Lukáš Bajer

Gaussian Process Surrogate Models for the CMA Evolution Strategy

Lukáš Bajer, Zbyněk Pitra, Jakub Repický et al. · Evolutionary Computation · 2018 · 52 citations

Computing, Computational Engineering, Machine Learning +16

Design and Realization of Low Cost Control for Greenhouse Environment with Remote Control

Lukáš Bajer, Ondřej Krejcar · IFAC-PapersOnLine · 2015 · 45 citations · Full text

Engineering, Agricultural Engineering, Agricultural Automation +13

Benchmarking Gaussian Processes and Random Forests Surrogate Models on the BBOB Noiseless Testbed

Lukáš Bajer, Zbyněk Pitra, Martin Holeňa · 2015 · 35 citations

Computing, Computer Science, Algorithms +11

Overview of surrogate-model versions of covariance matrix adaptation evolution strategy

Zbyněk Pitra, Lukáš Bajer, Jakub Repický et al. · Proceedings of the Genetic and Evolutionary Computation Conference Companion · 2017 · 18 citations

Architecture, Computational Engineering, Continuous Improvement +12

Using Copulas in Data Mining Based on the Observational Calculus

Martin Holeňa, Lukáš Bajer, Martin Ščavnický · IEEE Transactions on Knowledge and Data Engineering · 2015 · 10 citations

Natural Sciences, Mathematics, Data Mining +11