The Annals of Probability
- Ann. Probab.
- Volume 9, Number 1 (1981), 167-172.
Optimal Stopping with Sampling Cost: The Secretary Problem
A secretary problem is an optimal stopping problem based on relative ranks. To the usual formulation of the secretary problem we add a cumulative interview cost function $h(\cdot)$, no longer obtaining "cutoff point" rules. For an appealing form of $h(\cdot)$ we examine the limiting results using the infinite secretary problem. It is shown that the other appealing form of $h(\cdot)$ leads to trivial limiting results. A large class of problems is considered and recursive equations leading to the limiting solution are given. In particular we solve the problem of minimizing expected rank with a linear interview cost function. An approximation to the rank problem with fixed cost $c$ per interview is obtained (for all values of $c$) through the solution of a single differential equation.
Ann. Probab. Volume 9, Number 1 (1981), 167-172.
First available in Project Euclid: 19 April 2007
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Lorenzen, Thomas J. Optimal Stopping with Sampling Cost: The Secretary Problem. Ann. Probab. 9 (1981), no. 1, 167--172. doi:10.1214/aop/1176994519. https://projecteuclid.org/euclid.aop/1176994519.