Showing 1–20 of 23 results
/ Date/ Name
Mar 26, 2015Averaged Hausdorff Approximations of Pareto Fronts based on Multiobjective Estimation of Distribution AlgorithmsJul 30, 2022HPO X ELA: Investigating Hyperparameter Optimization Landscapes by Means of Exploratory Landscape AnalysisMay 27, 2020Enhancing Resilience of Deep Learning Networks by Means of Transferable AdversariesNov 28, 2018Automated Algorithm Selection: Survey and PerspectivesJun 20, 2018Estimation of component reliability from superposed renewal processes with masked cause of failure by means of latent variablesSep 26, 2016An Ontology of Preference-Based Multiobjective MetaheuristicsDec 18, 2025Best Practices For Empirical Meta-Algorithmic Research: Guidelines from the COSEAL Research NetworkMay 27, 2020Anytime Behavior of Inexact TSP Solvers and Perspectives for Automated Algorithm SelectionJun 23, 2017Social Bots: Human-Like by Means of Human Control?Dec 10, 2024MO-IOHinspector: Anytime Benchmarking of Multi-Objective Algorithms using IOHprofilerOct 2, 2020Multiobjectivization of Local Search: Single-Objective Optimization Benefits From Multi-Objective Gradient DescentJan 2, 2024Deep-ELA: Deep Exploratory Landscape Analysis with Self-Supervised Pretrained Transformers for Single- and Multi-Objective Continuous Optimization ProblemsNov 24, 2017Automated Algorithm Selection on Continuous Black-Box Problems By Combining Exploratory Landscape Analysis and Machine LearningJan 26, 2026LLM Driven Design of Continuous Optimization Problems with Controllable High-level PropertiesMay 28, 2020Dynamic Bi-Objective Routing of Multiple VehiclesFeb 14, 2019OpenbotsApr 12, 2022A Collection of Deep Learning-based Feature-Free Approaches for Characterizing Single-Objective Continuous Fitness LandscapesJan 24, 2026MO-ELA: Rigorously Expanding Exploratory Landscape Features for Automated Algorithm Selection in Continuous Multi-Objective OptimisationMay 28, 2020Towards Decision Support in Dynamic Bi-Objective Vehicle RoutingJun 29, 2020Deep Learning as a Competitive Feature-Free Approach for Automated Algorithm Selection on the Traveling Salesperson Problem