Evolution of wealth in a non-conservative economy driven by local Nash equilibria

被引:23
作者
Degond, Pierre [1 ]
Liu, Jian-Guo [2 ,3 ]
Ringhofer, Christian [4 ]
机构
[1] Univ London Imperial Coll Sci Technol & Med, Dept Math, London SW7 2AZ, England
[2] Duke Univ, Dept Phys, Durham, NC 27708 USA
[3] Duke Univ, Dept Math, Durham, NC 27708 USA
[4] Arizona State Univ, Sch Math & Stat Sci, Tempe, AZ 85287 USA
来源
PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES | 2014年 / 372卷 / 2028期
关键词
multi-agent market models; price strategies; mean field games; Pareto distribution; Fokker-Planck equation; general collision invariants; MEAN-FIELD GAMES; KINETIC-MODELS; CONTINUUM; DYNAMICS; MARKETS;
D O I
10.1098/rsta.2013.0394
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
We develop a model for the evolution of wealth in a non-conservative economic environment, extending a theory developed in Degond et al. (2014 J. Stat. Phys. 154, 751-780 (doi:10.1007/s10955-013-0888-4)). The model considers a system of rational agents interacting in a game-theoretical framework. This evolution drives the dynamics of the agents in both wealth and economic configuration variables. The cost function is chosen to represent a risk-averse strategy of each agent. That is, the agent is more likely to interact with the market, the more predictable the market, and therefore the smaller its individual risk. This yields a kinetic equation for an effective single particle agent density with a Nash equilibrium serving as the local thermodynamic equilibrium. We consider a regime of scale separation where the large-scale dynamics is given by a hydrodynamic closure with this local equilibrium. A class of generalized collision invariants is developed to overcome the difficulty of the non-conservative property in the hydrodynamic closure derivation of the large-scale dynamics for the evolution of wealth distribution. The result is a system of gas dynamics-type equations for the density and average wealth of the agents on large scales. We recover the inverse Gamma distribution, which has been previously considered in the literature, as a local equilibrium for particular choices of the cost function.
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页数:15
相关论文
共 28 条
[1]  
Aletti G, 2010, MODEL SIMUL SCI ENG, P203, DOI 10.1007/978-0-8176-4946-3_8
[2]  
AMOROSO L, 1925, ANN MAT PUR APPL, V21, P123, DOI DOI 10.1007/BF02409935
[3]  
[Anonymous], PRACTICAL FRUITS ECO
[4]  
[Anonymous], 2006, Econophysics and Sociophysics: Trends and Perspectives
[5]   MARKETS WITH A CONTINUUM OF TRADERS [J].
AUMANN, RJ .
ECONOMETRICA, 1964, 32 (1-2) :39-50
[6]  
Bachelier L., 1900, Theorie de la Speculation Annales scientifiques de l' Ecole Normale Superieure, DOI DOI 10.24033/ASENS.476
[7]   On the emergence of an 'intention field' for socially cohesive agents [J].
Bouchaud, Jean-Philippe ;
Borghesi, Christian ;
Jensen, Pablo .
JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT, 2014,
[8]   Wealth condensation in a simple model of economy [J].
Bouchaud, JP ;
Mézard, M .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2000, 282 (3-4) :536-545
[9]  
Cardaliaguet P., 2010, NOTES P L LIONS LECT
[10]   On a kinetic model for a simple market economy [J].
Cordier, S ;
Pareschi, L ;
Toscani, G .
JOURNAL OF STATISTICAL PHYSICS, 2005, 120 (1-2) :253-277