Nikolaus Hansen
Nikolaus Hansen
Inria & Institut Polytechnique de Paris, France
Verified email at Inria.fr - Homepage
TitleCited byYear
Completely derandomized self-adaptation in evolution strategies
N Hansen, A Ostermeier
Evolutionary computation 9 (2), 159-195, 2001
30362001
Problem definitions and evaluation criteria for the CEC 2005 special session on real-parameter optimization
PN Suganthan, N Hansen, JJ Liang, K Deb, YP Chen, A Auger, S Tiwari
KanGAL report 2005005, 2005, 2005
19822005
The CMA evolution strategy: a comparing review
N Hansen
Towards a new evolutionary computation, 75-102, 2006
14222006
Reducing the time complexity of the derandomized evolution strategy with covariance matrix adaptation (CMA-ES)
N Hansen, SD Müller, P Koumoutsakos
Evolutionary computation 11 (1), 1-18, 2003
14152003
Adapting arbitrary normal mutation distributions in evolution strategies: The covariance matrix adaptation
N Hansen, A Ostermeier
Proceedings of IEEE international conference on evolutionary computation …, 1996
9931996
A restart CMA evolution strategy with increasing population size
A Auger, N Hansen
2005 IEEE congress on evolutionary computation 2, 1769-1776, 2005
8542005
Evaluating the CMA evolution strategy on multimodal test functions
N Hansen, S Kern
International Conference on Parallel Problem Solving from Nature, 282-291, 2004
7282004
USPEX—Evolutionary crystal structure prediction
CW Glass, AR Oganov, N Hansen
Computer physics communications 175 (11-12), 713-720, 2006
6322006
Covariance matrix adaptation for multi-objective optimization
C Igel, N Hansen, S Roth
Evolutionary computation 15 (1), 1-28, 2007
6262007
The CMA evolution strategy: A tutorial
N Hansen
Inria, 2005
594*2005
Real-parameter black-box optimization benchmarking 2009: Noiseless functions definitions
N Hansen, S Finck, R Ros, A Auger
3962009
Real-parameter black-box optimization benchmarking 2010: Experimental setup
N Hansen, A Auger, S Finck, R Ros
3912010
Performance evaluation of an advanced local search evolutionary algorithm
A Auger, N Hansen
2005 IEEE congress on evolutionary computation 2, 1777-1784, 2005
2972005
Comparing results of 31 algorithms from the black-box optimization benchmarking BBOB-2009
N Hansen, A Auger, R Ros, S Finck, P Pošík
Proceedings of the 12th annual conference companion on Genetic and …, 2010
2782010
A method for handling uncertainty in evolutionary optimization with an application to feedback control of combustion
N Hansen, ASP Niederberger, L Guzzella, P Koumoutsakos
IEEE Transactions on Evolutionary Computation 13 (1), 180-197, 2008
2542008
A derandomized approach to self-adaptation of evolution strategies
A Ostermeier, A Gawelczyk, N Hansen
Evolutionary Computation 2 (4), 369-380, 1994
2541994
Learning probability distributions in continuous evolutionary algorithms–a comparative review
S Kern, SD Müller, N Hansen, D Büche, J Ocenasek, P Koumoutsakos
Natural Computing 3 (1), 77-112, 2004
2402004
Step-size adaptation based on non-local use of selection information
A Ostermeier, A Gawelczyk, N Hansen
International Conference on Parallel Problem Solving from Nature, 189-198, 1994
2171994
On the Adaptation of Arbitrary Normal Mutation Distributions in Evolution Strategies: The Generating Set Adaptation.
N Hansen, A Ostermeier, A Gawelczyk
ICGA, 57-64, 1995
2041995
Benchmarking a BI-population CMA-ES on the BBOB-2009 function testbed
N Hansen
Proceedings of the 11th Annual Conference Companion on Genetic and …, 2009
2022009
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Articles 1–20