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The best-choice secretary problem with random freeze on jobs

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  • Samuel-Cahn, Ester

Abstract

We consider the best-choice secretary problem, with a known number, n, of applicants, and a random, independent "freeze" variable M, with known distribution. No hiring is possible after time M. The goal is to choose the best among the n applicants, where the decisions must be made depending only on the relative ranks of the applicants observed so far. A necessary and sufficient condition is given for the optimal rule to have the "simple" structure: let k* -- 1 applicants pass, and stop with the first applicant (if any) from the k*th onward, who is better than all previous observed candidates. For uniform, geometric and Poisson freeze variables the optimal rules are simple. Some asymptotic results (as n --> [infinity]), and minimax results are also discussed.

Suggested Citation

  • Samuel-Cahn, Ester, 1995. "The best-choice secretary problem with random freeze on jobs," Stochastic Processes and their Applications, Elsevier, vol. 55(2), pages 315-327, February.
  • Handle: RePEc:eee:spapps:v:55:y:1995:i:2:p:315-327
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