• DocumentCode
    622732
  • Title

    Application of STP to cooperative games

  • Author

    Daizhan Cheng ; Tingting Xu

  • Author_Institution
    Key Lab. of Syst. & Control, Inst. of Syst. Sci., Beijing, China
  • fYear
    2013
  • fDate
    12-14 June 2013
  • Firstpage
    1680
  • Lastpage
    1685
  • Abstract
    Using semi-tensor product (STP) of matrices, a characteristic function is converted into a pseudo-Boolean function. In the light of this form, two fundamental formulas in cooperative game theory have been simplified. First, the coefficient formula for a game to be expressed as a linear combination of unanimity games is obtained. Second, a novel formula is proposed to calculate Shapley value. These two formulas are simple. They can not only reduce the computational complexity but also be used in theoretical analysis. The STP is introduced in the appendix.
  • Keywords
    Boolean functions; game theory; tensors; STP application; Shapley value; characteristic function; cooperative game theory; linear combination; pseudo-Boolean function; semi tensor product; Data structures; Erbium; Game theory; Games; Silicon; Tin; Vectors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control and Automation (ICCA), 2013 10th IEEE International Conference on
  • Conference_Location
    Hangzhou
  • ISSN
    1948-3449
  • Print_ISBN
    978-1-4673-4707-5
  • Type

    conf

  • DOI
    10.1109/ICCA.2013.6565205
  • Filename
    6565205