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Pascal Kerschke

Dancing to the State of the Art? How Candidate Lists Influence LKH for Solving the Traveling Salesperson Problem

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Jul 04, 2024
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Reinvestigating the R2 Indicator: Achieving Pareto Compliance by Integration

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Jul 01, 2024
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Impact of Training Instance Selection on Automated Algorithm Selection Models for Numerical Black-box Optimization

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Apr 11, 2024
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Deep-ELA: Deep Exploratory Landscape Analysis with Self-Supervised Pretrained Transformers for Single- and Multi-Objective Continuous Optimization Problems

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Jan 02, 2024
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Tools for Landscape Analysis of Optimisation Problems in Procedural Content Generation for Games

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Feb 16, 2023
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Mixture of Decision Trees for Interpretable Machine Learning

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Nov 26, 2022
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HPO X ELA: Investigating Hyperparameter Optimization Landscapes by Means of Exploratory Landscape Analysis

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Jul 30, 2022
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MOLE: Digging Tunnels Through Multimodal Multi-Objective Landscapes

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Apr 22, 2022
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A Collection of Deep Learning-based Feature-Free Approaches for Characterizing Single-Objective Continuous Fitness Landscapes

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Apr 13, 2022
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To Boldly Show What No One Has Seen Before: A Dashboard for Visualizing Multi-objective Landscapes

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Nov 29, 2020
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