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Bilinear Programming Approach to Solve Interval Bimatrix Games in Tourism Planning Management

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Abstract

The bimatrix game theory concerns how two players make decisions when they are faced with known exact payoffs. The aim of this paper is to develop a simple and an effective bilinear programming method for solving bimatrix games with payoffs expressed by intervals, which are called interval bimatrix games for short. In this method, the values of players are regarded as functions of the values in the payoff intervals, which are of monotonicity. Hereby, we construct a pair of auxiliary bilinear programming models, which are used to explicitly compute the upper and lower bounds of the interval values of players in any interval bimatrix game by, respectively, using the lower and upper bounds of the payoff intervals and corresponding optimal strategies. The validity and applicability of the models and method proposed in this paper are illustrated with a real example of the tourism planning management problem.

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References

  1. Owen, G.: Game Theory, 2nd edn. Academic Press, New York (1982)

    MATH  Google Scholar 

  2. Zhang, H.D., Shu, L.: Generalized interval-valued fuzzy rough set and its application in decision making. Int. J. Fuzzy Syst. (2015). doi:10.1007/s40815-015-0012-09

    MathSciNet  Google Scholar 

  3. Mottaghi, A., Ezzati, R., Khorram, E.: A new method for solving fuzzy linear programming problems based on the fuzzy linear complementary problem (FLCP). Int. J. Fuzzy Syst. (2015). doi:10.1007/s40815-015-0016-5

    MathSciNet  Google Scholar 

  4. Moore, R.E.: Method and Application of Interval Analysis. SIAM, Philadelphia (1979)

    Book  Google Scholar 

  5. Hladík, M.: Support set invariancy for interval bimatrix games, http://www.kam.mff.cuni.cz/~kamserie/serie/clanky/2009/s930.ps

  6. Hladík, M.: Interval valued bimatrix games. Kybernetika 46(3), 435–446 (2010)

    MathSciNet  MATH  Google Scholar 

  7. Vijay, V., Chandra, S., Bector, C.R.: Bi-matrix games with fuzzy goals and fuzzy payoffs. Fuzzy Optim. Decis. Mak. 3, 327–344 (2004)

    Article  MathSciNet  MATH  Google Scholar 

  8. Larbani, M.: Solving bi-matrix games with fuzzy payoffs by introducing nature as a third player. Fuzzy Sets Syst. 160, 657–666 (2009)

    Article  MathSciNet  MATH  Google Scholar 

  9. Nan, J.X., Zhang, M.J., Li, D.-F.: Intuitionistic fuzzy programming models for matrix games with payoffs of trapezoidal intuitionistic fuzzy numbers. Int. J. Fuzzy Syst. 16(4), 444–456 (2014)

    MathSciNet  Google Scholar 

  10. Zadeh, L.A.: Fuzzy sets. Inform. Control 8, 338–353 (1965)

    Article  MathSciNet  MATH  Google Scholar 

  11. Nash, J.: Non-cooperative games. Ann. Math. 54(2), 286–295 (1951)

    Article  MathSciNet  MATH  Google Scholar 

  12. Li, D.-F.: Linear programming approach to solve interval-valued matrix games. Omega 39(1), 655–666 (2011)

    Article  Google Scholar 

  13. Davvaz, B., Khan, A., Sarmin, N.H., Khan, H.: More general forms of interval valued fuzzy filters of ordered semigroups. Int. J. Fuzzy Syst. 15(2), 110–126 (2013)

    MathSciNet  Google Scholar 

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Acknowledgments

This research was sponsored by the Key Program of the National Natural Science Foundation of China (No. 71231003), the National Natural Science Foundation of China (No. 71171055), the Social Science Planning Project of Fujian Province (No. 2013B053), and the Specialized Research Fund for the Doctoral Program of Higher Education of China (No. 20113514110009) as well as “Science and Technology Innovation Team Cultivation Plan of Colleges and Universities in Fujian Province.”

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Correspondence to Deng-Feng Li.

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Fei, W., Li, DF. Bilinear Programming Approach to Solve Interval Bimatrix Games in Tourism Planning Management. Int. J. Fuzzy Syst. 18, 504–510 (2016). https://doi.org/10.1007/s40815-015-0082-8

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  • DOI: https://doi.org/10.1007/s40815-015-0082-8

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