Alexander Melkozerov

Publication Activity (10 Years)

Years Active: 2008-2015
Publications (10 Years): 1

Top Topics

K Nearest Neighbor

Cellular Automata

Top Venues

IEEE Trans. Evol. Comput.

Publications

Alexander Melkozerov, Hans-Georg Beyer
Towards an Analysis of Self-Adaptive Evolution Strategies on the Noisy Ellipsoid Model. GECCO (2015)
Ludwig Lausser, Christoph Müssel, Alexander Melkozerov, Hans A. Kestler
Identifying predictive hubs to condense the training set of (k)-nearest neighbour classifiers. Comput. Stat. 29 (1) (2014)
Hans-Georg Beyer, Alexander Melkozerov
The Dynamics of Self-Adaptive Multirecombinant Evolution Strategies on the General Ellipsoid Model. IEEE Trans. Evol. Comput. 18 (5) (2014)
Steffen Finck, Hans-Georg Beyer, Alexander Melkozerov
Noisy optimization: a theoretical strategy comparison of ES, EGS, SPSA & IF on the noisy sphere. GECCO (2011)
Alexander Melkozerov, Hans-Georg Beyer
On the analysis of self-adaptive evolution strategies on elliptic model: first results. GECCO (2010)
Dirk V. Arnold, Hans-Georg Beyer, Alexander Melkozerov
On the behaviour of weighted multi-recombination evolution strategies optimising noisy cigar functions. GECCO (2009)
Hans-Georg Beyer, Alexander Melkozerov
sigma-Self-Adaptive Weighted Multirecombination Evolution Strategy with Scaled Weights on the Noisy Sphere. PPSN (2008)
Hans-Georg Beyer, Alexander Melkozerov
Mutative sigma-self-adaptation can beat cumulative step size adaptation when using weighted recombination. GECCO (2008)