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
Link To Document