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A model of best choice under incomplete information

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Abstract

This paper suggests two approaches to the construction of a two-player game of best choice under incomplete information with the choice priority of one player and the equal weights of both players. We consider a sequence of independent identically distributed random variables (x i , y i ), i = 1..., n, which represent the quality of incoming objects. The first component is announced to the players and the second component is hidden. Each player chooses an object based on the information available. The winner is the player whose object has a greater sum of the quality components than the opponent’s object. We derive the optimal threshold strategies and compare them for both approaches.

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References

  1. Dynkin, E.B., Optimal Stopping Moment Choice for a Markov Process, Dokl. Akad. Nauk SSSR, 1963, vol. 150, no. 2, pp. 238–240.

    MathSciNet  Google Scholar 

  2. Mazalov, V.V., Mathematical Game Theory and Applications, New York: Wiley, 2014.

    MATH  Google Scholar 

  3. Mazalov, V.V. and Vinnichenko, S.V., Momenty ostanovki i upravlyaemye sluchainye bluzhdaniya (Stopping Times and Controlled Random Walks), Novosibirsk: Nauka, 1992.

    MATH  Google Scholar 

  4. Robbins, H., Siegmund, D., and Chow, Y.S., Great Expectations: The Theory of Optimal Stopping, Boston: Houghton Mifflin, 1971. Translated under the title Teoriya optimal’nykh pravil ostanovki, Moscow: Nauka, 1977.

    MATH  Google Scholar 

  5. Alpern, S. and Reyniers, D., Strategic Mating Common Preferences, J. Theor. Biol., 2005, vol. 237, pp. 337–354.

    Article  MathSciNet  Google Scholar 

  6. Ano, K., On a Partial Information Multiple Selection Problem, Games Theory Appl., 1998, vol. 4, pp. 1–10.

    MathSciNet  MATH  Google Scholar 

  7. Enns, E., Selecting the Maximum of a Sequence with Imperfect Information, J. Am. Statist. Ass., 1975, vol. 70, no. 351, pp. 640–643.

    Article  MATH  Google Scholar 

  8. Enns, E.S. and Ferenstein, E.Z., The Horse Game, J. Oper. Res. Soc. Japan, 1985, vol. 28, pp. 51–62.

    MathSciNet  MATH  Google Scholar 

  9. Fushimi, M., The Secretary Problem in a Competitive Situation, J. Oper. Res. Soc. Japan, 1981, vol. 24, pp. 350–358.

    MathSciNet  MATH  Google Scholar 

  10. Gilbert, J. and Mosteller, F., Recognizing the Maximum of a Sequence, J. Am. Statist. Ass., 1966, vol. 61, pp. 35–73.

    Article  MathSciNet  Google Scholar 

  11. Kurano, M., Nakagami, J., and Yasuda, M., Multi-Variate Stopping Problem with a Majority Rule, J. Oper. Res. Soc. Japan, 1980, vol. 23, pp. 205–223.

    MathSciNet  MATH  Google Scholar 

  12. McNamara, J. and Collins, E., The Job Search Problem as an Employer-Candidate Game, J. Oper. Res. Soc. Japan, 1990, vol. 28, pp. 815–827.

    MathSciNet  MATH  Google Scholar 

  13. Mazalov, V.V., Game Related to Optimal Stopping of Two Sequences of Independent Random Variables Having Different Distributions, Math. Japonica, 1996, vol. 43, no. 1, pp. 121–128.

    MathSciNet  MATH  Google Scholar 

  14. Mazalov, V.V. and Falko, A.A., Nash Equilibrium in Two-Sided Mate Choice Problem, Int. Game Theory Rev., 2008, vol. 10, no. 4, pp. 421–435.

    Article  MathSciNet  MATH  Google Scholar 

  15. Sakaguchi, M., Non-Zero-Sum Games Related to the Secretary Problem, J. Oper. Res. Soc. Japan, 1980, vol. 23, no. 3, pp. 287–293.

    MathSciNet  MATH  Google Scholar 

  16. Sakaguchi, M., Non-Zero-SumBest-Choice GamesWhere Two Stops Are Required, Sci. Math. Japonicae, 2003, vol. 58, no. 1, pp. 137–176.

    MathSciNet  MATH  Google Scholar 

  17. Smith, M., A Secretary Problem with Uncertain Employment, J. Appl. Probab., 1975, vol. 12, no. 3, pp. 620–624.

    Article  MathSciNet  MATH  Google Scholar 

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Correspondence to E. N. Konovalchikova.

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Original Russian Text © E.N. Konovalchikova, 2015, published in Upravlenie Bol’shimi Sistemami, 2015, No. 54, pp. 114–133.

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Konovalchikova, E.N. A model of best choice under incomplete information. Autom Remote Control 78, 1512–1522 (2017). https://doi.org/10.1134/S0005117917080112

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