Benchmarking sep-CMA-ES on the BBOB-2009 Noisy Testbed

Raymond Ros (1, 2)

1 TANC - Algorithmic number theory for cryptology
2 LRI - Laboratoire de Recherche en Informatique

A partly time and space linear CMA-ES is benchmarked on the BBOB-2009 noisy function testbed. This algorithm with a multistart strategy with increasing population size solves 10 functions out of 30 in 20-D.

Mots clés: Benchmarking; Black-box optimization; Evolutionary computation; Covariance matrix adaptation; Evolution strategy

Domaines: Analyse numérique [cs.NA]

Raymond Ros. Benchmarking sep-CMA-ES on the BBOB-2009 Noisy Testbed. GECCO, Jul 2009, Montréal, Canada. ⟨inria-00377090⟩