27 citations · 28 across the 4 of their papers we have counts for
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cs.NE2024★ 1 cited
The hop-like problem nature -- unveiling and modelling new features of real-world problems
Michal W. Przewozniczek, Bartosz Frej, Marcin M. Komarnicki
Benchmarks are essential tools for the optimizer's development. Using them, we can check for what kind of problems a given optimizer is effective or not. Since the objective of the…
cs.NE2022★ 27 cited
Incremental Recursive Ranking Grouping for Large Scale Global Optimization
Marcin Michal Komarnicki, Michal Witold Przewozniczek, Halina Kwasnicka +1
Real-world optimization problems may have a different underlying structure. In black-box optimization, the dependencies between decision variables remain unknown. However, some tec…