Bull L, Holland O, Blackmore S
Faculty of Computer Studies and Mathematics, University of the West of England, Bristol BS16 1QY, UK.
Artif Life. 2000 Summer;6(3):227-35. doi: 10.1162/106454600568852.
In this article we examine the effects of the emergence of a new replicator, memes, on the evolution of a pre-existing replicator, genes. Using a version of the NKCS model we examine the effects of increasing the rate of meme evolution in relation to the rate of gene evolution, for various degrees of interdependence between the two replicators. That is, the effects of memes' (suggested) more rapid rate of evolution in comparison to that of genes is investigated using a tunable model of coevolution. It is found that, for almost any degree of interdependence between the two replicators, as the rate of meme evolution increases, a phase transition-like dynamic occurs under which memes have a significantly detrimental effect on the evolution of genes, quickly resulting in the cessation of effective gene evolution. Conversely, the memes experience a sharp increase in benefit from increasing their rate of evolution. We then examine the effects of enabling genes to reduce the percentage of gene-detrimental evolutionary steps taken by memes. Here a critical region emerges as the comparative rate of meme evolution increases, such that if genes cannot effectively select memes a high percentage of the time, they suffer from meme evolution as if they had almost no selective capability.
在本文中,我们研究了一种新的复制因子——文化基因的出现,对已存在的复制因子——基因的进化所产生的影响。我们使用NKCS模型的一个版本,针对这两种复制因子之间不同程度的相互依存关系,研究了提高文化基因进化速率相对于基因进化速率所产生的影响。也就是说,利用一个协同进化的可调模型,研究了文化基因(假定)比基因更快的进化速率所带来的影响。研究发现,对于这两种复制因子之间几乎任何程度的相互依存关系,随着文化基因进化速率的增加,会出现一种类似相变的动态变化,在这种情况下,文化基因会对基因的进化产生显著的不利影响,迅速导致有效的基因进化停止。相反,文化基因从提高其进化速率中获得的益处会急剧增加。然后,我们研究了使基因能够减少文化基因所采取的对基因有害的进化步骤的百分比所产生的影响。随着文化基因进化的相对速率增加,这里出现了一个关键区域,即如果基因不能在大部分时间有效地选择文化基因,它们就会像几乎没有选择能力一样受到文化基因进化的影响。