Strategy investments in zero-sum games

被引:0
|
作者
Garcia, Raul [1 ]
Hosseinian, Seyedmohammadhossein [2 ]
Pai, Mallesh [3 ]
Schaefer, Andrew J. [1 ]
机构
[1] Rice Univ, Dept Computat Appl Math & Operat Res, Houston, TX 77005 USA
[2] Univ Cincinnati, Dept Mech & Mat Engn, Cincinnati, OH 45221 USA
[3] Rice Univ, Dept Econ, Houston, TX 77005 USA
基金
美国国家卫生研究院;
关键词
Zero-sum games; Matrix games; Strategy investments; Mixed-integer linear programming;
D O I
10.1007/s11590-024-02130-z
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
We propose an extension of two-player zero-sum games, where one player may select available actions for themselves and the opponent, subject to a budget constraint. We present a mixed-integer linear programming (MILP) formulation for the problem, provide analytical results regarding its solution, and discuss applications in the security and advertising domains. Our computational experiments demonstrate that heuristic approaches, on average, yield suboptimal solutions with at least a 20% relative gap with those obtained by the MILP formulation.
引用
收藏
页码:1771 / 1789
页数:19
相关论文
共 50 条
  • [41] ON STABILITY OF THE VALUES OF RANDOM ZERO-SUM GAMES
    Tanikawa, Akio
    INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL, 2011, 7 (01): : 133 - 140
  • [42] Verification and Design of Zero-Sum Potential Games
    Li, Changxi
    He, Fenghua
    Hao, Ning
    IFAC PAPERSONLINE, 2020, 53 (02): : 16932 - 16937
  • [43] Zero-sum continuous games with no compact support
    MendezNaya, L
    INTERNATIONAL JOURNAL OF GAME THEORY, 1996, 25 (01) : 93 - 111
  • [44] General Theorem on a Finite Support of Mixed Strategy in the Theory of Zero-Sum Games
    Smirnov, S. N.
    DOKLADY MATHEMATICS, 2018, 97 (03) : 215 - 218
  • [45] Strategy synthesis for zero-sum neuro-symbolic concurrent stochastic games
    Yan, Rui
    Santos, Gabriel
    Norman, Gethin
    Parker, David
    Kwiatkowska, Marta
    INFORMATION AND COMPUTATION, 2024, 300
  • [46] General Theorem on a Finite Support of Mixed Strategy in the Theory of Zero-Sum Games
    S. N. Smirnov
    Doklady Mathematics, 2018, 97 : 215 - 218
  • [47] Zero-sum stochastic games with partial information
    Ghosh, MK
    McDonald, D
    Sinha, S
    JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS, 2004, 121 (01) : 99 - 118
  • [48] Computing proper equilibria of zero-sum games
    Miltersen, Peter Bro
    Sorensen, Troels Bjerre
    COMPUTERS AND GAMES, 2007, 4630 : 200 - +
  • [49] Zero-Sum Stochastic Games with Partial Information
    M. K. Ghosh
    D. McDonald
    S. Sinha
    Journal of Optimization Theory and Applications, 2004, 121 : 99 - 118
  • [50] Approximations in dynamic zero-sum games II
    Universidad Nacional de Rosario, Rosario, Argentina
    SIAM J Control Optim, 6 (2101-2117):