Table of Contents

• Automated Algorithm Selection in Single-Objective Continuous Optimization: A Comparative Study of Deep Learning and Landscape Analysis MethodsRaphael Patrick Prager, Moritz Vinzent Seiler, Heike Trautmann, Pascal Kerschke. 3-17 [doi]
• Improving Nevergrad's Algorithm Selection Wizard NGOpt Through Automated Algorithm ConfigurationRisto Trajanov, Ana Nikolikj, Gjorgjina Cenikj, Fabien Teytaud, Mathurin Videau, Olivier Teytaud, Tome Eftimov, Manuel López-Ibáñez 0001, Carola Doerr. 18-31 [doi]
• Non-elitist Selection Can Improve the Performance of IraceFurong Ye, Diederick Vermetten, Carola Doerr, Thomas Bäck. 32-45 [doi]
• Per-run Algorithm Selection with Warm-Starting Using Trajectory-Based FeaturesAna Kostovska, Anja Jankovic, Diederick Vermetten, Jacob de Nobel, Hao Wang 0025, Tome Eftimov, Carola Doerr. 46-60 [doi]
• A Systematic Approach to Analyze the Computational Cost of Robustness in Model-Assisted Robust OptimizationSibghat Ullah, Hao Wang 0025, Stefan Menzel, Bernhard Sendhoff, Thomas Bäck. 63-75 [doi]
• Adaptive Function Value Warping for Surrogate Model Assisted Evolutionary OptimizationAmir Abbasnejad, Dirk V. Arnold. 76-89 [doi]
• Efficient Approximation of Expected Hypervolume Improvement Using Gauss-Hermite QuadratureAlma A. M. Rahat, Tinkle Chugh, Jonathan E. Fieldsend, Richard Allmendinger 0001, Kaisa Miettinen. 90-103 [doi]
• Finding Knees in Bayesian Multi-objective OptimizationArash Heidari, Jixiang Qing, Sebastian Rojas-Gonzalez, Jürgen Branke, Tom Dhaene, Ivo Couckuyt. 104-117 [doi]
• High Dimensional Bayesian Optimization with Kernel Principal Component AnalysisKirill Antonov, Elena Raponi, Hao Wang 0025, Carola Doerr. 118-131 [doi]
• Single Interaction Multi-Objective Bayesian OptimizationJuan Ungredda, Jürgen Branke, Mariapia Marchi, Teresa Montrone. 132-145 [doi]
• Surrogate-Assisted LSHADE Algorithm Utilizing Recursive Least Squares FilterMateusz Zaborski, Jacek Mandziuk. 146-159 [doi]
• Towards Efficient Multiobjective Hyperparameter Optimization: A Multiobjective Multi-fidelity Bayesian Optimization and Hyperband AlgorithmZefeng Chen, Yuren Zhou, Zhengxin Huang, Xiaoyun Xia. 160-174 [doi]
• A Continuous Optimisation Benchmark Suite from Neural Network RegressionKatherine M. Malan, Christopher W. Cleghorn. 177-191 [doi]
• BBE: Basin-Based Evaluation of Multimodal Multi-objective Optimization ProblemsJonathan Heins, Jeroen Rook, Lennart Schäpermeier, Pascal Kerschke, Jakob Bossek, Heike Trautmann. 192-206 [doi]
• Evolutionary Approaches to Improving the Layouts of Instance-SpacesKevin Sim, Emma Hart. 207-219 [doi]
• A Novelty-Search Approach to Filling an Instance-Space with Diverse and Discriminatory Instances for the Knapsack ProblemAlejandro Marrero, Eduardo Segredo, Coromoto León, Emma Hart. 223-236 [doi]
• Co-evolutionary Diversity Optimisation for the Traveling Thief ProblemAdel Nikfarjam, Aneta Neumann, Jakob Bossek, Frank Neumann 0001. 237-249 [doi]
• Computing High-Quality Solutions for the Patient Admission Scheduling Problem Using Evolutionary Diversity OptimisationAdel Nikfarjam, Amirhossein Moosavi, Aneta Neumann, Frank Neumann 0001. 250-264 [doi]
• Cooperative Multi-agent Search on Endogenously-Changing Fitness LandscapesChin Woei Lim, Richard Allmendinger 0001, Joshua D. Knowles, Ayesha AlHosani, Mercedes Bleda. 265-278 [doi]
• Evolutionary Algorithm for Vehicle Routing with Diversity Oscillation MechanismPiotr Cybula, Andrzej Jaszkiewicz, Przemyslaw Pelka, Marek Rogalski 0001, Piotr Sielski. 279-293 [doi]
• Evolutionary Algorithms for Limiting the Effect of Uncertainty for the Knapsack Problem with Stochastic ProfitsAneta Neumann, Yue Xie, Frank Neumann 0001. 294-307 [doi]
• Self-adaptation via Multi-objectivisation: An Empirical StudyXiaoyu Qin, Per Kristian Lehre. 308-323 [doi]
• The Combined Critical Node and Edge Detection Problem. An Evolutionary ApproachTamás Képes, Noémi Gaskó, Géza Vekov. 324-338 [doi]
• Attention-Based Genetic Algorithm for Adversarial Attack in Natural Language ProcessingShasha Zhou, Ke Li 0001, Geyong Min. 341-355 [doi]
• Deep Reinforcement Learning with Two-Stage Training Strategy for Practical Electric Vehicle Routing Problem with Time WindowsJinbiao Chen, Huanhuan Huang, Zizhen Zhang, Jiahai Wang. 356-370 [doi]
• Evolving Through the Looking Glass: Learning Improved Search Spaces with Variational AutoencodersPeter J. Bentley, Soo Ling Lim, Adam Gaier, Linh Tran. 371-384 [doi]
• Generalization and Computation for Policy Classes of Generative Adversarial Imitation LearningYirui Zhou, Yangchun Zhang, Xiaowei Liu, Wanying Wang, Zhengping Che, Zhiyuan Xu, Jian Tang 0008, Yaxin Peng. 385-399 [doi]
• Generative Models over Neural Controllers for Transfer LearningJames Butterworth, Rahul Savani, Karl Tuyls. 400-413 [doi]
• HVC-Net: Deep Learning Based Hypervolume Contribution ApproximationKe Shang, Weiduo Liao, Hisao Ishibuchi. 414-426 [doi]
• Multi-objective Evolutionary Ensemble Pruning Guided by Margin DistributionYu-Chang Wu, Yi-Xiao He, Chao Qian 0001, Zhi-Hua Zhou. 427-441 [doi]
• Revisiting Attention-Based Graph Neural Networks for Graph ClassificationYe Tao, Ying Li, Zhonghai Wu. 442-458 [doi]
• Robust Neural Network Pruning by Cooperative CoevolutionJia-Liang Wu, Haopu Shang, Wenjing Hong, Chao Qian 0001. 459-473 [doi]
• SemiGraphFL: Semi-supervised Graph Federated Learning for Graph ClassificationYe Tao, Ying Li, Zhonghai Wu. 474-487 [doi]
• Evolutionary Design of Reduced Precision Preprocessor for Levodopa-Induced Dyskinesia ClassifierMartin Hurta, Michaela Drahosova, Vojtech Mrazek. 491-504 [doi]
• In-Materio Extreme Learning MachinesBenedict. A. H. Jones, Noura Al Moubayed, Dagou A. Zeze, Chris Groves 0001. 505-519 [doi]
• On the Impact of the Duration of Evaluation Episodes on the Evolution of Adaptive RobotsLarissa Gremelmaier Rosa, Vitor Hugo Homem, Stefano Nolfi, Jônata Tyska Carvalho. 520-529 [doi]
• Analysing the Fitness Landscape Rotation for Combinatorial OptimisationJoan Alza, Mark Bartlett, Josu Ceberio, John A. W. McCall. 533-547 [doi]
• Analysis of Search Landscape Samplers for Solver Performance Prediction on a University Timetabling ProblemThomas Feutrier, Marie-Eléonore Kessaci, Nadarajen Veerapen. 548-561 [doi]
• Fractal Dimension and Perturbation Strength: A Local Optima Networks ViewSarah L. Thomson, Gabriela Ochoa, Sébastien Vérel. 562-574 [doi]
• HPO ˟ ELA: Investigating Hyperparameter Optimization Landscapes by Means of Exploratory Landscape AnalysisLennart Schneider, Lennart Schäpermeier, Raphael Patrick Prager, Bernd Bischl, Heike Trautmann, Pascal Kerschke. 575-589 [doi]
• Increasing the Diversity of Benchmark Function Sets Through Affine RecombinationKonstantin Dietrich, Olaf Mersmann. 590-602 [doi]
• Neural Architecture Search: A Visual AnalysisGabriela Ochoa, Nadarajen Veerapen. 603-615 [doi]