| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Nikolaus Hansen, Raymond Ros, Nikolas Mauny, Marc Schoenauer, Anne Auger |
Impacts of invariance in search: When CMA-ES and PSO face ill-conditioned and non-separable problems.  |
Appl. Soft Comput.  |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Mohamed Jebalia, Anne Auger, Nikolaus Hansen |
Log-Linear Convergence and Divergence of the Scale-Invariant (1+1)-ES in Noisy Environments. |
Algorithmica |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Nikolaus Hansen |
Injecting External Solutions Into CMA-ES |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | Anne Auger, Dimo Brockhoff, Nikolaus Hansen |
Mirrored sampling in evolution strategies with weighted recombination. |
GECCO |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Nikolaus Hansen, Anne Auger |
CMA-ES: evolution strategies and covariance matrix adaptation. |
GECCO (Companion) |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Anne Auger, Dimo Brockhoff, Nikolaus Hansen |
Analyzing the impact of mirrored sampling and sequential selection in elitist evolution strategies. |
FOGA |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Anne Auger, Nikolaus Hansen, Jorge M. Perez Zerpa, Raymond Ros, Marc Schoenauer |
Experimental Comparisons of Derivative Free Optimization Algorithms |
CoRR |
2010 |
DBLP BibTeX RDF |
|
| 1 | Dimo Brockhoff, Anne Auger, Nikolaus Hansen, Dirk V. Arnold, Tim Hohm |
Mirrored Sampling and Sequential Selection for Evolution Strategies. |
PPSN |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Anne Auger, Dimo Brockhoff, Nikolaus Hansen |
Mirrored variants of the (1, 2)-CMA-ES compared on the noiseless BBOB-2010 testbed. |
GECCO (Companion) |
2010 |
DBLP DOI BibTeX RDF |
benchmarking, black-box optimization |
| 1 | Anne Auger, Dimo Brockhoff, Nikolaus Hansen |
Benchmarking the (1, 4)-CMA-ES with mirrored sampling and sequential selection on the noisy BBOB-2010 testbed. |
GECCO (Companion) |
2010 |
DBLP DOI BibTeX RDF |
benchmarking, black-box optimization |
| 1 | Nikolaus Hansen, Anne Auger, Raymond Ros, Steffen Finck, Petr Posík |
Comparing results of 31 algorithms from the black-box optimization benchmarking BBOB-2009. |
GECCO (Companion) |
2010 |
DBLP DOI BibTeX RDF |
benchmarking, black-box optimization |
| 1 | Anne Auger, Dimo Brockhoff, Nikolaus Hansen |
Benchmarking the (1, 4)-CMA-ES with mirrored sampling and sequential selection on the noiseless BBOB-2010 testbed. |
GECCO (Companion) |
2010 |
DBLP DOI BibTeX RDF |
benchmarking, black-box optimization |
| 1 | Anne Auger, Dimo Brockhoff, Nikolaus Hansen |
Investigating the impact of sequential selection in the (1, 4)-CMA-ES on the noiseless BBOB-2010 testbed. |
GECCO (Companion) |
2010 |
DBLP DOI BibTeX RDF |
benchmarking, black-box optimization |
| 1 | Anne Auger, Dimo Brockhoff, Nikolaus Hansen |
Investigating the impact of sequential selection in the (1, 2)-CMA-ES on the noisy BBOB-2010 testbed. |
GECCO (Companion) |
2010 |
DBLP DOI BibTeX RDF |
benchmarking, black-box optimization |
| 1 | Anne Auger, Dimo Brockhoff, Nikolaus Hansen |
Investigating the impact of sequential selection in the (1, 4)-CMA-ES on the noisy BBOB-2010 testbed. |
GECCO (Companion) |
2010 |
DBLP DOI BibTeX RDF |
benchmarking, black-box optimization |
| 1 | Nikolaus Hansen, Raymond Ros |
Black-box optimization benchmarking of NEWUOA compared to BIPOP-CMA-ES: on the BBOB noiseless testbed. |
GECCO (Companion) |
2010 |
DBLP DOI BibTeX RDF |
benchmarking, evolution strategy, black-box optimization, derivative-free optimization |
| 1 | Anne Auger, Dimo Brockhoff, Nikolaus Hansen |
Mirrored variants of the (1, 4)-CMA-ES compared on the noiseless BBOB-2010 testbed. |
GECCO (Companion) |
2010 |
DBLP DOI BibTeX RDF |
benchmarking, black-box optimization |
| 1 | Anne Auger, Dimo Brockhoff, Nikolaus Hansen |
Mirrored variants of the (1, 4)-CMA-ES compared on the noisy BBOB-2010 testbed. |
GECCO (Companion) |
2010 |
DBLP DOI BibTeX RDF |
benchmarking, black-box optimization |
| 1 | Nikolaus Hansen, Raymond Ros |
Benchmarking a weighted negative covariance matrix update on the BBOB-2010 noisy testbed. |
GECCO (Companion) |
2010 |
DBLP DOI BibTeX RDF |
IPOP-CMA-ES, active CMA-ES, benchmarking, black-box optimization, CMA-ES |
| 1 | Thomas Voß, Nikolaus Hansen, Christian Igel |
Improved step size adaptation for the MO-CMA-ES. |
GECCO |
2010 |
DBLP DOI BibTeX RDF |
mo-cma-es, step size adaptation, multi-objective optimization, evolution strategy, covariance matrix adaptation |
| 1 | Anne Auger, Dimo Brockhoff, Nikolaus Hansen |
Comparing the (1+1)-CMA-ES with a mirrored (1+2)-CMA-ES with sequential selection on the noiseless BBOB-2010 testbed. |
GECCO (Companion) |
2010 |
DBLP DOI BibTeX RDF |
benchmarking, black-box optimization |
| 1 | Nikolaus Hansen, Raymond Ros |
Benchmarking a weighted negative covariance matrix update on the BBOB-2010 noiseless testbed. |
GECCO (Companion) |
2010 |
DBLP DOI BibTeX RDF |
IPOP-CMA-ES, active CMA-ES, benchmarking, black-box optimization, CMA-ES |
| 1 | Dirk V. Arnold, Nikolaus Hansen |
Active covariance matrix adaptation for the (1+1)-CMA-ES. |
GECCO |
2010 |
DBLP DOI BibTeX RDF |
stochastic optimisation, variable metric algorithm, evolution strategy, covariance matrix adaptation |
| 1 | Anne Auger, Dimo Brockhoff, Nikolaus Hansen |
Investigating the impact of sequential selection in the (1, 2)-CMA-ES on the noiseless BBOB-2010 testbed. |
GECCO (Companion) |
2010 |
DBLP DOI BibTeX RDF |
benchmarking, black-box optimization |
| 1 | Anne Auger, Dimo Brockhoff, Nikolaus Hansen |
Mirrored variants of the (1, 2)-CMA-ES compared on the noisy BBOB-2010 testbed. |
GECCO (Companion) |
2010 |
DBLP DOI BibTeX RDF |
benchmarking, black-box optimization |
| 1 | Thorsten Suttorp, Nikolaus Hansen, Christian Igel |
Efficient covariance matrix update for variable metric evolution strategies. |
Machine Learning |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Nikolaus Hansen, André S. P. Niederberger, Lino Guzzella, Petros Koumoutsakos |
A Method for Handling Uncertainty in Evolutionary Optimization With an Application to Feedback Control of Combustion. |
IEEE Trans. Evolutionary Computation |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Nikolaus Hansen |
Benchmarking a BI-population CMA-ES on the BBOB-2009 function testbed. |
GECCO (Companion) |
2009 |
DBLP DOI BibTeX RDF |
evolutionary computation, benchmarking, black-box optimization, CMA-ES |
| 1 | Anne Auger, Nikolaus Hansen |
Benchmarking the (1+1)-CMA-ES on the BBOB-2009 function testbed. |
GECCO (Companion) |
2009 |
DBLP DOI BibTeX RDF |
evolutionary computation, benchmarking, black-box optimization, CMA-ES |
| 1 | Nikolaus Hansen |
Benchmarking a BI-population CMA-ES on the BBOB-2009 noisy testbed. |
GECCO (Companion) |
2009 |
DBLP DOI BibTeX RDF |
evolutionary computation, benchmarking, black-box optimization, direct search, CMA-ES |
| 1 | Nikolaus Hansen |
Benchmarking the nelder-mead downhill simplex algorithm with many local restarts. |
GECCO (Companion) |
2009 |
DBLP DOI BibTeX RDF |
evolutionary computation, benchmarking, black-box optimization, direct search, CMA-ES |
| 1 | Anne Auger, Nikolaus Hansen |
Benchmarking the (1+1)-CMA-ES on the BBOB-2009 noisy testbed. |
GECCO (Companion) |
2009 |
DBLP DOI BibTeX RDF |
evolutionary computation, benchmarking, black-box optimization, CMA-ES |
| 1 | Anne Auger, Nikolaus Hansen, Jorge M. Perez Zerpa, Raymond Ros, Marc Schoenauer |
Experimental Comparisons of Derivative Free Optimization Algorithms. |
SEA |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Thomas Voß, Nikolaus Hansen, Christian Igel |
Recombination for Learning Strategy Parameters in the MO-CMA-ES. |
EMO |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Nikolaus Hansen |
CMA-ES with Two-Point Step-Size Adaptation |
CoRR |
2008 |
DBLP BibTeX RDF |
|
| 1 | Raymond Ros, Nikolaus Hansen |
A Simple Modification in CMA-ES Achieving Linear Time and Space Complexity. |
PPSN |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Nikolaus Hansen |
Adaptive Encoding: How to Render Search Coordinate System Invariant. |
PPSN |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Anne Auger, Nikolaus Hansen |
Evolution strategies and related estimation of distribution algorithms. |
GECCO (Companion) |
2008 |
DBLP DOI BibTeX RDF |
adaptation, evolution strategy, tutorial |
| 1 | Christian Igel, Nikolaus Hansen, Stefan Roth |
Covariance Matrix Adaptation for Multi-objective Optimization. |
Evolutionary Computation |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Colin W. Glass, Artem R. Oganov, Nikolaus Hansen |
USPEX - Evolutionary crystal structure prediction. |
Computer Physics Communications |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Nikolaus Hansen |
An Analysis of Mutative sigma-Self-Adaptation on Linear Fitness Functions. |
Evolutionary Computation |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Nikolaus Hansen, Fabian Gemperle, Anne Auger, Petros Koumoutsakos |
When Do Heavy-Tail Distributions Help? |
PPSN |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Stefan Kern, Nikolaus Hansen, Petros Koumoutsakos |
Local Meta-models for Optimization Using Evolution Strategies. |
PPSN |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Anne Auger, Nikolaus Hansen |
Reconsidering the progress rate theory for evolution strategies in finite dimensions. |
GECCO |
2006 |
DBLP DOI BibTeX RDF |
theory, evolution strategy, convergence rate, progress rate |
| 1 | Christian Igel, Thorsten Suttorp, Nikolaus Hansen |
A computational efficient covariance matrix update and a (1+1)-CMA for evolution strategies. |
GECCO |
2006 |
DBLP DOI BibTeX RDF |
rank-one update, evolution strategy, Cholesky factors, covariance matrix adaptation |
| 1 | Christian Igel, Thorsten Suttorp, Nikolaus Hansen |
Steady-State Selection and Efficient Covariance Matrix Update in the Multi-objective CMA-ES. |
EMO |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Anne Auger, Nikolaus Hansen |
Performance evaluation of an advanced local search evolutionary algorithm. |
Congress on Evolutionary Computation |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Anne Auger, Nikolaus Hansen |
A restart CMA evolution strategy with increasing population size. |
Congress on Evolutionary Computation |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Stefan Kern, Sibylle D. Müller, Nikolaus Hansen, Dirk Büche, Jiri Ocenasek, Petros Koumoutsakos |
Learning Probability Distributions in Continuous Evolutionary Algorithms - a Comparative Review. |
Natural Computing |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Stefan Kern, Sibylle D. Müller, Nikolaus Hansen, Dirk Büche, Jiri Ocenasek, Petros Koumoutsakos |
Learning probability distributions in continuous evolutionary algorithms - a comparative review. |
Natural Computing |
2004 |
DBLP DOI BibTeX RDF |
Bayesian optimization, adaptation, learning, evolutionary algorithm, estimation of distribution algorithm, evolution strategy, probability distribution |
| 1 | Nikolaus Hansen, Stefan Kern |
Evaluating the CMA Evolution Strategy on Multimodal Test Functions. |
PPSN |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Jiri Ocenasek, Stefan Kern, Nikolaus Hansen, Petros Koumoutsakos |
A Mixed Bayesian Optimization Algorithm with Variance Adaptation. |
PPSN |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Nikolaus Hansen, Sibylle D. Müller, Petros Koumoutsakos |
Reducing the Time Complexity of the Derandomized Evolution Strategy with Covariance Matrix Adaptation (CMA-ES). |
Evolutionary Computation |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Sibylle D. Müller, Nikolaus Hansen, Petros Koumoutsakos |
Increasing the Serial and the Parallel Performance of the CMA-Evolution Strategy with Large Populations. |
PPSN |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Nikolaus Hansen, Andreas Ostermeier |
Completely Derandomized Self-Adaptation in Evolution Strategies. |
Evolutionary Computation |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Nikolaus Hansen |
Invariance, Self-Adaptation and Correlated Mutations and Evolution Strategies. |
PPSN |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | Nikolaus Hansen |
Verallgemeinerte individuelle Schrittweitenregelung in der Evolutionsstrategie - eine Untersuchung zur entstochastisierten, koordinatensystemunabhängigen Adaptation der Mutationsverteilung. |
|
1998 |
RDF |
|
| 1 | Nikolaus Hansen, Andreas Ostermeier |
Adapting Arbitrary Normal Mutation Distributions in Evolution Strategies: The Covariance Matrix Adaptation. |
International Conference on Evolutionary Computation |
1996 |
DBLP BibTeX RDF |
|
| 1 | Nikolaus Hansen, Andreas Ostermeier, Andreas Gawelczyk |
On the Adaptation of Arbitrary Normal Mutation Distributions in Evolution Strategies: The Generating Set Adaptation. |
ICGA |
1995 |
DBLP BibTeX RDF |
|
| 1 | Andreas Ostermeier, Andreas Gawelczyk, Nikolaus Hansen |
A Derandomized Approach to Self Adaptation of Evolution Strategies. |
Evolutionary Computation |
1994 |
DBLP DOI BibTeX RDF |
|
| 1 | Andreas Ostermeier, Andreas Gawelczyk, Nikolaus Hansen |
Step-Size Adaption Based on Non-Local Use of Selection Information. |
PPSN |
1994 |
DBLP DOI BibTeX RDF |
mutative step-size control, individual step-size, adaptation, self-adaptation, scaling, evolution strategy, step-size |
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