Benchmarking the (1+1)-CMA-ES on the BBOB-2009 noisy testbed

Proceedings of the 11th Annual Genetic and Evolutionary Computation Conference, GECCO-2009

Volumn 2009-January, Issue , 2009, Pages 2467-2471

  Auger, Anne ^a   Hansen, Nikolaus ^b  

^a INRIA SACLAY   (France)

^b MICROSOFT RESEARCH   (United States)

Author keywords

benchmarking; black box optimization; CMA ES; evolutionary computation

Indexed keywords

CALCULATIONS; EVOLUTIONARY ALGORITHMS; OPTIMIZATION; STOCHASTIC SYSTEMS; TESTBEDS;

BLACK BOXES; BLACK-BOX OPTIMIZATION; CMA-ES; OBJECTIVE FUNCTIONS; SEARCH SPACES; STOCHASTIC ALGORITHMS;

BENCHMARKING;

EID: 78149266466     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1570256.1570345     Document Type: Conference Paper

References (6)

1. A. Auger and N. Hansen. Benchmarking the (1+1)-CMA-ES on the BBOB-2009 Function Testbed. In Workshop Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2009). ACM Press, 2009.
2. S. Finck, N. Hansen, R. Ros, and A. Auger. Real-parameter black-box optimization benchmarking 2009: Presentation of the noisy functions. Technical Report 2009/21, Research Center PPE, 2009.
3. N. Hansen. Benchmarking a BI-population CMA-ES on the BBOB-2009 function testbed. In Workshop Proceedings of the GECCO Genetic and Evolutionary Computation Conference. ACM, 2009.
4. N. Hansen, A. Auger, S. Finck, and R. Ros. Real-parameter black-box optimization benchmarking 2009: Experimental setup. Technical Report RR-6828, INRIA, 2009.
5. N. Hansen, S. Finck, R. Ros, and A. Auger. Real-parameter black-box optimization benchmarking 2009: Noisy functions definitions. Technical Report RR-6869, INRIA, 2009.
6. N. Hansen and A. Ostermeier. Completely derandomized self-Adaptation in evolution strategies