In evolutionary game dynamics, reproductive success increases with the performance in an evolutionary game. If strategy A performs better than strategy B, strategy A will spread in the population. Under stochastic dynamics, a single mutant will sooner or later take over the entire population or go extinct. We analyze the mean exit times ( or average fixation times) associated with this process. We show analytically that these times depend on the payoff matrix of the game in an amazingly simple way under weak selection, i.e. strong stochasticity: the payoff difference Delta pi is a linear function of the number of A individuals i, Delta pi = ui + v. The unconditional mean exit time depends only on the constant term v. Given that a single A mutant takes over the population, the corresponding conditional mean exit time depends only on the density dependent term u. We demonstrate this finding for two commonly applied microscopic evolutionary processes.
机构:
Harvard Univ, Dept Organism & Evolutionary Biol, Cambridge, MA 02138 USA
Univ Penn, Dept Math, Philadelphia, PA 19104 USA
Univ Penn, Ctr Math Biol, Philadelphia, PA 19104 USAHarvard Univ, Dept Organism & Evolutionary Biol, Cambridge, MA 02138 USA
McAvoy, Alex
Allen, Benjamin
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Emmanuel Coll, Dept Math, Boston, MA 02115 USAHarvard Univ, Dept Organism & Evolutionary Biol, Cambridge, MA 02138 USA
机构:
Dalian Univ Technol, Sch Math Sci, Dalian 116024, Peoples R ChinaDalian Univ Technol, Sch Math Sci, Dalian 116024, Peoples R China
Liu, Xuesong
Pan, Qiuhui
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Dalian Univ Technol, Sch Math Sci, Dalian 116024, Peoples R China
Dalian Univ Technol, Sch Innovat Expt, Dalian 116024, Peoples R ChinaDalian Univ Technol, Sch Math Sci, Dalian 116024, Peoples R China
Pan, Qiuhui
Kang, Yibin
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Dalian Univ Technol, Sch Math Sci, Dalian 116024, Peoples R ChinaDalian Univ Technol, Sch Math Sci, Dalian 116024, Peoples R China
Kang, Yibin
He, Mingfeng
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Dalian Univ Technol, Sch Math Sci, Dalian 116024, Peoples R ChinaDalian Univ Technol, Sch Math Sci, Dalian 116024, Peoples R China
机构:
IBM China Dev Lab, IBM SPSS Stat Res, Xian 710065, Shaanxi, Peoples R ChinaIBM China Dev Lab, IBM SPSS Stat Res, Xian 710065, Shaanxi, Peoples R China
Zhong, Weicai
Liu, Jing
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Xidian Univ, Minist Educ, Key Lab Intelligent Percept & Image Understanding, Xian 710071, Shaanxi, Peoples R ChinaIBM China Dev Lab, IBM SPSS Stat Res, Xian 710065, Shaanxi, Peoples R China
Liu, Jing
Zhang, Li
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Soochow Univ, Sch Comp Sci & Technol, Res Ctr Machine Learning & Data Anal, Suzhou 215006, Jiangsu, Peoples R ChinaIBM China Dev Lab, IBM SPSS Stat Res, Xian 710065, Shaanxi, Peoples R China