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Editions20262024

PPSN 2026

A

International Conference on Parallel Problem Solving From Nature

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68
accepted papers
222
authors
August 29-September 2, 2026
dates
Italy
location

68 / 68 papers

  1. 1
    A Bi-heuristic Initialized NSGA-II Algorithm for Multi-skilled Human-Robot Collaborative Disassembly Line Balancing Considering Robot Technology Tiers and Operator Experience Levels
    Mohammad Ghasemi
    ,
    Asef Nazari
    ,
    Emadaldin Arabalibeik
    ,
    Reza Shahabi-Shahmiri
    ,
    Dhananjay R. Thiruvady
  2. 2
    A Generator for Creating Streaming Continuous Optimisation Benchmarks
    Mate Botond Nemeth
    ,
    Emma Hart
    ,
    Kevin Sim
    ,
    Quentin Renau
  3. 3
    A Permutation-Based Reformulation for Approximating Weitzman Diversity for Benchmarking in Multi-objective Optimization
    Mahboubeh Nezhadmoghaddam
    ,
    Adrián Isaí Morales-Paredes
    ,
    Julio Juárez
    ,
    Jesús Guillermo Falcón-Cardona
    ,
    Víctor Adrián Sosa-Hernández
  4. 4
    A Scalable Benchmark Test Suite for Dynamic Multi-objective Optimization with a Changing Number of Objectives
    Ke Shang
    ,
    Zhiyun Xiao
    ,
    Yuxuan Liu
    ,
    Jianguo Li
    ,
    Shaojiang Wang
    ,
    Wei Sun
  5. 5
    Accelerating Bilevel Evolutionary Multi-objective Optimization via Offline Parametric Pareto Set Learning
    Jiarong Ou
    ,
    Yutao Lai
    ,
    Hai-Lin Liu
  6. 6
    Accelerating Lagrangian Relaxation via Dual-Guided Genetic Search for UAV Trajectory and Camera Orientation Optimization
    Ning Xue
    ,
    Yifeng Sheng
    ,
    Yiming Quan
    ,
    Tianxiang Cui
    ,
    Ruibin Bai
  7. 7
    An Analysis of the Focused Jump-and-Repair EA on Parameterized Max-2-Sat
    Liam Gaeuman
    ,
    Mahya Salimi Gamasaei
    ,
    Andrew M. Sutton
  8. 8
    An Easy-to-Use Extension of Surrogate-Assisted Multi-Objective Evolutionary Algorithms for Expensive Robust Optimization
    Takuro Tanaka
    ,
    Yuma Horaguchi
    ,
    Yuma Yamaguchi
    ,
    Kei Nishihara
    ,
    Masaya Nakata
  9. 9
    An Empirical Study on the Realism Gap of Benchmarks for Multi-Objective Neural Architecture Search
    Sebastian Bunda
    ,
    Jeroen Rook
    ,
    Nikolaos Alachiotis
    ,
    Luuk J. Spreeuwers
  10. 10
    Benchmarking the Multi-objective Evolutionary Algorithms for Solving Non-linear Multi-objective Fixed-Charge Transportation Problems
    Cristian Pop
    ,
    Adrian Petrovan
    ,
    Petrica C. Pop
  11. 11
    Beyond IGO-Flow: Toward Convergence Analysis of IGO in Continuous Spaces
    Ryosuke Kimura
    ,
    Youhei Akimoto
  12. 12
    Combinatorial Landscape Analysis for Dominating Set and Vertex Coloring
    Johanna Gasse
    ,
    Antonia Heinen
    ,
    Felix Leonard Knöfel
    ,
    Timo Kötzing
    ,
    Maxim Stanko
  13. 13
    DASOF-HSI: Dual-Stage Adaptive Subset Optimization Framework via Improved Harmony Search for Multimodal Mild Cognitive Impairment Detection
    Chichao An
    ,
    Aoyu Li
    ,
    Yishan Hu
    ,
    Yan Geng
  14. 14
    Decomposing Anytime Algorithm Performance with Bayesian Ranking ANOVA
    Jonathan Wurth
    ,
    Helena Stegherr
    ,
    Michael Heider
    ,
    Jörg Hähner
  15. 15
    Determining Destroy Sets in Large Neighborhood Search by Generative Flow Networks
    Maria Bresich
    ,
    Jingyi Peng
    ,
    Günther R. Raidl
    ,
    Steffen Limmer
  16. 16
    Effective Traveling for Metric Instances of the Traveling Thief Problem
    Jan Eube
    ,
    Kelin Luo
    ,
    Aneta Neumann
    ,
    Frank Neumann
    ,
    Heiko Röglin
  17. 17
    Effects of Objective Normalization on Regions of Interest in Preference-Based Evolutionary Multi-objective Optimization
    Ryuichi Mogami
    ,
    Ryoji Tanabe
  18. 18
    Efficient AB-Cycle Fusion: Boosting GPX and Assessing Its Impact on EAX
    Jonathan Heins
    ,
    Pascal Kerschke
    ,
    Darrell Whitley
  19. 19
    Efficient Multi-child Recombination for Bi-objective NK Landscapes: A Comparison to Exact Pareto Fronts
    Surendra Kurivella
    ,
    Francisco Chicano
    ,
    Darrell Whitley
    ,
    Francesco Cecere
    ,
    Bilel Derbel
  20. 20
    Equilibrium Analysis of a Variable Metric Evolution Strategy
    Stephan Frank
    ,
    Youhei Akimoto
  21. 21
    Evolutionary Algorithms and Multi-objective Minimum Spanning Trees with Limited Distinct Weight Values
    Narges Tavassoli Kejani
    ,
    Andrew M. Sutton
    ,
    Frank Neumann
  22. 22
    Evolutionary Bi-objective Optimization for Safer Student Cycling Routes: Algorithmic Design and Real-World Validation
    Yael Andrade-Ibarra
    ,
    Adriana Lara
    ,
    Luis F. Villagómez-Canela
    ,
    Lourdes Uribe
    ,
    Giovanni Guzmán
  23. 23
    Evolutionary Latent Space Search for Real-Time Dynamic Vehicle Routing Under Demand and Traffic Uncertainty
    Li Li
    ,
    Xun Nie
    ,
    Liang Chang
  24. 24
    First Hitting Times for Multiple Processes and Targets
    Timo Kötzing
    ,
    Jonathan E. Rowe
  25. 25
    From Networks to Landscapes: Sampling and Topographic Visualisation of Continuous LONs
    Quentin Renau
    ,
    Gabriela Ochoa
    ,
    Arnaud Liefooghe
    ,
    Jonathan E. Fieldsend
  26. 26
    From Population to Individual: A New Evolutionary Model for Multi-Objective CMA-ES
    Zheng Tan
    ,
    Bo Yuan
    ,
    Miqing Li
  27. 27
    From Small to Large: A Heuristic Divide-and-Neural-Conquer Framework for Large-Scale Vehicle Routing Problems
    Debing Wang
    ,
    Junyi Luo
    ,
    Zhanhong Fang
    ,
    Yunfeng Xu
    ,
    Zizhen Zhang
  28. 28
    Generating Point Sets of Low Star Discrepancy by Optimizing Kronecker Constructions
    Imène Ait Abderrahim
    ,
    Carola Doerr
    ,
    Martin Durand
  29. 29
    Granular Ball Enhanced Multimodal Ant Colony Optimization for the Multi-Solution Traveling Salesman Problem
    De-Gang Chen
    ,
    Peng Wang
    ,
    Shuyin Xia
  30. 30
    HCPS: Heuristic Candidate-Space Policy Search for Agile Earth Observation Satellite Scheduling
    Pengfei Gao
    ,
    Benkui Zhang
    ,
    Yajing Xu
    ,
    Jinxiao Wang
    ,
    Zhiyuan Yu
    ,
    Kangning Du
    ,
    Bo Xiao
  31. 31
    Hybrid Adaptive RL Preference Learning in Multi-objective Portfolio Optimisation
    Rahul Soni
    ,
    Matthew J. Craven
    ,
    David J. Walker
    ,
    Julian Stander
  32. 32
    Hybrid Multiobjective Evolutionary Search for Realistic Synthetic Face Image Generation
    Lucía Araújo
    ,
    Ignacio Fernández
    ,
    Sergio Nesmachnow
    ,
    Pedro Moreno-Bernal
    ,
    Jamal Toutouh
  33. 33
    Improved Runtime Bound for the (μ +1) -EA on BinVal
    Joris Belder
    ,
    Johannes Lengler
    ,
    Raghu Raman Ravi
  34. 34
    Insights from Multi-tasking the EAX Algorithm for the Travelling Salesperson Problem
    Liam Wigney
    ,
    Aneta Neumann
    ,
    Yew Soon Ong
    ,
    Frank Neumann
  35. 35
    Learning to Solve Complex Constrained Routing Problems with Feasibility-Guided Reward And Diversity-Guided Policy
    Yuanxu Yang
    ,
    Zikang Yu
    ,
    Jiahai Wang
    ,
    Jieyi Bi
    ,
    Jinbiao Chen
    ,
    Zizhen Zhang
  36. 36
    Learning-Augmented Cluster-Wise Prediction for Dynamic Multi-Objective Optimization
    Lijing Zhang
    ,
    Yan Qiang
    ,
    Juanjuan Zhao
  37. 37
    Linear Ordering Problem: Time for a Change
    Fabrizio Fagiolo
    ,
    Marco Baioletti
    ,
    Valentino Santucci
  38. 38
    Matrix-Based Ant Colony Optimization with Matrix-Based 2-Opt for Traveling Salesman Problem
    Chen-Ke Qiu
    ,
    Gong-Wei Song
    ,
    Qiang Yang
    ,
    Dan-Ting Duan
    ,
    Pei-Lan Xu
    ,
    Xu-Dong Gao
    ,
    Zhenyu Lu
    ,
    Jun Zhang
  39. 39
    Multi-objective Approaches for Leakage-Safe Compact Prediction on Temporal Logs
    Qianyun Ye
    ,
    Mounir Hafsa
    ,
    Laetitia Jourdan
    ,
    Clarisse Dhaenens
    ,
    Julie Jacques
  40. 40
    Multitask Pareto Optimization for Monotone Submodular Problems with Dynamic Constraints
    Liam Wigney
    ,
    Frank Neumann
  41. 41
    Never-Forgetting Genetic Algorithms on OneMax: First Insights
    Maxim Buzdalov
    ,
    Christine Zarges
  42. 42
    Objective-Induced Bias and Search Dynamics in Multiobjective Unsupervised Feature Selection
    Mathieu Cherpitel
    ,
    Thomas Bäck
    ,
    Martijn Tannemaat
    ,
    Anna V. Kononova
  43. 43
    On the Generalization Bounds of Symbolic Regression with Genetic Programming
    Masahiro Nomura
    ,
    Ryoki Hamano
    ,
    Isao Ono
  44. 44
    On the Runtime Analysis of Reinforcement Learning Hyper-Heuristics
    Pietro S. Oliveto
    ,
    Zhenyu Wang
    ,
    Peizhou Wu
    ,
    Mengqing Xu
  45. 45
    Operator-Host Compatibility: When Does IVF Help SPEA2, NSGA-II, or NSGA-III?
    Pedro Sanches Zambrano
    ,
    Eduardo Faria de Souza
    ,
    Altino Dantas
    ,
    Celso G. Camilo-Junior
  46. 46
    Parallel Local Search for MaxSAT with Solutions and Score Functions Co-evolving
    Mengchuan Zou
    ,
    Peng Lin
    ,
    Yi Chu
    ,
    Shaowei Cai
  47. 47
    Performance Indicators for Anytime Performance Analysis of Multi-objective Evolutionary Algorithms
    Lie Meng Pang
    ,
    Hisao Ishibuchi
  48. 48
    Pooling with Optimal Hypervolume Subset Selection for Bi-objective Evolutionary Optimization
    Melika Zabihi Neyshaburi
    ,
    Dirk V. Arnold
  49. 49
    Population-Aware Contrastive Surrogates for Expensive Multiobjective Optimization
    Songbai Liu
    ,
    Xun Zhou
    ,
    Hao Sun
    ,
    Lijia Ma
    ,
    Qiuzhen Lin
    ,
    Jianyong Chen
  50. 50
    Preference Guided Multiobjective Bayesian Optimization with Aspiration and Reservation Levels
    Maomao Liang
    ,
    Juergen Branke
    ,
    Kaisa Miettinen
    ,
    Bhupinder Singh Saini
    ,
    Michael T. M. Emmerich