论文标题
基因组作为功能程序
Genome as a functional program
论文作者
论文摘要
我们讨论了一种具有功能架构的程序的基因组模型，并将达尔文进化的方法视为功能编程的学习问题。特别是我们介绍了某些功能程序的学习模型。这种方法与信息几何形状有关 - 学习模型在信息空间中使用某种距离（模型的还原图），我们考虑了降低图中路径上的统计总和，并讨论了此总和与温度学习的关系。
We discuss a model of genome as a program with functional architecture and consider the approach to Darwinian evolution as a learning problem for functional programming. In particular we introduce a model of learning for some class of functional programs. This approach is related to information geometry -- the learning model uses some kind of distance in the information space (the reduction graph of the model), we consider statistical sum over paths in the reduction graph and discuss relation of this sum to temperature learning.
