Game Theoretic Approach to Global Climate Control

被引:0
|
作者
Du Jinming [1 ]
Wang Long [1 ]
机构
[1] Peking Univ, Coll Engn, Ctr Syst & Control, Beijing 100871, Peoples R China
关键词
Evolutionary Game Theory; Feedback Control; Global Climate Dilemma; Public Goods Game; DILEMMA; TRAGEDY; LOGIC;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Controlling global warming through collectively cooperating is of importance for all the people. It is a non-optional threshold public goods game. Population benefits from meeting the target; while rational individuals try to free ride. This leads to the failure of reaching the target, resulting in global warming. In this paper, we propose a game theoretic control approach, based on the feedback control theory. The method applies to complex systems where control variables are influenced by multiple restrictions, which are very likely intelligent agents and "smart" enough to maximize their own fitness while increase the difficulty of control. Specifically, the evolutionary game process can be viewed as the controller of the climate system, whose exact mathematical model is usually hard to be built. The optimum strategy combination of individuals, which directs the regulation of target variables, can be spontaneously evolved. We applied this approach to the climate control issue in the context of global warming. We find that on the one hand the control target of temperature stabilization can be realized in the long run. On the other hand, the cooperation can be promoted and be maintained at a higher level, compared with classical public goods games with no such feedback. Furthermore, we study parameter settings, and mechanisms of improving the control performance.
引用
收藏
页码:9121 / 9126
页数:6
相关论文
共 50 条
  • [1] Contention control: A game-theoretic approach
    Chen, Lijun
    Low, Steven H.
    Doyle, John C.
    [J]. PROCEEDINGS OF THE 46TH IEEE CONFERENCE ON DECISION AND CONTROL, VOLS 1-14, 2007, : 6183 - 6189
  • [2] A Control Theoretic Approach to Noncooperative Game Design
    Alpcan, Tansu
    Pavel, Lacra
    Stefanovic, Nem
    [J]. PROCEEDINGS OF THE 48TH IEEE CONFERENCE ON DECISION AND CONTROL, 2009 HELD JOINTLY WITH THE 2009 28TH CHINESE CONTROL CONFERENCE (CDC/CCC 2009), 2009, : 8575 - 8580
  • [3] A Game Theoretic Approach to control IDS Sensitivity
    Mozafari, Niloofar
    Farhadi, Mohammad-Kazem
    Khodayari, Mohsen
    Hamzeh, Ali
    [J]. 2013 5TH CONFERENCE ON INFORMATION AND KNOWLEDGE TECHNOLOGY (IKT), 2013, : 77 - 81
  • [4] Optimal routing control: Game theoretic approach
    La, RJ
    Anantharam, V
    [J]. PROCEEDINGS OF THE 36TH IEEE CONFERENCE ON DECISION AND CONTROL, VOLS 1-5, 1997, : 2910 - 2915
  • [5] A game theoretic approach to strictly positive real control
    Yung, CF
    Cheng, HY
    [J]. PROCEEDINGS OF THE 36TH IEEE CONFERENCE ON DECISION AND CONTROL, VOLS 1-5, 1997, : 2115 - 2120
  • [6] A game theoretic approach to the optimal control of uncertain systems
    Iftar, A
    Ozguner, U
    [J]. AUTOMATICA, 1996, 32 (12) : 1749 - 1752
  • [7] A Game Theoretic Approach Based Access Control Mechanism
    Zhao, Ming
    Ren, Jinqiang
    Sun, Huiping
    Li, Suming
    Chen, Zhong
    [J]. PROCEEDINGS OF THE 9TH INTERNATIONAL CONFERENCE FOR YOUNG COMPUTER SCIENTISTS, VOLS 1-5, 2008, : 1464 - +
  • [8] A GAME THEORETIC APPROACH TO OPTIMAL CONTROL IN PRESENCE OF UNCERTAINTY
    RAGADE, RK
    SARMA, IG
    [J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1967, AC12 (04) : 395 - &
  • [9] Game theoretic approach to power control in cellular CDMA
    Gunturi, S
    Paganini, F
    [J]. 2003 IEEE 58TH VEHICULAR TECHNOLOGY CONFERENCE, VOLS1-5, PROCEEDINGS, 2003, : 2362 - 2366
  • [10] An evolutionary game-theoretic approach to congestion control
    Menasché, DS
    Figueiredo, DR
    Silva, EDE
    [J]. PERFORMANCE EVALUATION, 2005, 62 (1-4) : 295 - 312