2009 |
27 | EE | Thomas Voß,
Nikolaus Hansen,
Christian Igel:
Recombination for Learning Strategy Parameters in the MO-CMA-ES.
EMO 2009: 155-168 |
2008 |
26 | EE | Anne Auger,
Nikolaus Hansen:
Evolution strategies and related estimation of distribution algorithms.
GECCO (Companion) 2008: 2727-2740 |
25 | EE | Nikolaus Hansen:
Adaptive Encoding: How to Render Search Coordinate System Invariant.
PPSN 2008: 205-214 |
24 | EE | Raymond Ros,
Nikolaus Hansen:
A Simple Modification in CMA-ES Achieving Linear Time and Space Complexity.
PPSN 2008: 296-305 |
23 | EE | Nikolaus Hansen:
CMA-ES with Two-Point Step-Size Adaptation
CoRR abs/0805.0231: (2008) |
2007 |
22 | EE | Christian Igel,
Nikolaus Hansen,
Stefan Roth:
Covariance Matrix Adaptation for Multi-objective Optimization.
Evolutionary Computation 15(1): 1-28 (2007) |
2006 |
21 | EE | Christian Igel,
Thorsten Suttorp,
Nikolaus Hansen:
Steady-State Selection and Efficient Covariance Matrix Update in the Multi-objective CMA-ES.
EMO 2006: 171-185 |
20 | EE | Anne Auger,
Nikolaus Hansen:
Reconsidering the progress rate theory for evolution strategies in finite dimensions.
GECCO 2006: 445-452 |
19 | EE | Christian Igel,
Thorsten Suttorp,
Nikolaus Hansen:
A computational efficient covariance matrix update and a (1+1)-CMA for evolution strategies.
GECCO 2006: 453-460 |
18 | EE | Nikolaus Hansen,
Fabian Gemperle,
Anne Auger,
Petros Koumoutsakos:
When Do Heavy-Tail Distributions Help?
PPSN 2006: 62-71 |
17 | EE | Stefan Kern,
Nikolaus Hansen,
Petros Koumoutsakos:
Local Meta-models for Optimization Using Evolution Strategies.
PPSN 2006: 939-948 |
16 | EE | Colin W. Glass,
Artem R. Oganov,
Nikolaus Hansen:
USPEX - Evolutionary crystal structure prediction.
Computer Physics Communications 175(11-12): 713-720 (2006) |
15 | EE | Nikolaus Hansen:
An Analysis of Mutative sigma-Self-Adaptation on Linear Fitness Functions.
Evolutionary Computation 14(3): 255-275 (2006) |
2005 |
14 | EE | Anne Auger,
Nikolaus Hansen:
A restart CMA evolution strategy with increasing population size.
Congress on Evolutionary Computation 2005: 1769-1776 |
13 | EE | Anne Auger,
Nikolaus Hansen:
Performance evaluation of an advanced local search evolutionary algorithm.
Congress on Evolutionary Computation 2005: 1777-1784 |
2004 |
12 | EE | Nikolaus Hansen,
Stefan Kern:
Evaluating the CMA Evolution Strategy on Multimodal Test Functions.
PPSN 2004: 282-291 |
11 | EE | Jiri Ocenasek,
Stefan Kern,
Nikolaus Hansen,
Petros Koumoutsakos:
A Mixed Bayesian Optimization Algorithm with Variance Adaptation.
PPSN 2004: 352-361 |
10 | EE | 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 3(1): 77-112 (2004) |
9 | EE | 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 3(3): 355-356 (2004) |
2003 |
8 | | Nikolaus Hansen,
Sibylle D. Müller,
Petros Koumoutsakos:
Reducing the Time Complexity of the Derandomized Evolution Strategy with Covariance Matrix Adaptation (CMA-ES).
Evolutionary Computation 11(1): 1-18 (2003) |
2002 |
7 | EE | Sibylle D. Müller,
Nikolaus Hansen,
Petros Koumoutsakos:
Increasing the Serial and the Parallel Performance of the CMA-Evolution Strategy with Large Populations.
PPSN 2002: 422-431 |
2001 |
6 | | Nikolaus Hansen,
Andreas Ostermeier:
Completely Derandomized Self-Adaptation in Evolution Strategies.
Evolutionary Computation 9(2): 159-195 (2001) |
2000 |
5 | | Nikolaus Hansen:
Invariance, Self-Adaptation and Correlated Mutations and Evolution Strategies.
PPSN 2000: 355-364 |
1996 |
4 | | Nikolaus Hansen,
Andreas Ostermeier:
Adapting Arbitrary Normal Mutation Distributions in Evolution Strategies: The Covariance Matrix Adaptation.
International Conference on Evolutionary Computation 1996: 312-317 |
1995 |
3 | | Nikolaus Hansen,
Andreas Ostermeier,
Andreas Gawelczyk:
On the Adaptation of Arbitrary Normal Mutation Distributions in Evolution Strategies: The Generating Set Adaptation.
ICGA 1995: 57-64 |
1994 |
2 | | Andreas Ostermeier,
Andreas Gawelczyk,
Nikolaus Hansen:
Step-Size Adaption Based on Non-Local Use of Selection Information.
PPSN 1994: 189-198 |
1 | | Andreas Ostermeier,
Andreas Gawelczyk,
Nikolaus Hansen:
A Derandomized Approach to Self Adaptation of Evolution Strategies.
Evolutionary Computation 2(4): 369-380 (1994) |