Language AI Models

    Jul 10, 2026Shravan Murlidaran, Miguel P. EcksteinVision-LanguageSocial Dynamics

  22. Large-Scale Portfolio Optimization Problem Under Cardinality Constraint With Enhanced Multi-Objective Evolutionary Algorithms

    Jul 10, 2026Danial Ramezani, Mostafa Abouei ArdakanPortfolio OptimizationEvolutionary Search

  23. SAGEAgent: A Self-Evolving Agent for Cost-Aware Modality Acquisition in Multimodal Survival Prediction

    Jul 10, 2026Chongyu Qu, Can Cui, Zhengyi Lu +8Multimodal Clinical DataSurvival Predictions

  24. Coevolution of self-replication and function in a digital primordial soup

    Jul 10, 2026Francesco Cicala, Eyvind Niklasson, Ettore Randazzo +8Replicator EquationsCo-Evolution

  25. Toward Auditable AI Scientists: A Hypothesis Evolution Protocol for LLM Agents

    Jul 10, 2026Izumi Takahara, Teruyasu MizoguchiArtificial Intelligence ScientistsScientific Discovery

  26. Scoped Verification for Reliable Long-Horizon Agentic Context Evolution under Distribution Shift

    Jul 10, 2026Dan C. Hsu, Luke LuLong-Horizon AgentsLarge Language Model Agents

  27. EvoLP: Self-Evolving Latency Predictor for Model Compression in Real-Time Edge Systems

    Jul 10, 2026Shuo Huai, Hao Kong, Shiqing Li +5Heterogeneous Edge DevicesInference Latency

  28. Evolutionary Intelligence for Scientific Discovery: From Evolutionary Computation to Cumulative Discovery Systems

    Jul 10, 2026Chao Wang, Lingling Li, Fang Liu +1Scientific DiscoveryEvolutionary Search

  29. Ideas Have Genomes: Benchmarking Scientific Lineage Reasoning and Lineage-Grounded Idea Generation

    Jul 9, 2026Yifan Zhou, Qihao Yang, Yan Li +14IdeasLineages

  30. Contravariance Theory: Strong Alignment for Minimal Solutions to Hard Tasks

    Jul 9, 2026Dan Yamins, Aran NayebiNeural NetworkHuman Brain Networks

  31. AutoPersonas: A Multi-Timescale Loop Engine for Open-Ended Persona Evolution

    Jul 9, 2026Mengchen LiPersonaSelf-Evolution

  32. LEEVLA: Seeing What Matters in Latent Environment Evolution for Vision-Language-Action

    Jul 9, 2026Qi Lyu, Baicheng Liu, Xudong Wang +3Vision-Language-Action ModelsLatent World Models

  33. TTHE: Test-Time Harness Evolution

    Jul 9, 2026Jun Nie, Yonggang Zhang, Jun Song +5Large Language Model AgentsTest Time

  34. Tool-Making and Self-Evolving LLM Agents in Low-Latency Systems

    Jul 9, 2026Kalle Kujanpää, Ning Liu, Shahnawaz Alam +4Large Language Model AgentsSelf-Evolving Agents

  35. DeepSearch-World: Self-Distillation for Deep Search Agents in a Verifiable Environment

    Jul 8, 2026Xinyu Geng, Xuanhua He, Sixiang Chen +7Search AgentsSelf-Evolving Agents

  36. Neural Operator-enabled Topology-informed Evolutionary Strategy for PDE-Constrained Optimization

    Jul 8, 2026Xiangming Huang, Guannan Zhang, Lu Lu +1Generative Inverse DesignInformation-Geometric Optimization

  37. The Blind Curator: How a Biased Judge Silently Disables Skill Retirement in Self-Evolving Agents

    Jul 8, 2026Xing Zhang, Yanwei Cui, Guanghui Wang +4Self-Evolving AgentsJudges

  38. From Atomic Actions to Standard Operating Procedures: Iterative Tool Optimization for Self-Evolving LLM Agents

    Jul 8, 2026Haipeng Ding, Yuexiang Xie, Zhewei Wei +2Self-Evolving AgentsMulti-Turn Tool-Use Agent

  39. An Introduction and Tutorial for the Beagle Framework

    Jul 7, 2026Ilya Basin, Nathan HautGenetic AlgorithmsSymbolic Regression

  40. EvoCUA-1.5: Online Reinforcement Learning for Multi-turn Computer-Use Agents

    Jul 7, 2026Mianqiu Huang, Taofeng Xue, Chong Peng +12Self-Evolving AgentsTrajectory-Level Credit

  41. CurateEvo: Data-Curation Evolving for Agentic Post-Training

    Jul 7, 2026Dingzirui Wang, Xuanliang Zhang, Keyan Xu +2Data-CurationSelf-Evolving Agents

  42. MetaSkill-Evolve: Recursive Self-Improvement of LLM Agents via Two-Timescale Meta-Skill Evolution

    Jul 6, 2026Zefeng Wang, Minxi Yan, Jinhe Bi +3Skill EvolutionSelf-Evolving Agents

  43. EvoAgentBench: Benchmarking Agent Self-Evolution via Ability Transfer

    Jul 6, 2026Xingze Gao, Chuanrui Hu, Hongda Chen +9Self-Evolving AgentsAgentic Benchmarks

  44. LLM-Driven Evolutionary Generation of Multi-Objective Bayesian Optimization Algorithms

    Jul 6, 2026Georgios Laskaris, Reuben Brasher, Niki van Stein +3Evolutionary SearchBayesian Optimization

  45. QDEvo: A Multi-Objective Quality-Diversity Framework for Automated Heuristic Design

    Jul 6, 2026Nam Do Khanh, Nhat Nguyen Tran Minh, Dat Pham Vu Tuan +2Evolutionary SearchMulti-Objective Optimization

  46. Self-Reference in Large Language Models: The Introspection Threshold for Recursive Self-Improvement

    Jul 5, 2026Jiang Zhang, Bing Yuan, Qian ZhangRecursive Self-ImprovementIntrospection Adapters

  47. Towards Self-Evolving Agents: A Human-Inspired Adaptive Exploration-Exploitation Framework for Genetic Network Programming

    Jul 4, 2026Ali Kohan, Mohamad Roshanzamir, Roohallah Alizadehsani +1Self-Evolving AgentsGenetic Algorithms

  48. Harness-Aware Self-Evolving: Co-Evolving Model Weights, Harness, and Task Solutions

    Jul 4, 2026Haochen Luo, Yi Huang, Sichun Luo +5Agent HarnessAgentic Reinforcement-Learning Framework

  49. SelfMem: Self-Optimizing Memory for AI Agents

    Jul 4, 2026Shu Yang, Junchao Wu, Derek F. Wong +1Agent MemoryLong-Horizon Agents

  50. Don't Blame the Large Language Model: How Scaffolding Evolution Shapes Coding Agent Quality

    Jul 4, 2026Oussama Ben Sghaier, Hao Li, Bram Adams +1Coding AgentsSoftware Engineering

  51. SkillOpt-Lite: Better and Faster Agent Self-evolution via One Line of Vibe

    Jul 3, 2026Yifei Shen, Bo Li, Xinjie ZhangSkill EvolutionSelf-Evolving Agents

  52. Microcosmos: Reimagining Artificial Life for the GPU Era

    Jul 3, 2026Mark Tensen, Ciaran Regan, Bert Wang-Chak Chan +3Physics SimulationEvolution

  53. EvoOtter: Evolutionary Reproduction Test Generator

    Jul 3, 2026Toufique Ahmed, Jatin Ganhotra, Avraham Shinnar +1Test GenerationEvolutionary Search

  54. TestEvo-Bench: An Executable and Live Benchmark for Test and Code Co-Evolution

    Jul 2, 2026Jiale Amber Wang, Kaiyuan Wang, Pengyu NieTest GenerationCo-Evolution

  55. Neuron-Aware Data Selection for Annotation-Free LLM Self-Distillation

    Jul 2, 2026Zhuowei Chen, Xiang Lorraine LiUnsupervised On-Policy Self-DistillationLarge Language Model Post-Training

  56. EvoPolicyGym: Evaluating Autonomous Policy Evolution in Interactive Environments

    Jul 2, 2026Zhilin Wang, Han Song, Runzhe Zhan +13Self-Evolving AgentsFootsiesgym

  57. Hybridizing a Grouping Metaheuristic with Reinforcement Learning for the One-Dimensional Bin Packing Problem

    Jul 2, 2026Zitouni Rania, Mostefai Mounir Sofiane, Tati Youcef +3Knapsack ConstraintMetaheuristics

  58. Evolutionary Wave Function Collapse

    Jul 2, 2026Dipika Rajesh, Ahmed Khalifa, Julian TogeliusEvolutionary SearchMotion Generation

  59. Atomic Task Graph: A Unified Framework for Agentic Planning and Execution

    Jul 2, 2026Yue Zhang, Sihan Chen, Ziwen Huang +3Large Language Model PlanningModular Agentic Framework

  60. Evolutionary Feature Engineering for Structured Data

    Jul 2, 2026Ege Onur Taga, Yilin Zhuang, M. Emrullah Ildiz +4Feature EngineeringEvolution