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In the classical secretary problem, $n$ ranked items arrive one by one, and each item's rank relative to its predecessors is noted. The observer must select or reject each item as it arrives, with the object of selecting the item of highest…

概率论 · 数学 2023-07-21 Ross G. Pinsky , Tomer Zilca

We solve the secretary problem in the case that the ranked items arrive in a statistically biased order rather than in uniformly random order. The bias is given by a Mallows distribution with parameter $q\in(0,1)$, so that higher ranked…

概率论 · 数学 2021-12-02 Ross G. Pinsky

We solve the secretary problem in the case that the ranked items arrive in a statistically biased order rather than in uniformly random order. The bias is given by the left-to-right-minimum exponentially tilted distribution with parameter…

概率论 · 数学 2023-07-18 Ross G. Pinsky

Suppose that $n$ items arrive online in random order and the goal is to select $k$ of them such that the expected sum of the selected items is maximized. The decision for any item is irrevocable and must be made on arrival without knowing…

数据结构与算法 · 计算机科学 2020-12-02 Susanne Albers , Leon Ladewig

In the subject of optimal stopping, the classical secretary problem is concerned with optimally selecting the best of $n$ candidates when their relative ranks are observed sequentially. This problem has been extended to optimally selecting…

概率论 · 数学 2017-12-06 Yi-Shen Lin , Shoou-Ren Hsiau , Yi-Ching Yao

A version of the classical secretary problem is studied, in which one is interested in selecting one of the b best out of a group of n differently ranked persons who are presented one by one in a random order. It is assumed that b is a…

概率论 · 数学 2010-09-06 Chris Dietz , Dinard van der Laan , Ad Ridder

We revisit the problem of selecting an item from $n$ choices that appear before us in random sequential order so as to minimize the expected rank of the item selected. In particular, we examine the stopping rule where we reject the first…

概率论 · 数学 2015-12-10 Béla Bajnok , Svetoslav Semov

We study variants of the secretary problem, where $N$, the number of candidates, is a random variable, and the decision maker wants to maximize the probability of success -- picking the largest number among the $N$ candidates -- using only…

数据结构与算法 · 计算机科学 2023-10-13 Junhui Zhang , Patrick Jaillet

We consider generalizations of the classical secretary problem, also known as the problem of optimal choice, to posets where the only information we have is the size of the poset and the number of maximal elements. We show that, given this…

组合数学 · 数学 2012-06-29 Bryn Garrod , Robert Morris

In the online random-arrival model, an algorithm receives a sequence of n requests that arrive in a random order. The algorithm is expected to make an irrevocable decision with regard to each request based only on the observed history. We…

数据结构与算法 · 计算机科学 2014-07-08 Shai Vardi

We consider two variations of the classical secretary problem. * A variation of the returning secretary problem where each interviewee may appear a second time with a fixed probability p. The decision-maker observes interviewees…

数据结构与算法 · 计算机科学 2026-04-13 Sarthak Agrawal , Sanjeev Saxena

Suppose we are given integer $k \leq n$ and $n$ boxes labeled $1,\ldots, n$ by an adversary, each containing a number chosen from an unknown distribution. We have to choose an order to sequentially open these boxes, and each time we open…

数据结构与算法 · 计算机科学 2024-05-13 Mohammad Taghi Hajiaghayi , Dariusz R. Kowalski , Piotr Krysta , Jan Olkowski

In classical secretary problems, a sequence of $n$ elements arrive in a uniformly random order, and we want to choose a single item, or a set of size $K$. The random order model allows us to escape from the strong lower bounds for the…

数据结构与算法 · 计算机科学 2019-12-02 Domagoj Bradac , Anupam Gupta , Sahil Singla , Goran Zuzic

We take a unifying approach to single selection optimal stopping problems with random arrival order and independent sampling of items. In the problem we consider, a decision maker (DM) initially gets to sample each of $N$ items…

计算机科学与博弈论 · 计算机科学 2021-08-11 José Correa , Andrés Cristi , Boris Epstein , José Soto

In this paper, we investigate two variants of the secretary problem. In these variants, we are presented with a sequence of numbers $X_i$ that come from distributions $\mathcal{D}_i$, and that arrive in either random or adversarial order.…

数据结构与算法 · 计算机科学 2022-08-22 Pranav Nuti , Jan Vondrák

The secretary problem is probably the purest model of decision making under uncertainty. In this paper we ask which advice can we give the algorithm to improve its success probability? We propose a general model that unifies a broad range…

数据结构与算法 · 计算机科学 2020-11-16 Paul Dütting , Silvio Lattanzi , Renato Paes Leme , Sergei Vassilvitskii

In this paper we consider the so-called Multi-returning secretary problem, a version of the Secretary problem in which each candidate has $m$ identical copies. The case $m=2$ has already been completely solved by several authors using…

概率论 · 数学 2020-10-16 L. Bayon , P. Fortuny , J. M. Grau , A. Oller Marcen , M. M. Ruiz

The value maximization version of the secretary problem is the problem of hiring a candidate with the largest value from a randomly ordered sequence of candidates. In this work, we consider a setting where predictions of candidate values…

数据结构与算法 · 计算机科学 2023-08-21 Kaito Fujii , Yuichi Yoshida

We consider a double secretary problem which contains $2n$ applicants of $n$ different qualities, two of each quality. As in the classical secretary problem (CSP), the applicants are interviewed sequentially in a random order by a manager…

概率论 · 数学 2025-11-18 Shoou-Ren Hsiau , Yi-Shen Lin

We treat a version of the multiple-choice secretary problem called the multiple-choice duration problem, in which the objective is to maximize the time of possession of relatively best objects. It is shown that, for the $m$--choice duration…

概率论 · 数学 2020-11-23 Charles E. M. Pearce , Krzysztof Szajowski , Mitsushi Tamaki
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