Evolutionary Game Dynamics in a Fitness-Dependent Wright Fisher Process with Noise

被引:9
作者
Quan Ji [1 ]
Wang Xian-Jia [1 ,2 ]
机构
[1] Wuhan Univ, Inst Syst Engn, Wuhan 430072, Peoples R China
[2] Wuhan Univ, Econ & Management Sch, Wuhan 430072, Peoples R China
基金
中国国家自然科学基金;
关键词
evolutionary games; Wright-Fisher process; evolutionary stable strategy; noise; FORM GAMES; COOPERATION; MUTATION; SELECTION;
D O I
10.1088/0253-6102/56/3/02
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
Evolutionary game dynamics in finite size populations can be described by a fitness-dependent Wright-Fisher process. We consider symmetric 2 x 2 games in a well-mixed population. In our model, two parameters to describe the level of player's rationality and noise intensity in environment are introduced. In contrast with the fixation probability method that used in a noiseless case, the introducing of the noise intensity parameter makes the process an ergodic Markov process and based on the limit distribution of the process, we can analysis the evolutionary stable strategy (ESS) of the games. We illustrate the effects of the two parameters on the ESS of games using the Prisoner's dilemma games (PDG) and the snowdrift games (SG). We also compare the ESS of our model with that of the replicator dynamics in infinite size populations. The results are determined by simulation experiments.
引用
收藏
页码:404 / 410
页数:7
相关论文
共 32 条
[1]   Another approach to mutation and learning in games [J].
Amir, M ;
Berninghaus, SK .
GAMES AND ECONOMIC BEHAVIOR, 1996, 14 (01) :19-43
[2]  
[Anonymous], 1998, EVOLUTIONARY GAMES P
[3]   Strategy abundance in 2 x 2 games for arbitrary mutation rates [J].
Antal, Tibor ;
Nowak, Martin A. ;
Traulsen, Arne .
JOURNAL OF THEORETICAL BIOLOGY, 2009, 257 (02) :340-344
[4]   Evolution, interaction, and Nash equilibria [J].
Berninghaus, SK ;
Schwalbe, U .
JOURNAL OF ECONOMIC BEHAVIOR & ORGANIZATION, 1996, 29 (01) :57-85
[5]   Individual learning in normal form games: Some laboratory results [J].
Cheung, YW ;
Friedman, D .
GAMES AND ECONOMIC BEHAVIOR, 1997, 19 (01) :46-76
[6]   ADAPTIVE DYNAMICS IN COORDINATION GAMES [J].
CRAWFORD, VP .
ECONOMETRICA, 1995, 63 (01) :103-143
[7]   NAIVE BAYESIAN LEARNING IN 2X2 MATRIX GAMES [J].
EICHBERGER, J ;
HALLER, H ;
MILNE, F .
JOURNAL OF ECONOMIC BEHAVIOR & ORGANIZATION, 1993, 22 (01) :69-90
[8]  
Ewens W.J., 2004, Mathematical Population Genetics 1: Theoretical Introduction
[9]   Evolutionary game dynamics in finite populations with strong selection and weak mutation [J].
Fudenberg, Drew ;
Nowak, Martin A. ;
Taylor, Christine ;
Imhof, Lorens A. .
THEORETICAL POPULATION BIOLOGY, 2006, 70 (03) :352-363
[10]   The outbreak of cooperation among success-driven individuals under noisy conditions [J].
Helbing, Dirk ;
Yu, Wenjian .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2009, 106 (10) :3680-3685