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Asymptotic Rounding Laws for Optimal Thresholds in Secretary Problems

Abstract

We study second-order asymptotics for optimal thresholds in secretary-type problems. Under a unimodality assumption and a local affine expansion of the discrete payoff increments, we establish a general principle showing that sufficiently accurate rational approximations to the leading threshold proportion yield exact optimal integer thresholds. Continued-fraction convergents provide an immediate application. We also derive an asymptotic rounding law and apply the results to several variants of the secretary problem with fixed and random horizons.

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BibTeX
@misc{galan2026asymptotic,
  title = {{Asymptotic Rounding Laws for Optimal Thresholds in Secretary Problems}},
  author = {Raúl Sánchez Galán},
  howpublished = {arXiv},
  year = {2026},
  month = aug,
  doi = {10.48550/arxiv.2608.24552},
  eprint = {2608.24552},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2608.24552},
}
RIS
TY  - UNPB
TI  - Asymptotic Rounding Laws for Optimal Thresholds in Secretary Problems
AU  - Raúl Sánchez Galán
PY  - 2026
DA  - 2026/08/29
PB  - arXiv
DO  - 10.48550/arxiv.2608.24552
UR  - https://arxiv.org/abs/2608.24552
AB  - We study second-order asymptotics for optimal thresholds in secretary-type problems. Under a unimodality assumption and a local affine expansion of the discrete payoff increments, we establish a general principle showing that sufficiently accurate rational approximations to the leading threshold proportion yield exact optimal integer thresholds. Continued-fraction convergents provide an immediate application. We also derive an asymptotic rounding law and apply the results to several variants of the secretary problem with fixed and random horizons.
ER  -