Pascal Kerschke

Automated Algorithm Selection: Survey and Perspectives

Pascal Kerschke, Holger H. Hoos, Frank Neumann et al. · Evolutionary Computation · 2018 · 384 citations · Full text

Artificial Intelligence, Mathematical Programming, Engineering +22

ASlib: A benchmark library for algorithm selection

Bernd Bischl, Pascal Kerschke, Lars Kotthoff et al. · Artificial Intelligence · 2016 · 207 citations

Engineering, Benchmark Library, Algorithmic Library +8

Automated Algorithm Selection on Continuous Black-Box Problems by Combining Exploratory Landscape Analysis and Machine Learning

Pascal Kerschke, Heike Trautmann · Evolutionary Computation · 2018 · 160 citations · Full text

Artificial Intelligence, Large-scale Global Optimization, Engineering +18

Leveraging TSP Solver Complementarity through Machine Learning

Pascal Kerschke, Lars Kotthoff, Jakob Bossek et al. · Evolutionary Computation · 2017 · 90 citations · Full text

Detecting Funnel Structures by Means of Exploratory Landscape Analysis

Pascal Kerschke, Simon Wessing, Heike Trautmann · 2015 · 85 citations

Artificial Intelligence, Large-scale Global Optimization, Engineering +18