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Editions20262024

PPSN 2024

A

International Conference on Parallel Problem Solving From Nature

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105
accepted papers
96
authors
September 14-18, 2024
dates
Austria
location

105 / 105 papers

  1. 1
    A Deep Dive Into Effects of Structural Bias on CMA-ES Performance Along Affine Trajectories
    Niki van Stein
    DBLP profile ↗ORCID 0000-0002-0013-7969 ↗
  2. 2
    A First Running Time Analysis of the Strength Pareto Evolutionary Algorithm 2 (SPEA2)
    Shengjie Ren
    DBLP profile ↗ORCID search ↗
  3. 3
    A Potential Function for a Variable-Metric Evolution Strategy
    Stephan Frank
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  4. 4
    A Surrogate-Assisted Partial Optimization for Expensive Constrained Optimization Problems
    Kei Nishihara
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  5. 5
    A Variable-Length Fuzzy Set Representation for Learning Fuzzy-Classifier Systems
    Hiroki Shiraishi
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  6. 6
    Adaptive Sampling of Biomedical Images with Cartesian Genetic Programming
    Yuri Lavinas
    DBLP profile ↗ORCID search ↗
  7. 7
    Aggregated Partial Hypervolumes - An Overall Indicator for Performance Evaluation of Multimodal Multiobjective Optimization Methods
    Ali Ahrari
    DBLP profile ↗ORCID search ↗
  8. 8
    An Adaptive Approach to Bayesian Optimization with Setup Switching Costs
    Stefan Pricopie
    DBLP profile ↗ORCID search ↗
  9. 9
    An Unbounded Archive-Based Inverse Model in Evolutionary Multi-objective Optimization
    Rongguang Ye
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  10. 10
    Analysis of Evolutionary Diversity Optimisation for the Maximum Matching Problem
    Jonathan Gadea Harder
    DBLP profile ↗ORCID search ↗
  11. 11
    Ant Colony Optimization for the Dynamic Electric Vehicle Routing Problem
    Maria N. Anastasiadou
    DBLP profile ↗ORCID search ↗
  12. 12
    Archive-Based Single-Objective Evolutionary Algorithms for Submodular Optimization
    Frank Neumann
    DBLP profile ↗ORCID 0000-0002-2721-3618 ↗
  13. 13
    Attacker-Defender Strategy Optimization Using Multi-objective Competitive Co-Evolution
    Ritam Guha
    DBLP profile ↗ORCID search ↗
  14. 14
    Automatic Brain Tumor Segmentation Using Convolutional Neural Networks: U-Net Framework with PSO-Tuned Hyperparameters
    Shoffan Saifullah
    DBLP profile ↗ORCID search ↗
  15. 15
    Avoiding Redundant Restarts in Multimodal Global Optimization
    Jacob de Nobel
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  16. 16
    Balancing Between Time Budgets and Costs in Surrogate-Assisted Evolutionary Algorithms
    Cedric J. Rodriguez
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  17. 17
    Bayesian Forward-Inverse Transfer for Multiobjective Optimization
    Tingyang Wei
    DBLP profile ↗ORCID search ↗
  18. 18
    Biased Pareto Optimization for Subset Selection with Dynamic Cost Constraints
    Dan-Xuan Liu
    DBLP profile ↗ORCID search ↗
  19. 19
    CMA-ES for Discrete and Mixed-Variable Optimization on Sets of Points
    Kento Uchida
    DBLP profile ↗ORCID search ↗
  20. 20
    Contrasting the Landscapes of Feature Selection Under Different Machine Learning Models
    Arnaud Liefooghe
    DBLP profile ↗ORCID search ↗
  21. 21
    Dancing to the State of the Art? - How Candidate Lists Influence LKH for Solving the Traveling Salesperson Problem
    Jonathan Heins
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  22. 22
    Decision Tree Based Wrappers for Hearing Loss
    Miguel Rabuge
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  23. 23
    Discovering Rotation Symmetric Self-dual Bent Functions with Evolutionary Algorithms
    Claude Carlet
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  24. 24
    Emergence of Specialised Collective Behaviors in Evolving Heterogeneous Swarms
    Fuda van Diggelen
    DBLP profile ↗ORCID search ↗
  25. 25
    Empirical Analysis of the Dynamic Binary Value Problem with IOHprofiler
    Diederick Vermetten
    DBLP profile ↗ORCID search ↗
  26. 26
    Enhancing the Computational Efficiency of Genetic Programming Through Alternative Floating-Point Primitives
    Christopher Crary
    DBLP profile ↗ORCID search ↗
  27. 27
    Entropy, Search Trajectories, and Explainability for Frequency Fitness Assignment
    Sarah L. Thomson
    DBLP profile ↗ORCID search ↗
  28. 28
    Evaluating the Robustness of Deep-Learning Algorithm-Selection Models by Evolving Adversarial Instances
    Emma Hart
    DBLP profile ↗ORCID search ↗
  29. 29
    Evolution-Based Feature Selection for Predicting Dissolved Oxygen Concentrations in Lakes
    Runlong Yu
    DBLP profile ↗ORCID 0000-0003-4080-2377 ↗
  30. 30
    Evolutionary Multi-objective Diversity Optimization
    Anh Viet Do
    DBLP profile ↗ORCID search ↗
  31. 31
    Evolve Cost-Aware Acquisition Functions Using Large Language Models
    Yiming Yao
    DBLP profile ↗ORCID search ↗
  32. 32
    Evolving Populations of Solved Subgraphs with Crossover and Constraint Repair
    Jiwon Lee
    DBLP profile ↗ORCID search ↗
  33. 33
    EvoVec: Evolutionary Image Vectorization with Adaptive Curve Number and Color Gradients
    Egor Bazhenov
    DBLP profile ↗ORCID search ↗
  34. 34
    Exploring Proprioceptive Feedback in the Evolution of Modular Robots
    Babak Hosseinkhani Kargar
    DBLP profile ↗ORCID search ↗
  35. 35
    Faster Optimization Through Genetic Drift
    Cella Florescu
    DBLP profile ↗ORCID search ↗
  36. 36
    Feature Encapsulation by Stages in the Regression Domain Using Grammatical Evolution
    Darian Reyes Fernández de Bulnes
    DBLP profile ↗ORCID search ↗
  37. 37
    Funnels in Multi-objective Fitness Landscapes
    Gabriela Ochoa
    DBLP profile ↗ORCID search ↗
  38. 38
    Generalizing and Unifying Gray-Box Combinatorial Optimization Operators
    Francisco Chicano
    DBLP profile ↗ORCID search ↗
  39. 39
    GPGLS: Genetic Programming Guided Local Search for Large-Scale Vehicle Routing Problems
    Saining Liu
    DBLP profile ↗ORCID search ↗
  40. 40
    Greedy Versus Curious Parent Selection for Multi-objective Evolutionary Algorithms
    Denis Antipov
    DBLP profile ↗ORCID search ↗
  41. 41
    How Population Diversity Influences the Efficiency of Crossover
    Sacha Cerf
    DBLP profile ↗ORCID search ↗
  42. 42
    Hybridizing Target- and SHAP-Encoded Features for Algorithm Selection in Mixed-Variable Black-Box Optimization
    Konstantin Dietrich
    DBLP profile ↗ORCID search ↗
  43. 43
    Hypervolume Gradient Subspace Approximation
    Kenneth Zhang
    DBLP profile ↗ORCID search ↗
  44. 44
    Identifying Easy Instances to Improve Efficiency of ML Pipelines for Algorithm-Selection
    Quentin Renau
    DBLP profile ↗ORCID search ↗
  45. 45
    iMOPSE: a Comprehensive Open Source Library for Single- and Multi-objective Metaheuristic Optimization
    Konrad Gmyrek
    DBLP profile ↗ORCID search ↗
  46. 46
    Improving Continuous Monte Carlo Tree Search for Identifying Parameters in Hybrid Gene Regulatory Networks
    Romain Michelucci
    DBLP profile ↗ORCID search ↗
  47. 47
    Improving the Performance of Relocation Rules for the Container Relocation Problem with the Rollout Algorithm
    Marko Durasevic
    DBLP profile ↗ORCID search ↗
  48. 48
    Influence Maximization in Hypergraphs Using Multi-Objective Evolutionary Algorithms
    Stefano Genetti
    DBLP profile ↗ORCID search ↗
  49. 49
    Innovization for Route Planning Applied to an Uber Movement Speeds Dataset for Berlin
    Eva Röper
    DBLP profile ↗ORCID search ↗
  50. 50
    Knowledge-Guided Optimization for Complex Vehicle Routing with 3D Loading Constraints
    Han Zhang
    DBLP profile ↗ORCID search ↗