Abstract
We consider two variants of the secretary problem, the Best-or-Worst and the Postdoc problems, which are closely related. First, we prove that both variants, in their standard form with binary payoff 1 or 0, share the same optimal stopping rule. We also consider additional cost/perquisites depending on the number of interviewed candidates. In these situations the optimal strategies are very different. Finally, we also focus on the Best-or-Worst variant with different payments depending on whether the selected candidate is the best or the worst.
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Babaioff M, Immorlica N, Kleinberg R (2007) Matroids, secretary problems, and online mechanisms. In: Proceedings of the SODA, pp 434–443
Bearden JN (2006) A new secretary problem with rank-based selection and cardinal payoffs. J Math Psychol 50:58–59
Daley DJ, Kendall DG (1965) Stochastic rumours. J Inst Math Appl 1:42–55
Dynkin EB (1963) The optimum choice of the instant for stopping a markov process. Sov Math Dokl 4:627–629
Ferguson TS (1989) Who solved the secretary problem? Stat Sci 4(3):282–296
Ferguson TS (1992) The best-choice problems with dependent criteria. Contemp Math 25:135–151
Ferguson TS, Hardwick JP, Tamaki M (1991) Maximizing the duration of owning a relatively best object. In: Ferguson T, Samuels S (eds) Contemporary mathematics: strategies for sequential search and selection in real time, vol 125. American Mathematics Association, Washington, pp 37–58
Freij R, Wastlund J (2010) Partially ordered secretaries. Electron Commun Probab 15:504–507
Garrod B, Morris R (2012) The secretary problem on an unknown poset. Random Struct Algorithms 43(4):429–451
Georgiou N, Kuchta M, Morayne M, Niemiec J (2008) On a universal best choice algorithm for partially ordered sets. Random Struct Algorithms 32:263–273
Gilbert J, Mosteller F (1966) Recognizing the maximum of a sequence. J Am Stat Assoc 61:35–73
Lebensztayn E, Machado FP, Rodríguez PM (2011) Limit theorems for a general stochastic rumour model. SIAM J Appl Math 71(4):1476–1486
Lindley DV (1961) Dynamic programming and decision theory. J R Stat Soc Ser C (Appl Stat) 10(1):39–51
Rose JS (1982) A problem of optimal choice and assignment. Oper Res 30(1):172–181
Soto JA (2011) Matroid secretary problem in the random assignment model. In: Proceedings of the SODA, pp 1275–1284
Szajowski K (1982) Optimal choice problem of a-th object. Mat Stos 19:51–65
Szajowski KA (2009) A rank-based selection with cardinal payoffs and a cost of choice. Sci Math Jpn 69(2):285–293
Vanderbei RJ (1983) The Postdoc variant of the secretary problem. http://www.princeton.edu/~rvdb/tex/PostdocProblem/PostdocProb.pdf (unpublished)
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Bayón, L., Fortuny Ayuso, P., Grau, J.M. et al. The Best-or-Worst and the Postdoc problems. J Comb Optim 35, 703–723 (2018). https://doi.org/10.1007/s10878-017-0203-4
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DOI: https://doi.org/10.1007/s10878-017-0203-4