In this paper, we wish to investigate the dynamics of information transfer in evolutionary dynamics. We use information theoretic tools to track how much information an evolving population has obtained and managed to retain about different environments that it is exposed to. By understanding the dynamics of information gain and loss in a static environment, we predict how that same evolutionary system would behave when the environment is fluctuating. Specifically, we anticipate a cross-over between the regime in which fluctuations improve the ability of the evolutionary system to capture environmental information and the regime in which the fluctuations inhibit it, governed by a cross-over in the timescales of information gain and decay.
翻译:在本文中,我们希望调查进化动态中信息传输动态的动态。我们使用信息理论工具来跟踪不断演变的人口获得并设法保存了多少信息,以保持其所面临的不同环境。通过了解信息在静态环境中的增益和损失的动态,我们预测在环境波动时,同样的进化系统会如何运作。具体地说,我们预计进化系统的波动会提高获取环境信息的能力,而随着信息增益和衰变的时标的跨度,变化波动会影响环境信息。