Author

Grzegorz Sroka

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Preprint Oct 2026

Robust Optimization of Spring Design under Variable Manufacturing Tolerances

A reliable assessment of an optimizer robustness requires tracking controlled changes in parameters to identify sources of algorithmic weakness. Such an approach was applied to the problem of designing tension/compression springs with three continuous variables describing the spring geometry. Three additional independe...

Grzegorz Sroka, Sławomir T. Wierzchoń · 0 citations

Jul 2026

The K-SCAN Clustering Algorithm

K-SCAN is presented -- a novel hybrid algorithm that optimizes this trade-off between robustness to noise and ability to detect non-linear clusters while maintaining structural stability, and achieves more than a 3-fold speed-up over the hierarchical BIRCH algorithm.

F. Kosiorowski, Grzegorz Sroka · arXiv.org · 0 citations