Speeding Up the Uncertain K-Center Problem via Symmetry Quotients and Hoeffding Sampling

Two guarantee-preserving engineering techniques to speed up the uncertain K-center pipeline: an isometry-group symmetry quotient and a Hoeffding-based sampling estimator.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-09-14
DOI
https://doi.org/10.5281/zenodo.22750109
Primary Topic
Risk and Portfolio Optimization
Type
preprint
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preprint

Speeding Up the Uncertain K-Center Problem via Symmetry Quotients and Hoeffding Sampling

Amirhossein MoradiSizkouhi
Zenodo (CERN European Organization for Nuclear Research)
Risk and Portfolio Optimization
preprint

Speeding Up the Uncertain K-Center Problem via Symmetry Quotients and Hoeffding Sampling

Amirhossein MoradiSizkouhi
preprint en

Abstract

Two guarantee-preserving engineering techniques to speed up the uncertain K-center pipeline: an isometry-group symmetry quotient and a Hoeffding-based sampling estimator.

Zenodo (CERN European Organization for Nuclear Research)
Imam Khomeini International University (IR)
Risk and Portfolio Optimization
DOIOpen Access PDFOpenAlex
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Speeding Up the Uncertain K-Center Problem via Symmetry Quotients and Hoeffding Sampling — Amirhossein MoradiSizkouhi · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS