Zobrazeno 1 - 10
of 12
pro vyhledávání: '"Alexander Melkozerov"'
Autor:
Hans-Georg Beyer, Alexander Melkozerov
Publikováno v:
IEEE Transactions on Evolutionary Computation. 18:764-778
The optimization behavior of the self-adaptation (SA) evolution strategy (ES) with intermediate multi-recombination [(μ/μ I , λ)-σSA-ES] using isotropic mutations is investigated on convex-quadratic functions (referred to as ellipsoid model). An
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::ac0c71aaca90f6c02e6e471d2005f787
https://doi.org/10.1109/tevc.2013.2283968
https://doi.org/10.1109/tevc.2013.2283968
Publikováno v:
Computational Statistics. 29:81-95
The $$k$$ -Nearest Neighbour classifier is widely used and popular due to its inherent simplicity and the avoidance of model assumptions. Although the approach has been shown to yield a near-optimal classification performance for an infinite number o
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::f83213a9c80da946ff55aea4d20a7f94
https://doi.org/10.1007/s00180-012-0379-0
https://doi.org/10.1007/s00180-012-0379-0
Autor:
Hans-Georg Beyer, Alexander Melkozerov
Publikováno v:
GECCO
This paper analyzes the multi-recombinant self-adaptive evolution strategy (ES), denoted as(μ/μI, λ)-σSA-ES on the convex-quadratic function class under the influence of noise, which is referred to as noisy ellipsoid model. Asymptotically exact p
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::90e14cfc7407f9ce17105b8c14e940e5
https://doi.org/10.1145/2739480.2754800
https://doi.org/10.1145/2739480.2754800
Autor:
Hans-Georg Beyer, Alexander Melkozerov
Publikováno v:
2014 International Conference on Numerical Electromagnetic Modeling and Optimization for RF, Microwave, and Terahertz Applications (NEMO).
In this paper, the parameters of a multiconductor transmission line (MTL) are optimized using the constraint covariance matrix self-adaptation evolution strategy (cCMSA-ES). The cCMSA-ES performance scaling behavior is experimentally investigated. Pr
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::5df322f6dd94ded01a7fbd4e9808203c
https://doi.org/10.1109/nemo.2014.6995673
https://doi.org/10.1109/nemo.2014.6995673
Autor:
Roman Akhunov, Talgat R. Gazizov, A. M. Zabolotsky, Pavel E. Orlov, V. K. Salov, Alexander Melkozerov, S. P. Kuksenko, Renat Ashirbakiev, Ilya Kalimulin
Publikováno v:
2014 International Conference on Numerical Electromagnetic Modeling and Optimization for RF, Microwave, and Terahertz Applications (NEMO).
The paper presents and summarizes theoretical and practical results of the UEM-TUSUR project which is focused on the development of approaches, technologies and software for EMC simulation of unified electronic modules of spaceborne equipment. Theore
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::9366b22d512c2f863eae4dd52984cfeb
https://doi.org/10.1109/nemo.2014.6995674
https://doi.org/10.1109/nemo.2014.6995674
Publikováno v:
2012 International Conference on Lightning Protection (ICLP).
A new approach to the protection of electronics is considered to comply better with the requirements of lightning protection. Input power distribution in modal filter (MF) resistive terminations is analyzed. Dependencies of the MF power dissipation o
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::a0396f6e190a00efa44119660c2c619d
https://doi.org/10.1109/iclp.2012.6344353
https://doi.org/10.1109/iclp.2012.6344353
Publikováno v:
2012 International Conference on Lightning Protection (ICLP).
A new structure of modal filter which is more relevant for lightning protection of electronics than previously considered structures is proposed. Decrease of modal filter length or increase of original pulse width by factor of 10 and increase of moda
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::9998fa8d3fa9a23b0866c6c0ac218b40
https://doi.org/10.1109/iclp.2012.6344339
https://doi.org/10.1109/iclp.2012.6344339
Publikováno v:
2010 30th International Conference on Lightning Protection (ICLP).
Three-conductor flat power cables as simple and cost free mitigation of short pulse lightning effects are considered. For six types of commonly available cables their L, C, Z matrixes, per unit length propagation delays and their differences are calc
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::beb06dfff11b6af9e59ec9cbc3631997
https://doi.org/10.1109/iclp.2010.7845763
https://doi.org/10.1109/iclp.2010.7845763
Autor:
Alexander Melkozerov, Hans-Georg Beyer
Publikováno v:
GECCO
In this paper, first results on the analysis of self-adaptive evolution strategies (ES) with intermediate multirecombination on the elliptic model are presented. Equations describing the ES behavior on the ellipsoid will be derived using a determinis
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::26902705276cda2160e22a050a689632
https://doi.org/10.1145/1830483.1830554
https://doi.org/10.1145/1830483.1830554
Publikováno v:
GECCO
Cigar functions are convex quadratic functions that are characterised by the presence of only two distinct eigenvalues of their Hessian, the smaller one of which occurs with multiplicity one. Their ridge-like topology makes them a useful test case fo
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::f1bea8381c8246d3d0a1e482a22827d4
https://doi.org/10.1145/1569901.1569969
https://doi.org/10.1145/1569901.1569969