Genetic Algorithms

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9 papers in the last four weeks, up 50% on the four weeks before. 0.1% of all new papers.

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  1. An Island-Based Parallel Biased Random-Key Genetic Algorithm for the Three-Dimensional Trailer Loading Problem

    Sep 30, 2026A. del Río, L. Díaz, L. C. de Vicente +2LogisticsGenetic Algorithms

    Intelligent Systems Department Gradiant Vigo, Spain

  2. Combining LLMs and Genetic Search for ARC-AGI-2

    Sep 23, 2026Val DyachenkoGenetic Algorithms

  3. DCL-GPGLS: Dynamic Curriculum Learning for Genetic Programming Guided Local Search in Large-Scale Vehicle Routing

    Sep 21, 2026Saining Liu, Yi Mei, Mengjie ZhangVehicle Routing ProblemLarge Neighborhood Search

    School of Engineering and Computer Science, Victoria University of Wellington, Wellington, New Zealand

  4. Genetic Programming with Behaviour-based Niching for Learning Guided Local Search in Vehicle Routing Problems

    Sep 21, 2026Saining Liu, Yi Mei, Mengjie ZhangLarge Neighborhood SearchGenetic Algorithms

    School of Engineering and Computer Science, Victoria University of Wellington, Wellington, New Zealand

  5. Graph-Based Design of Soft Grippers with Multi-Objective Quality-Diversity Optimisation

    Sep 17, 2026Andre Farinha, Ge Shi, Harry Bowman +3GripperSoft Robotics

    CSIRO Robotics, Australia

  6. Benchmarking Tabular Foundation Models as Surrogates in Expensive Evolutionary Optimization

    Sep 16, 2026Lu Han, Jin Wang, Yuchen Li +5Surrogate ModelsTabular Foundation Models

    School of Artificial Intelligence, Xidian University, Xi’an 710071, China

  7. HypoEvolve: Genetic Algorithms Enable Multi-Agent LLMs to Discover Scientific Hypotheses

    Sep 14, 2026Jieyuan Liu, Mengzhou Hu, Jefferson Chen +10Hypothesis-Driven Model ExpansionMulti-Agent Evolution

    University of California San Diego · 2Texas A&M University · 3Carnegie Mellon University +1

  8. LLMs as Post-hoc Auditors of Physiological Plausibility in Symbolic Regression: A Clinician-Evaluated Case Study

    Sep 12, 2026Jorge López-Varela, J. Ignacio Hidalgo, José-Manuel Muñoz +6Symbolic RegressionExplainability

    Computer Architecture Department, Universidad Complutense de Madrid, Spain. · Bioinspired Intelligence Ltd., Pozuelo de Alarc´on, Spain · Universidad Aut´onoma de Baja California, M´exico +7

  9. Structural Fusion of Bayesian Networks with Limited Treewidth Using Genetic Algorithms

    Sep 9, 2026Pablo Torrijos, José A. Gámez, José M. PuertaBayesian NetworksGenetic Algorithms

    Instituto de Investigaci´on en Inform´atica de Albacete (I3A). Universidad de Castilla-La Mancha. Albacete, 02071, Spain · Departamento de Sistemas Inform´aticos. Universidad de Castilla-La Mancha. Albacete, 02071, Spain

  10. Genetic Algorithms for Tractable Bayesian Network Fusion via Pre-Fusion Edge Pruning

    Sep 3, 2026Pablo Torrijos, José A. Gámez, José M. Puerta +1Bayesian NetworksGenetic Algorithms

    Universidad de Castilla-La Mancha Departamento de Sistemas Informáticos, Albacete, Spain · Universidad de Castilla-La Mancha Departamento de Matemáticas, Albacete, Spain

  11. Efficient Constant Optimization for Symbolic Regression with GPU-Accelerated Tree-Based Genetic Programming

    Sep 3, 2026Hao Mao, Xu Tony Liu, Shuai Lu +3Symbolic RegressionGenetic Algorithms

    The Hong Kong Polytechnic University, Hong Kong SAR, China · University of Washington, USA · Amazon Web Services, USA +4

  12. Higher Structures in Deep Learning

    Aug 31, 2026Michael L. Roberts, Carlos Zapata Carratalá. Nicholas J. Cooper, Lijun Chen +2Higher-Order StructuresDeep Learning

    Combinatorial Labs · SEMF/Independent Researcher · University of Colorado Boulder

  13. Transformer-Based Flow Shop Scheduling Using MILP-Generated Training Data

    Aug 30, 2026Roderich WallrathJob Shop SchedulingOperations Research

    University of Twente, Faculty of Science and Technology, Sustainable Process Technology, Process Design and Optimization, Drienerlolaan 5, 7522 NB Enschede, The Netherlands

  14. A Graph Neural Network--Guided Genetic Algorithm for Physical Internet Supply Chain Optimization under Cost Uncertainty

    Aug 10, 2026Faezeh Ardali, Gerald M. KnappSupply Chain OptimizationGenetic Algorithms

    Department of Mechanical and Industrial Engineering Louisiana State University, Baton Rouge, LA, USA

  15. Identifying potentiating events in evolutionary search using replay experiments

    Aug 10, 2026Austin J. Ferguson, Alexander LalejiniEvolutionary OptimizationEvolutionary Search

    Grand Valley State University, Allendale, MI, USA

  16. Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective

    Aug 3, 2026Xinwei Yu, Yiyang Fu, Mingcheng Fan +3Evolutionary OptimizationModel Discovery

    Xi’an Jiaotong-Liverpool University, Suzhou 215123, China · Shanghai University, Shanghai 200444, China

  17. Guiding Large Language Models with Genetic Programming-Evolved Heuristic Knowledge for Dynamic Multi-Mode Project Scheduling

    Jul 30, 2026Yuan Tian, Yi Mei, Mengjie ZhangJob Shop SchedulingHeuristics

    Centre for Data Science and Artificial Intelligence & School of Engineering and Computer Science, Victoria University of Wellington, PO Box 600, Wellington 6140, New Zealand

  18. Provable Speedups From Dynamic Population Sizes in Evolutionary Algorithms for Multiobjective Optimization

    Jul 26, 2026Andre OprisMulti-Objective OptimizationGenetic Algorithms

    Faculty of Computer Science and Mathematics University of Passau

  19. Benchmarking Zero-Shot LLM-Generated Parent Selection in Genetic Programming for Symbolic Regression

    Jul 26, 2026Hengzhe Zhang, Qi Chen, Bing Xue +2Symbolic RegressionGenetic Algorithms

    Centre for Data Science and Artificial Intelligence & School of Engineering and Computer Science, Victoria University of Wellington, PO Box 600, Wellington 6140, New Zealand · Department of Computer Science and Engineering, Michigan State University, East Lansing, MI 48824, USA

  20. A genetic algorithm for student academic resource allocation

    Jul 25, 2026Ana F. Hernández, Andrej Franulic, Fernando JiménezCombinatorial OptimizationMetaheuristics

    Dept. Developmental and Educational Psychology University of Murcia, Spain · Comenius iDi SRL, Spain · Dept. Information and Communications Engineering University of Murcia, Spain

  21. Optimizing Sensor Placement for Hydrogen Leak Detection in Enclosed Infrastructure: A Comparative Study Using CFD-informed Genetic Algorithm and DeepSets Neural Surrogate

    Jul 20, 2026Fangnian Wang, Nicholas Tan Jerome, Thomas Jordan +1Mobile Gas Sensor Trajectories Govern Hydrogen Leak DetectionOptimal Sensor Placement

    Karlsruhe Institute of Technology, Hermann-von-Helmholtz-Platz 1, 76344 Eggenstein-Leopoldshafen, Germany.

  22. Hybrid Augmented Lagrangian Method for General Constrained Optimization via Evolutionary Algorithms

    Jul 18, 2026Lampros Printzios, Konstantinos ChatzilygeroudisConstrained OptimizationGenetic Algorithms

    Laboratory of Automation & Robotics (LAR), Department of Electrical & Computer Engineering, University of Patras, University Campus, Patras, GR-26504, Achaia, Greece

  23. Confidence-based Ranking with Adaptive Sampling for Noisy Black-Box Optimisation

    Jul 16, 2026Enrico Halim, Hemant Kumar Singh, Tapabrata RayBlack-Box OptimizationGenetic Algorithms

    The University of New South Wales, Canberra, Australia

  24. 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

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

    Jul 15, 2026Shakiba Shahbandegan, Jose Guadalupe Hernandez, Emily DolsonMulti-Objective OptimizationGenetic Algorithms

  26. An Introduction and Tutorial for the Beagle Framework

    Jul 7, 2026Ilya Basin, Nathan HautGenetic AlgorithmsSymbolic Regression

    Noblis, Reston VA, USA · Michigan State University, East Lansing MI 48824, USA

  27. 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

    Department of Computer Engineering, Faculty of Engineering, Fasa University, Fasa 74617-81189, Iran · Institute for Intelligent Systems Research and Innovation (IISRI), Deakin University, Geelong, Australia · Center of Excellence in Precision Medicine and Digital Health, Department of Physiology, Faculty of Dentistry, Chulalongkorn University, Bangkok 10330, Thailand. +2

  28. Evaluation of Population Initialization Methods for Genetic Programming-based Symbolic Regression

    Jun 30, 2026Lukas Kammerer, Gabriel Kronberger, Deaglan J. Bartlett +3Symbolic RegressionGenetic Algorithms

    Heuristic and Evolutionary Algorithms Laboratory, University of Applied Sciences Upper Austria, Hagenberg, Austria · Astrophysics, University of Oxford, Oxford, UK · Institute of Cosmology & Gravitation, University of Portsmouth, Portsmouth, UK

  29. Why can genetic algorithms work in high-dimensional search spaces?

    Jun 29, 2026Stephen WhitelamGenetic AlgorithmsGradient Descent

    Molecular Foundry, Lawrence Berkeley National Laboratory, 1 Cyclotron Road, Berkeley, CA 94720, USA

  30. Analysis of Parameter Settings for the Bat Algorithm Using Variance Evolution

    Jun 26, 2026Xin-She Yang, Mehmet KaramanogluEvolutionary OptimizationGenetic Algorithms

    Faculty of Science and Technology, Middlesex University, The Burroughs, London NW4 4BT, United Kingdom.

  31. EvoFlock: evolved inverse design of multi-agent motion

    Jun 24, 2026Craig ReynoldsSwarmsMulti-Agent Evolution

    unaffiliated researcher

  32. Gradient-Descent Steps to Success over Mean Accuracy: A Paradigm Shift for ML

    Jun 20, 2026Riccardo Poli, Ahmet YilmazGradient DescentComputational Cost

    School of Computer Science and Electronic Engineering University of Essex Wivenhoe Park, Colchester, CO4 3SQ, UK · Department of Computer Engineering Karamanoglu Mehmetbey University2026 Karaman, 70100, Turkey

  33. Evolutional Math: Cross-Validated Island-Model Genetic Programming for Interpretable Symbolic Regression on Small, Wide Datasets

    Jun 20, 2026Artem AndrianovSymbolic RegressionGenetic Algorithms

    Cyntegrity Germany GmbH, Hofheim am Taunus, Germany · Independent Researcher, Muensterer Str. 49, 65719 Hofheim am Taunus, Germany

  34. Synthetic Network Packet Generation through Statistical Learning and Genetic Algorithms

    Jun 18, 2026Mayank Raj, Nathaniel D. Bastian, Lance Fiondella +1Intrusion DetectionCapture Protocol

    University of Massachusetts Dartmouth Dartmouth, MA USA · United States Military Academy West Point, NY USA

  35. Increasing Resilience of Continuum Robots via Motion Planning Algorithms

    Jun 18, 2026Oxana Shamilyan, Ievgen Kabin, Zoya Dyka +2Motion PlanningPath Planning

    1* IHP – Leibniz-Institut für innovative Mikroelektronik, Frankfurt (Oder), Germany · BTU Cottbus-Senftenberg, Cottbus, Germany · Technical Center, National Academy of Sciences of Ukraine, Kyiv, Ukraine

  36. Evolutionary Two-Stage Hyperparameter Optimization Strategies for Physics-Informed Neural Networks

    Jun 18, 2026Fedor Buzaev, Dmitry Efremenko, Egor Bugaev +4Parametric Physics-Informed Neural NetworkGeneral Grid Search Framework

    HSE University · 1HSE University · AXXX +1

  37. Constraint-aware Optimization in Auto-Tuning

    Jun 17, 2026Floris-Jan Willemsen, Stijn Heldens, Rob V. van Nieuwpoort +1Genetic AlgorithmsTuning

    LIACS, Leiden University, the Netherlands · Netherlands eScience Center, Amsterdam, the Netherlands

  38. Evolutionary Algorithms and Multi-Objective Minimum Spanning Trees with Limited Distinct Weight Values

    Jun 16, 2026Narges Tavassoli Kejani, Andrew M. Sutton, Frank NeumannMulti-Objective OptimizationGenetic Algorithms

    Univ. Lille, CNRS, Centrale Lille, UMR 9189 CRIStal, F-59000, France · University of Minnesota Duluth, Minnesota, USA · Optimisation and Logistics, School of Computer Science and Information Technology, Adelaide University, Adelaide, Australia

  39. Runtime Analysis of Cartesian Genetic Programming in Evolving Boolean Functions

    Jun 14, 2026Duc-Cuong Dang, Roman Kalkreuth, Andre OprisGenetic AlgorithmsRuntime

    University of Passau, Passau, Germany · RWTH Aachen University, Aachen, Germany

  40. Genetic Algorithm Based Coordination and Optimization Model for Generation Grid Load Storage in Active Distribution Networks

    Jun 12, 2026Jinlu Zhang, Fujian Chi, Tianhan Ling +4Genetic AlgorithmsOptimization Modeling

    State Grid Tianjin Binhai Electric Power Supply Company, Tianjin, 300450, Tianjin, China · State Grid Tianjin Electric Power Company, Tianjin, 300000, Tianjin, China

  41. Mathematical perspective on genetic algorithms with optimization guided operators

    Jun 10, 2026Anna Brandenberger, Ilan Doron-Arad, Elchanan MosselGenetic AlgorithmsMathematics

    Department of Mathematics, MIT

  42. Generation of Diverse and Functional Robot Designs using Superquadrics Parametrisation and Quality-Diversity

    Jun 9, 2026Leni Le Goff, Simon Smith, Emma HartEvolutionary OptimizationGenetic Algorithms

    Edinburgh Napier University, Scotland UK

  43. Minimalist Genetic Programming

    Jun 8, 2026Leonardo TrujilloGenetic AlgorithmsLlm-Driven Code Synthesis

    Tecnol´ogico Nacional de M´exico/IT de Tijuana,Tijuana, BC, Me xico · LASIGE, Department of Informatics, Faculty of Sciences, University of Lisbon, Lisbon, Portugal

  44. Discovering Interpretable Multi-Parameter Control Policies for Evolutionary Algorithms Using Deep Reinforcement Learning

    Jun 8, 2026Tai Nguyen, Phong Le, Carola Doerr +1Deep Q-NetworksGenerative Control Policies

    University of St Andrews, St Andrews, United Kingdom · Sorbonne Universit´e, CNRS, LIP6, Paris, France

  45. Calibrating Urban Traffic Simulation from Sparse Road Observations via Genetic Optimization

    Jun 2, 2026Hunter Sawyer, Jesse Roberts, Simon MateiMicroscopic Traffic SimulationsGenetic Algorithms

    Department of Computer Science · Tennessee Technological University · Cookeville, TN

  46. Simultaneous Model-Based Evolution of Constants and Expression Structure in GP-GOMEA for Symbolic Regression

    Jun 1, 2026Johannes Koch, Tanja Alderliesten, Peter A. N. BosmanSymbolic RegressionGenetic Algorithms

    Centrum Wiskunde & Informatica, Amsterdam, The Netherlands · Delft University of Technology, Delft, The Netherlands · Leiden University Medical Center, Leiden, The Netherlands

  47. GP-GOMEA with GPU-Based Fitness Evaluations: Design and Performance Analysis

    May 29, 2026Jasper Post, Johannes Koch, Anton Bouter +2Symbolic RegressionCpu-Gpu Hybrid Designs

    Centrum Wiskunde & Informatica, Amsterdam, The Netherlands · Delft University of Technology, Delft, The Netherlands · Leiden University Medical Center, Leiden, The Netherlands

  48. Runtime Analysis of a Compact Genetic Algorithm on a Truly Multi-valued OneMax Function

    May 28, 2026Martin S. Krejca, Carsten WittGenetic AlgorithmsMaximization

    Laboratoire d’Informatique (LIX), CNRS, École Polytechnique, IP Paris, France · DTU Compute, Technical University of Denmark, Denmark

  49. Domain-Informed Representation for Evolutionary Sieving in Integral and Module Lattices

    May 27, 2026Ahmad Tashfeen, Qi ChengDiffie-HellmanPost-Quantum Cryptography

    University of Oklahoma, Norman OK 73019, USA

  50. A Fresh Look at Lamarckian Evolution and the Baldwin Effect

    May 27, 2026Inès Benito, Johannes F. Lutzeyer, Benjamin DoerrGenetic AlgorithmsEvolutionary Optimization Methods

    Laboratoire d’Informatique (LIX), CNRS, École Polytechnique, Institut Polytechnique de Paris, France

  51. Improving Evaluation of Recombination-based Cartesian Genetic Programming

    May 27, 2026Duy Long Tran, Anja Jankovic, Marie Anastacio +2Genetic AlgorithmsSymbolic Regression

    Chair for AI Methodology, RWTH Aachen University Aachen, Germany

  52. Performance and Explainability Requirements of Evolutionary Algorithms in Real-World Physics-Informed Optimization

    May 27, 2026Helena Stegherr, Michael Heider, Nils Meyer +7Evolutionary OptimizationGenetic Algorithms

    Universität Augsburg, Germany · Universität Augsburg, Augsburg, Germany

  53. A Reinforcement Learning Inspired Latent Yield Based Adaptive Algorithm Switching Mechanism

    May 23, 2026Jayprakash S. Nair, Jimson Mathew, Shivashankar B. NairGenetic AlgorithmsObstacle Avoidance

    Indian Institute of Technology Patna, Bihar 801106, India · Indian Institute of Technology Guwahati, Assam 781039, India

  54. Guiding Multi-Objective Genetic Programming with Description Length Improves Symbolic Regression Solutions

    May 21, 2026Gabriel Kronberger, Fabricio Olivetti de Franca, Deaglan J. Bartlett +2Symbolic RegressionGenetic Algorithms

    Heuristic and Evolutionary Algorithms Laboratory University of Applied Sciences Upper Austria Softwarepark 11, 4232 Hagenberg, Austria · Center of Mathematics, Computing and Cognition Federal University of ABC Av. dos Estados 5001, Santo Andre, 09280-560, SP, Brazil · Astrophysics, University of Oxford Denys Wilkinson Building, Keble Road, Oxford, OX1 3RH, UK +1

  55. Genetic Programming with Transformer-Based Mutation for Approximate Circuit Design

    May 20, 2026Ondrej Galeta, Lukas SekaninaGenetic AlgorithmsQuality-Driven Selective Mutation

    Brno University of Technology, Faculty of Information Technology, Brno, Czech Republic

  56. Privacy-Preserving Distributed Optimization Under Time Constraints Using Secure Multi-Party Computation and Evolutionary Algorithms

    May 20, 2026Sebastian Gruber, Tobias Harzfeld, Christoph G. Schuetz +2DeadlinesGenetic Algorithms

    Johannes Kepler University Linz, Linz, Austria · AIT Austrian Institute of Technology, Vienna, Austria

  57. Multi-population Diversity-guided Genetic Algorithm for Feature Selection in Network Intrusion Detection

    May 19, 2026Chunzhen LiFeature SelectionGenetic Algorithms

    School of Electronic and Information Engineering, Guangdong Ocean University, Zhanjiang, 524088, Guangdong, China

  58. Evolutionary Algorithm for Reservoir Learning and Yielding

    May 19, 2026Julien Testu, Pierrick Legrand, Xavier HinautReservoir ComputingGenetic Algorithms

    UB, Mnemosyne · ENSC, Bordeaux INP · Mnemosyne

  59. Evolving Layer-Specific Scalar Functions for Hardware-Aware Transformer Adaptation

    May 13, 2026Kieran Carrigg, Sigur de Vries, Amirhossein Sadough +1Vision TransformerTransformer Architectures

    Department of Machine Learning and Neural Computing Donders Institute for Brain, Cognition, and Behaviour Thomas van Aquinostraat 4, 6525 GD Nijmegen, The Netherlands

  60. The Geno-Synthetic Algorithm: Type-Factored Coevolutionary Optimization for Heterogeneous Genotypes and Assembled Phenotypes

    May 13, 2026Alex BogdanGenetic AlgorithmsEvolutionary Optimization

    Evolutionairy AI Toronto, Canada