方法对比

	进化博弈论	古诺竞争
领域	博弈论	博弈论
方法族	Machine learning	Machine learning
起源年份	1973	1838
提出者	John Maynard Smith, George Price	Augustin-Louis Cournot
类型	algorithm	algorithm
开创性文献	Smith, J. M., & Price, G. R. (1973). The logic of animal conflict. Nature, 246(5427), 15-18.	Cournot, A. A. (1838). Recherches sur les principes mathématiques de la théorie des richesses. L. Hachette.
别名	ESS, Evolutionarily Stable Strategy, Replicator Dynamics	Quantity Competition, Cournot Equilibrium, Cournot-Nash Equilibrium
相关	4	4
摘要	Evolutionary Game Theory applies game-theoretic reasoning to biological evolution and social dynamics, where populations of agents with different strategies interact repeatedly. Introduced by John Maynard Smith and George Price in 1973, the framework uses the concept of Evolutionarily Stable Strategies (ESS) to identify strategy distributions that cannot be invaded by mutant strategies. Replicator dynamics describe how strategy frequencies evolve over time when reproduction is proportional to payoff success.	Cournot Competition models oligopolistic markets where firms choose quantities simultaneously, not prices. Originally formulated by Augustin-Louis Cournot in 1838, the model assumes each firm's profit depends on the total market quantity produced. The resulting Cournot-Nash Equilibrium captures the strategic interaction where each firm maximizes profit given competitors' quantities, leading to prices between monopoly and perfect competition levels.