Nikolaus Hansen
1994–2025 年に発表
- 157
- 論文数
- 24,341
- 被引用数
- 47
- h 指数
- 97
- i10 指数
被引用数
引用元
国・地域
機関
分野
- Computer Science72.1%
- Engineering14.8%
- Biochemistry, Genetics and Molecular Biology2.2%
- Decision Sciences1.8%
- Materials Science1.4%
- Medicine1.4%
- その他6.3%
トピック
- Metaheuristic Optimization Algorithms Research17.5%
- Advanced Multi-Objective Optimization Algorithms13.9%
- Evolutionary Algorithms and Applications12%
- Reinforcement Learning in Robotics2%
- Neural Networks and Applications1.4%
- Machine Learning and Data Classification1.3%
- その他51.9%
共著者
- Anne Auger95
- Dimo Brockhoff45
- Tea Tusar17
- Raymond Ros13
- Youhei Akimoto11
- Dejan Tusar9
- Christian Igel8
- Petros Koumoutsakos7
- Tobias Wagner7
- Andreas Ostermeier6
- Asma Atamna6
- Konstantinos Varelas5
- Marc Schoenauer5
- Ouassim Ait ElHara5
- Andreas Gawelczyk4
- Cheikh Toure4
- Dirk V. Arnold4
- Duc Manh Nguyen4
- Stefan Kern4
- Alexandre Adrien Chotard3
- Armand Gissler3
- Olaf Mersmann3
- Sibylle D. Müller3
- Steffen Finck3
全論文
- Completely Derandomized Self-Adaptation in Evolution Strategies
著者: Nikolaus Hansen, Andreas Ostermeier - Evolutionary Computation, Evol. Comput. 2001 被引用: 4,254
- Reducing the Time Complexity of the Derandomized Evolution Strategy with Covariance Matrix Adaptation (CMA-ES)
著者: Nikolaus Hansen, Sibylle D. Müller, Petros Koumoutsakos - Evolutionary Computation, Evol. Comput. 2003 被引用: 2,556
- The CMA Evolution Strategy: A Tutorial
著者: Nikolaus Hansen - arXiv (Cornell University), CoRR 2005 被引用: 773
- COCO: A Platform for Comparing Continuous Optimizers in a Black-Box Setting
著者: Nikolaus Hansen, Anne Auger, Raymond Ros, Olaf Mersmann, Tea Tusar, Dimo Brockhoff - Optimization methods & software, Optim. Methods Softw. 2020 被引用: 351
- The CMA Evolution Strategy: A Comparing Review
著者: Nikolaus Hansen - Studies in fuzziness and soft computing, Towards a New Evolutionary Computation 2006 被引用: 1,750
- Adapting Arbitrary Normal Mutation Distributions in Evolution Strategies: The Covariance Matrix Adaptation
著者: Nikolaus Hansen, Andreas Ostermeier - International Conference on Evolutionary Computation 1996 被引用: 1,103
- Problem Definitions and Evaluation Criteria for the CEC 2005 Special Session on Real-Parameter Optimization
著者: Ponnuthurai Nagaratnam Suganthan, Nikolaus Hansen, Jing Liang, Kalyanmoy Deb, Y. P. Chen, Anne Auger, Santosh Kumar Tiwari - 2005 被引用: 2,589
- Covariance Matrix Adaptation for Multi-objective Optimization
著者: Christian Igel, Nikolaus Hansen, Stefan Roth - Evolutionary Computation, Evol. Comput. 2007 被引用: 791
- Comparing results of 31 algorithms from the black-box optimization benchmarking BBOB-2009
著者: Nikolaus Hansen, Anne Auger, Raymond Ros, Steffen Finck, Petr Posík - conference companion on Genetic and evolutionary computation, GECCO (Companion) 2010 被引用: 437
- A restart CMA evolution strategy with increasing population size
著者: Anne Auger, Nikolaus Hansen - IEEE Congress on Evolutionary Computation 2005 被引用: 937
- Evolution Strategies
著者: Nikolaus Hansen, Dirk V. Arnold, Anne Auger - Springer Handbook of Computational Intelligence 2015 被引用: 162
- Anytime Performance Assessment in Blackbox Optimization Benchmarking
著者: Nikolaus Hansen, Anne Auger, Dimo Brockhoff, Tea Tusar - IEEE Transactions on Evolutionary Computation, IEEE Trans. Evol. Comput. 2022 被引用: 51
- USPEX - Evolutionary crystal structure prediction
著者: Colin W. Glass, Artem R. Oganov, Nikolaus Hansen - Computer Physics Communications, Comput. Phys. Commun. 2006 被引用: 1,259
- Evaluating the CMA Evolution Strategy on Multimodal Test Functions
著者: Nikolaus Hansen, Stefan Kern - Lecture notes in computer science, PPSN 2004 被引用: 763
- Benchmarking a BI-population CMA-ES on the BBOB-2009 function testbed
著者: Nikolaus Hansen - Conference Companion on Genetic and Evolutionary Computation Conference: Late Breaking Papers, GECCO (Companion) 2009 被引用: 318
- A Simple Modification in CMA-ES Achieving Linear Time and Space Complexity
著者: Raymond Ros, Nikolaus Hansen - Lecture notes in computer science, PPSN 2008 被引用: 252
- A Method for Handling Uncertainty in Evolutionary Optimization With an Application to Feedback Control of Combustion
著者: Nikolaus Hansen, André S. P. Niederberger, Lino Guzzella, Petros Koumoutsakos - IEEE Transactions on Evolutionary Computation, IEEE Trans. Evol. Comput. 2008 被引用: 320
- Information-Geometric Optimization Algorithms: A Unifying Picture via Invariance Principles
著者: Yann Ollivier, Ludovic Arnold, Anne Auger, Nikolaus Hansen - J. Mach. Learn. Res. 2013 被引用: 201
- Learning Probability Distributions in Continuous Evolutionary Algorithms - a Comparative Review
著者: Stefan Kern, Sibylle D. Müller, Nikolaus Hansen, Dirk Büche, Jiri Ocenasek, Petros Koumoutsakos - Natural Computing, Nat. Comput. 2004 被引用: 268
- Impacts of invariance in search: When CMA-ES and PSO face ill-conditioned and non-separable problems
著者: Nikolaus Hansen, Raymond Ros, Nikolas Mauny, Marc Schoenauer, Anne Auger - Applied Soft Computing, Appl. Soft Comput. 2011 被引用: 142
- Diagonal Acceleration for Covariance Matrix Adaptation Evolution Strategies
著者: Youhei Akimoto, Nikolaus Hansen - Evolutionary Computation, Evol. Comput. 2019 被引用: 59
- Real-Parameter Black-Box Optimization Benchmarking 2009: Noiseless Functions Definitions
著者: Nikolaus Hansen, Raymond Ros, Anne Auger - http://coco.gforge.inria.fr/lib/exe/fetch.php?media=download3.6%3Abbobdocfunctionsdef.pdf 2009 被引用: 415
- Performance evaluation of an advanced local search evolutionary algorithm
著者: Anne Auger, Nikolaus Hansen - IEEE Congress on Evolutionary Computation 2005 被引用: 286
- A computational efficient covariance matrix update and a (1+1)-CMA for evolution strategies
著者: Christian Igel, Thorsten Suttorp, Nikolaus Hansen - conference on Genetic and evolutionary computation, GECCO 2006 被引用: 181
