A generalized secretary problem

被引:1
|
作者
Krieger, Abba [1 ]
Samuel-Cahn, Ester [2 ]
机构
[1] Univ Penn, Wharton Sch, Dept Stat, 3730 Walnut St, Philadelphia, PA 19104 USA
[2] Hebrew Univ Jerusalem, Dept Stat, Jerusalem, Israel
关键词
Optimal stopping rule; relative rank; secretary problem; time-dependent win probability; SEQUENCE;
D O I
10.1080/07474946.2016.1165521
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
A new secretary problem is considered, where for fixed k and m one wins if at some time i = m(j - 1) + 1 up to jm one selects one of the j best items among the first jm items, j = 1,..., k. Selection is based on relative ranks only. Interest lies in small k values, such as k = 2 or 3. This is compared with a classical problem, where one wins if one of the k best among the n = km items is chosen. We prove that the win probability in the new formulation is always larger than in the classical one. We also show, for k = 2 and 3, that one stops sooner in the new formulation. Numerical comparisons are included.
引用
收藏
页码:145 / 157
页数:13
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