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Compiling
Research Software
2020
MF2: A Collection of Multi-Fidelity Benchmark Functions in Python JOSS Paper Zenodo Archive
Journal Publications
2022
Finding Efficient Trade-offs in Multi-Fidelity Response Surface Modeling ArXiv entry
Full Text (PDF)
Engineering Optimization
Conference Publications
2018
Multi-Fidelity Surrogate Model Approach to Optimization Full Text (PDF) GECCO 2018
Towards a Theory-Guided Benchmarking Suite for Discrete Black-Box Optimization: Profiling (1+λ) EA Variants on OneMax and LeadingOnes Full Text (PDF) GECCO 2018
Towards an Adaptive CMA-ES Configurator Full Text (PDF) PPSN 2018
2017
Algorithm Configuration Data Mining for CMA Evolution Strategies Full Text (PDF) GECCO 2017 (slides)
2016
Evolving the Structure of Evolution Strategies Full Text (PDF) SSCI 2016 (slides)
2015
Optimizing Highly Constrained Truck Loadings Using a Self-Adaptive Genetic Algorithm Full Text (PDF) CEC 2015 (slides)