DocumentCode :
736754
Title :
Game theoretic approach to global climate control
Author :
Jinming, Du ; Long, Wang
Author_Institution :
Center for Systems and Control, College of Engineering, Peking University, Beijing 100871, P.R. China
fYear :
2015
fDate :
28-30 July 2015
Firstpage :
9121
Lastpage :
9126
Abstract :
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.
Keywords :
Games; Global warming; Meteorology; Process control; Sociology; Statistics; Temperature control; Evolutionary Game Theory; Feedback Control; Global Climate Dilemma; Public Goods Game;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control Conference (CCC), 2015 34th Chinese
Conference_Location :
Hangzhou, China
Type :
conf
DOI :
10.1109/ChiCC.2015.7261082
Filename :
7261082
Link To Document :
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