A Simple Modification in CMA-ES Achieving Linear Time and Space Complexity. - Raymond Ros; Nikolaus Hansen (PPSN, 2008)

Benchmarking the pure random search on the BBOB-2009 testbed. - Anne Auger; Raymond Ros (GECCO (Companion), 2009)

Benchmarking the pure random search on the BBOB-2009 noisy testbed. - Anne Auger; Raymond Ros (GECCO (Companion), 2009)

Benchmarking the BFGS algorithm on the BBOB-2009 function testbed. - Raymond Ros (GECCO (Companion), 2009)

Benchmarking the BFGS algorithm on the BBOB-2009 noisy testbed. - Raymond Ros (GECCO (Companion), 2009)

Benchmarking the NEWUOA on the BBOB-2009 function testbed. - Raymond Ros (GECCO (Companion), 2009)

Benchmarking the NEWUOA on the BBOB-2009 noisy testbed. - Raymond Ros (GECCO (Companion), 2009)

Benchmarking sep-CMA-ES on the BBOB-2009 function testbed. - Raymond Ros (GECCO (Companion), 2009)

Benchmarking sep-CMA-ES on the BBOB-2009 noisy testbed. - Raymond Ros (GECCO (Companion), 2009)

Experimental Comparisons of Derivative Free Optimization Algorithms. - Anne Auger; Nikolaus Hansen; Jorge M. Perez Zerpa; Raymond Ros; Marc Schoenauer (SEA, 2009)

Real-Parameter Black-Box Optimisation: Benchmarking and Designing Algorithms. (Optimisation Continue Boîte Noire : Comparaison et Conception d'Algorithmes). - Raymond Ros (2009)

Comparing results of 31 algorithms from the black-box optimization benchmarking BBOB-2009. - Nikolaus Hansen; Anne Auger; Raymond Ros; Steffen Finck; Petr Posík (GECCO (Companion), 2010)

Black-box optimization benchmarking of NEWUOA compared to BIPOP-CMA-ES: on the BBOB noiseless testbed. - Nikolaus Hansen; Raymond Ros (GECCO (Companion), 2010)

Benchmarking a weighted negative covariance matrix update on the BBOB-2010 noiseless testbed. - Nikolaus Hansen; Raymond Ros (GECCO (Companion), 2010)

Benchmarking a weighted negative covariance matrix update on the BBOB-2010 noisy testbed. - Nikolaus Hansen; Raymond Ros (GECCO (Companion), 2010)

Comparison of NEWUOA with different numbers of interpolation points on the BBOB noiseless testbed. - Raymond Ros (GECCO (Companion), 2010)

Comparison of NEWUOA with different numbers of interpolation points on the BBOB noisy testbed. - Raymond Ros (GECCO (Companion), 2010)

Black-box optimization benchmarking the IPOP-CMA-ES on the noiseless testbed: comparison to the BIPOP-CMA-ES. - Raymond Ros (GECCO (Companion), 2010)

Black-box optimization benchmarking the IPOP-CMA-ES on the noisy testbed: comparison to the BIPOP-CMA-ES. - Raymond Ros (GECCO (Companion), 2010)

Comparison-Based Adaptive Strategy Selection with Bandits in Differential Evolution. - Álvaro Fialho; Raymond Ros; Marc Schoenauer; Michèle Sebag (PPSN (1), 2010)

Impacts of invariance in search: When CMA-ES and PSO face ill-conditioned and non-separable problems. - Nikolaus Hansen; Raymond Ros; Nikolas Mauny; Marc Schoenauer; Anne Auger (Appl. Soft Comput., 2011)

COCO: a platform for comparing continuous optimizers in a black-box setting. - Nikolaus Hansen; Anne Auger; Raymond Ros; Olaf Mersmann; Tea Tusar; Dimo Brockhoff (Optim. Methods Softw., 2021)