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Olympus: a benchmarking framework for noisy optimization and experiment planning.
Florian Häse
Matteo Aldeghi
Riley J. Hickman
Loïc M. Roch
Melodie Christensen
Elena Liles
Jason E. Hein
Alán Aspuru-Guzik
Published in:
Mach. Learn. Sci. Technol. (2021)
Keyphrases
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optimization scheme
main contribution
multiscale
case study
optimization method
real time
lightweight
decision support
planning problems
global optimization
theoretical framework
optimization algorithm
dynamic programming
evolutionary algorithm
metadata
information retrieval
data sets