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International Joint Conference on Rough Sets

IJCRS 2016: Rough Sets pp 155–165Cite as

Towards Coordination Game Formulation in Game-Theoretic Rough Sets

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Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 9920))

Abstract

Game-theoretic rough set model (GTRS) is a recent advancement in determining three rough set regions by formulating games between multiple measures. GTRS has been focusing on researching competitive games in which the involved game players have opposite interests or incentives. There are different types of games that can be adopted in GTRS, such as coordination games, cooperation games, as well as competition games. Coordination games are a class of games in which the involved players have harmonious interests and enforce coordinative behaviors to achieve an efficient outcome. In this paper, we formulate coordination games between measures to determine rough set regions. Especially, we analyze the measures for evaluating equivalence classes. We determine rough regions to which every equivalence class should belong to by formulating coordination games and finding equilibrium for each equivalence class. The motivation and process of formulating coordination games are discussed in detail, and a demonstrative example shows the feasibility of the proposed approach.

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References

  1. Azam, N., Yao, J.T.: Multiple criteria decision analysis with game-theoretic rough sets. In: Li, T., Nguyen, H.S., Wang, G., Grzymala-Busse, J., Janicki, R., Hassanien, A.E., Yu, H. (eds.) RSKT 2012. LNCS, vol. 7414, pp. 399–408. Springer, Heidelberg (2012)

    Chapter  Google Scholar 

  2. Azam, N., Yao, J.T.: Analyzing uncertainties of probabilistic rough set regions with game-theoretic rough sets. Int. J. Approximate Reason. 55(1), 142–155 (2014)

    Article  MathSciNet  MATH  Google Scholar 

  3. Ciucci, D.: Attribute dynamics in rough sets. In: International Symposium on Methodologies for Intelligent Systems, pp. 43–51 (2011)

    Google Scholar 

  4. Cooper, R.: Coordination Games. Cambridge University Press, New York (1999)

    Book  MATH  Google Scholar 

  5. Grzymala-Busse, J.W.: Knowledge acquisition under uncertaintya rough set approach. J. intell. Robot. Syst. 1(1), 3–16 (1988)

    Article  MathSciNet  Google Scholar 

  6. Herbert, J.P., Yao, J.T.: Game-theoretic rough sets. Fundamenta Informaticae 108(3–4), 267–286 (2011)

    MathSciNet  MATH  Google Scholar 

  7. Leyton-Brown, K., Shoham, Y.: Essentials of Game Theory: A Concise Multidisciplinary Introduction. Morgan & Claypool Publishers, San Rafael (2008)

    MATH  Google Scholar 

  8. Liang, J.Y., Li, D.Y.: Uncertainty and Knowledge Acquisition in Information Systems. Science Press, Beijing (2005)

    Google Scholar 

  9. Lingras, P., Peters, G.: Applying rough set concepts to clustering. In: Rough Sets: Selected Methods and Applications in Management and Engineering, pp. 23–37. Springer (2012)

    Google Scholar 

  10. Pawlak, Z.: Rough Sets: Theoretical Aspects of Reasoning About Data. Kluwer Academatic Publishers, Boston (1991)

    Book  MATH  Google Scholar 

  11. Qian, Y.H., Liang, J.Y., Li, D.Y., Zhang, H.Y., Dang, C.Y.: Measures for evaluating the decision performance of a decision table in rough set theory. Inf. Sci. 178(1), 181–202 (2008)

    Article  MATH  Google Scholar 

  12. Yao, J.T., Herbert, J.P.: A game-theoretic perspective on rough set analysis. J. Chongqing Univ. Posts Telecommun. 20(3), 291–298 (2008)

    MathSciNet  Google Scholar 

  13. Yao, J.T., Azam, N.: Web-based medical decision support systems for three-way medical decision making with game-theoretic rough sets. IEEE Trans. Fuzzy Syst. 23(1), 3–15 (2015)

    Article  Google Scholar 

  14. Yao, J.T., Ciucci, D., Zhang, Y.: Generalized rough sets. In: Springer Handbook of Computational Intelligence. Springer, Berlin (2015)

    Google Scholar 

  15. Yao, Y.Y.: Rough sets and three-way decisions. In: Ciucci, D., Mitra, S., Wu, W.-Z. (eds.) RSKT 2015. LNCS, vol. 9436, pp. 62–73. Springer, Heidelberg (2015). doi:10.1007/978-3-319-25754-9_6

    Chapter  Google Scholar 

  16. Yao, Y.Y., Zhao, Y.: Attribute reduction in decision-theoretic rough set models. Inf. Sci. 178(17), 3356–3373 (2008)

    Article  MathSciNet  MATH  Google Scholar 

  17. Yao, Y.Y.: Probabilistic rough set approximations. Int. J. Approximate Reason. 49(2), 255–271 (2008)

    Article  MATH  Google Scholar 

  18. Zhang, Y., Yao, J.T.: Determining three-way decision regions by combining gini objective functions and GTRS. In: Yao, Y., Hu, Q., Yu, H., Grzymala-Busse, J.W. (eds.) RSFDGrC 2015. LNCS, vol. 9437, pp. 414–425. Springer, Heidelberg (2015). doi:10.1007/978-3-319-25783-9_37

    Chapter  Google Scholar 

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Acknowledgements

This work is partially supported by a Discovery Grant from NSERC Canada, the University of Regina Gerhard Herzberg Fellowship.

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Authors and Affiliations

  1. Department of Computer Science, University of Regina, Regina, SK, S4S 0A2, Canada

    Yan Zhang & Jing Tao Yao

Authors
  1. Yan Zhang
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  2. Jing Tao Yao
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Corresponding author

Correspondence to Jing Tao Yao .

Editor information

Editors and Affiliations

  1. Universidad Católica del Norte, Antofagasta, Chile

    Víctor Flores

  2. University of Campinas, Campinas, SP, Brazil

    Fernando Gomide

  3. University of Warsaw, Warsaw, Poland

    Andrzej Janusz

  4. Universidad del Católica del Norte, Antofagasta, Chile

    Claudio Meneses

  5. Tongji University, Shanghai, China

    Duoqian Miao

  6. University of Applied Sciences, Munich, Germany

    Georg Peters

  7. University of Warsaw, Warsaw, Poland

    Dominik Ślęzak

  8. Chongqing University of Posts and Telecommunications, Chongqing, China

    Guoyin Wang

  9. Universidad de Chile, Santiago, Chile

    Richard Weber

  10. University of Regina, Regina, Saskatchewan, Canada

    Yiyu Yao

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© 2016 Springer International Publishing AG

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Zhang, Y., Yao, J.T. (2016). Towards Coordination Game Formulation in Game-Theoretic Rough Sets. In: Flores, V., et al. Rough Sets. IJCRS 2016. Lecture Notes in Computer Science(), vol 9920. Springer, Cham. https://doi.org/10.1007/978-3-319-47160-0_14

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  • DOI: https://doi.org/10.1007/978-3-319-47160-0_14

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-47159-4

  • Online ISBN: 978-3-319-47160-0

  • eBook Packages: Computer ScienceComputer Science (R0)

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