Does dimensionality reduction via random projections preserve landscape features?

Author(s):
Olarte Rodriguez, I.; Jankovic, A.; Bäck, T.H.W; Raponi, E.
Editor(s):
Trujillo, L.; Hu, T.
Published
2026
Publication type
Article in monograph or in proceedings
Exploratory landscape analysisBlack-box optimizationRandom Gaussian embeddingsDimensionality reduction
Date issued
2026-07-10
Language
English
Publisher
New York, U.S.A.: Association for Computing Machinery
Is part of
GECCO '26: Proceedings of the Genetic and Evolutionary Computation Conference (2026), p. 919-927
ISBN source
9798400724879
hdl
1887/4308057
doi
10.1145/3795095.380519
URL
https://dl.acm.org/doi/epdf/10.1145/3795095.3805190