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Nikolaus Hansen: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]
Publications of Author
- Christian Igel, Thorsten Suttorp, Nikolaus Hansen
Steady-State Selection and Efficient Covariance Matrix Update in the Multi-objective CMA-ES. [Citation Graph (0, 0)][DBLP]
EMO, 2006, pp:171-185 [Conf] - Anne Auger, Nikolaus Hansen
Reconsidering the progress rate theory for evolution strategies in finite dimensions. [Citation Graph (0, 0)][DBLP]
GECCO, 2006, pp:445-452 [Conf] - Christian Igel, Thorsten Suttorp, Nikolaus Hansen
A computational efficient covariance matrix update and a (1+1)-CMA for evolution strategies. [Citation Graph (0, 0)][DBLP]
GECCO, 2006, pp:453-460 [Conf] - Nikolaus Hansen, Andreas Ostermeier
Adapting Arbitrary Normal Mutation Distributions in Evolution Strategies: The Covariance Matrix Adaptation. [Citation Graph (0, 0)][DBLP]
International Conference on Evolutionary Computation, 1996, pp:312-317 [Conf] - Nikolaus Hansen, Andreas Ostermeier, Andreas Gawelczyk
On the Adaptation of Arbitrary Normal Mutation Distributions in Evolution Strategies: The Generating Set Adaptation. [Citation Graph (0, 0)][DBLP]
ICGA, 1995, pp:57-64 [Conf] - Nikolaus Hansen
Invariance, Self-Adaptation and Correlated Mutations and Evolution Strategies. [Citation Graph (0, 0)][DBLP]
PPSN, 2000, pp:355-364 [Conf] - Nikolaus Hansen, Fabian Gemperle, Anne Auger, Petros Koumoutsakos
When Do Heavy-Tail Distributions Help? [Citation Graph (0, 0)][DBLP]
PPSN, 2006, pp:62-71 [Conf] - Nikolaus Hansen, Stefan Kern
Evaluating the CMA Evolution Strategy on Multimodal Test Functions. [Citation Graph (0, 0)][DBLP]
PPSN, 2004, pp:282-291 [Conf] - Stefan Kern, Nikolaus Hansen, Petros Koumoutsakos
Local Meta-models for Optimization Using Evolution Strategies. [Citation Graph (0, 0)][DBLP]
PPSN, 2006, pp:939-948 [Conf] - Jiri Ocenasek, Stefan Kern, Nikolaus Hansen, Petros Koumoutsakos
A Mixed Bayesian Optimization Algorithm with Variance Adaptation. [Citation Graph (0, 0)][DBLP]
PPSN, 2004, pp:352-361 [Conf] - Andreas Ostermeier, Andreas Gawelczyk, Nikolaus Hansen
Step-Size Adaption Based on Non-Local Use of Selection Information. [Citation Graph (0, 0)][DBLP]
PPSN, 1994, pp:189-198 [Conf] - Sibylle D. Müller, Nikolaus Hansen, Petros Koumoutsakos
Increasing the Serial and the Parallel Performance of the CMA-Evolution Strategy with Large Populations. [Citation Graph (0, 0)][DBLP]
PPSN, 2002, pp:422-431 [Conf] - Andreas Ostermeier, Andreas Gawelczyk, Nikolaus Hansen
A Derandomized Approach to Self Adaptation of Evolution Strategies. [Citation Graph (0, 0)][DBLP]
Evolutionary Computation, 1994, v:2, n:4, pp:369-380 [Journal] - Nikolaus Hansen, Sibylle D. Müller, Petros Koumoutsakos
Reducing the Time Complexity of the Derandomized Evolution Strategy with Covariance Matrix Adaptation (CMA-ES). [Citation Graph (0, 0)][DBLP]
Evolutionary Computation, 2003, v:11, n:1, pp:1-18 [Journal] - Nikolaus Hansen, Andreas Ostermeier
Completely Derandomized Self-Adaptation in Evolution Strategies. [Citation Graph (0, 0)][DBLP]
Evolutionary Computation, 2001, v:9, n:2, pp:159-195 [Journal] - Nikolaus Hansen
An Analysis of Mutative sigma-Self-Adaptation on Linear Fitness Functions. [Citation Graph (0, 0)][DBLP]
Evolutionary Computation, 2006, v:14, n:3, pp:255-275 [Journal] - Stefan Kern, Sibylle D. Müller, Nikolaus Hansen, Dirk Büche, Jiri Ocenasek, Petros Koumoutsakos
Learning probability distributions in continuous evolutionary algorithms - a comparative review. [Citation Graph (0, 0)][DBLP]
Natural Computing, 2004, v:3, n:1, pp:77-112 [Journal] - Stefan Kern, Sibylle D. Müller, Nikolaus Hansen, Dirk Büche, Jiri Ocenasek, Petros Koumoutsakos
Learning Probability Distributions in Continuous Evolutionary Algorithms - a Comparative Review. [Citation Graph (0, 0)][DBLP]
Natural Computing, 2004, v:3, n:3, pp:355-356 [Journal] - Anne Auger, Nikolaus Hansen
A restart CMA evolution strategy with increasing population size. [Citation Graph (0, 0)][DBLP]
Congress on Evolutionary Computation, 2005, pp:1769-1776 [Conf] - Anne Auger, Nikolaus Hansen
Performance evaluation of an advanced local search evolutionary algorithm. [Citation Graph (0, 0)][DBLP]
Congress on Evolutionary Computation, 2005, pp:1777-1784 [Conf]
Recombination for Learning Strategy Parameters in the MO-CMA-ES. [Citation Graph (, )][DBLP]
Evolution strategies and related estimation of distribution algorithms. [Citation Graph (, )][DBLP]
Benchmarking the (1+1)-CMA-ES on the BBOB-2009 function testbed. [Citation Graph (, )][DBLP]
Benchmarking a BI-population CMA-ES on the BBOB-2009 noisy testbed. [Citation Graph (, )][DBLP]
Benchmarking the (1+1)-CMA-ES on the BBOB-2009 noisy testbed. [Citation Graph (, )][DBLP]
Benchmarking a BI-population CMA-ES on the BBOB-2009 function testbed. [Citation Graph (, )][DBLP]
Benchmarking the nelder-mead downhill simplex algorithm with many local restarts. [Citation Graph (, )][DBLP]
Improved step size adaptation for the MO-CMA-ES. [Citation Graph (, )][DBLP]
Active covariance matrix adaptation for the (1+1)-CMA-ES. [Citation Graph (, )][DBLP]
Investigating the impact of sequential selection in the (1, 4)-CMA-ES on the noiseless BBOB-2010 testbed. [Citation Graph (, )][DBLP]
Mirrored variants of the (1, 2)-CMA-ES compared on the noisy BBOB-2010 testbed. [Citation Graph (, )][DBLP]
Investigating the impact of sequential selection in the (1, 4)-CMA-ES on the noisy BBOB-2010 testbed. [Citation Graph (, )][DBLP]
Comparing the (1+1)-CMA-ES with a mirrored (1+2)-CMA-ES with sequential selection on the noiseless BBOB-2010 testbed. [Citation Graph (, )][DBLP]
Comparing results of 31 algorithms from the black-box optimization benchmarking BBOB-2009. [Citation Graph (, )][DBLP]
Mirrored variants of the (1, 2)-CMA-ES compared on the noiseless BBOB-2010 testbed. [Citation Graph (, )][DBLP]
Benchmarking a weighted negative covariance matrix update on the BBOB-2010 noiseless testbed. [Citation Graph (, )][DBLP]
Black-box optimization benchmarking of NEWUOA compared to BIPOP-CMA-ES: on the BBOB noiseless testbed. [Citation Graph (, )][DBLP]
Mirrored variants of the (1, 4)-CMA-ES compared on the noisy BBOB-2010 testbed. [Citation Graph (, )][DBLP]
Benchmarking a weighted negative covariance matrix update on the BBOB-2010 noisy testbed. [Citation Graph (, )][DBLP]
Mirrored variants of the (1, 4)-CMA-ES compared on the noiseless BBOB-2010 testbed. [Citation Graph (, )][DBLP]
Benchmarking the (1, 4)-CMA-ES with mirrored sampling and sequential selection on the noiseless BBOB-2010 testbed. [Citation Graph (, )][DBLP]
Investigating the impact of sequential selection in the (1, 2)-CMA-ES on the noisy BBOB-2010 testbed. [Citation Graph (, )][DBLP]
Benchmarking the (1, 4)-CMA-ES with mirrored sampling and sequential selection on the noisy BBOB-2010 testbed. [Citation Graph (, )][DBLP]
Investigating the impact of sequential selection in the (1, 2)-CMA-ES on the noiseless BBOB-2010 testbed. [Citation Graph (, )][DBLP]
A Simple Modification in CMA-ES Achieving Linear Time and Space Complexity. [Citation Graph (, )][DBLP]
Adaptive Encoding: How to Render Search Coordinate System Invariant. [Citation Graph (, )][DBLP]
Mirrored Sampling and Sequential Selection for Evolution Strategies. [Citation Graph (, )][DBLP]
Experimental Comparisons of Derivative Free Optimization Algorithms. [Citation Graph (, )][DBLP]
CMA-ES with Two-Point Step-Size Adaptation [Citation Graph (, )][DBLP]
Experimental Comparisons of Derivative Free Optimization Algorithms [Citation Graph (, )][DBLP]
Covariance Matrix Adaptation for Multi-objective Optimization. [Citation Graph (, )][DBLP]
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