Pascal Kerschke

According to our database1, Pascal Kerschke authored at least 25 papers between 2015 and 2019.

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Bibliography

2019
Automated Algorithm Selection on Continuous Black-Box Problems by Combining Exploratory Landscape Analysis and Machine Learning.
Evolutionary Computation, 2019

Automated Algorithm Selection: Survey and Perspectives.
Evolutionary Computation, 2019

Single- and multi-objective game-benchmark for evolutionary algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2019

Exploring the MLDA benchmark on the nevergrad platform.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

Exploratory landscape analysis.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

Making a case for (Hyper-)parameter tuning as benchmark problems.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

Evolving diverse TSP instances by means of novel and creative mutation operators.
Proceedings of the 15th ACM/SIGEVO Conference on Foundations of Genetic Algorithms, 2019

Multimodality in Multi-objective Optimization - More Boon than Bane?
Proceedings of the Evolutionary Multi-Criterion Optimization, 2019

2018
Leveraging TSP Solver Complementarity through Machine Learning.
Evolutionary Computation, 2018



Parameterization of state-of-the-art performance indicators: a robustness study based on inexact TSP solvers.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

2017
OpenML: An R Package to Connect to the Networked Machine Learning Platform OpenML.
CoRR, 2017

Exploratory landscape analysis: advanced tutorial at GECCO 2017.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017

flaccogui: exploratory landscape analysis for everyone.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017

An Expedition to Multimodal Multi-objective Optimization Landscapes.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2017

2016
Modelling interventions in INGARCH processes.
Int. J. Comput. Math., 2016

ASlib: A benchmark library for algorithm selection.
Artif. Intell., 2016

Towards Analyzing Multimodality of Continuous Multiobjective Landscapes.
Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016

Low-Budget Exploratory Landscape Analysis on Multiple Peaks Models.
Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016

The R-Package FLACCO for exploratory landscape analysis with applications to multi-objective optimization problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015
Averaged Hausdorff Approximations of Pareto Fronts based on Multiobjective Estimation of Distribution Algorithms.
CoRR, 2015

Improving the State of the Art in Inexact TSP Solving Using Per-Instance Algorithm Selection.
Proceedings of the Learning and Intelligent Optimization - 9th International Conference, 2015

Detecting Funnel Structures by Means of Exploratory Landscape Analysis.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

An Overview of Topic Discovery in Twitter Communication through Social Media Analytics.
Proceedings of the 21st Americas Conference on Information Systems, 2015


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