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Evolutionary computation, ISSN 1530-9304, 2007, Volume 15, Issue 1, pp. 1 - 28
Journal Article
EVOLUTIONARY COMPUTATION, ISSN 1063-6560, 12/2019, Volume 27, Issue 4, pp. 699 - 725
Journal Article
Evolutionary computation, ISSN 1063-6560, 05/2019, pp. 1 - 31
We introduce an acceleration for covariance matrix adaptation evolution strategies (CMA-ES) by means of (dd-CMA... 
Neural and Evolutionary Computing | Machine Learning | Numerical Analysis | Computer Science
Journal Article
SPE Journal, ISSN 1086-055X, 02/2015, Volume 20, Issue 1, pp. 155 - 168
.... The covariance-matrix-adaptation evolutionary strategy is a gradient-free optimization method developed in the "machine learning" community, which also uses an ensemble of controls, but with a... 
ENGINEERING, PETROLEUM | Control equipment | Paper | Constants | Robustness | Perturbation | Covariance matrix | Computational efficiency | Optimization | Adaptation
Journal Article
Applied Soft Computing Journal, ISSN 1568-4946, 03/2018, Volume 64, pp. 227 - 243
....•A simplified rank-update of covariance matrix adaptation evolution strategy is used for updating the population distribution... 
Optimization | Covariance matrix self-adaptation | Differential evolution (DE) | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | ALGORITHM | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | STRATEGIES | Computer science | Algorithms
Journal Article
IEEE transactions on signal processing, ISSN 1941-0476, 2019, Volume 67, Issue 7, pp. 1797 - 1811
In this paper, we consider the problem of domain adaptation. We propose to view the data through the lens of covariance matrices and present a method for domain... 
Manifolds | Geometry | Adaptation models | transfer learning | Symmetric matrices | parallel transport | Data models | domain adaptation | Covariance matrices | Kernel | Positive definite matrices | KERNEL | COMPONENTS | CLASSIFICATION | ENGINEERING, ELECTRICAL & ELECTRONIC | Covariance | Transport | Mathematical analysis | Matrix methods | Adaptation
Journal Article
Evolutionary computation, ISSN 1530-9304, 2017, Volume 25, Issue 3, pp. 439 - 471
Journal Article
Soft computing (Berlin, Germany), ISSN 1432-7643, 2019, Volume 23, Issue 16, pp. 6847 - 6869
Journal Article
International journal of heat and mass transfer, ISSN 0017-9310, 2019, Volume 137, pp. 1312 - 1322
•This paper presents CMA-ES-based topology optimization for thermal carpet cloaks.•An immersed boundary-level set method is used to express the structure of... 
Topology optimization | Heat manipulation | Thermal carpet cloak | Immersed-boundary level-set method | CMA-ES | Thermal ground cloak
Journal Article