标题： 进化与生命本质属性的一些计算方面 显示英文标题

标题： Some Computational Aspects of Essential Properties of Evolution and Life

摘要： 虽然进化启发了启发式优化的算法方法，但在利用计算概念来加深对生物现象关键方面的理解方面所做的工作还很少。我们认为，在合理的假设下，可以得出与行为进化相关的有趣结论。我们将重点研究生命的两个重要特征——鲁棒性和适应性——我们认为它们与算法概率以及计算的热力学有关，这些学科可能能够模拟生物体的关键特征，并可用于制定新的进化计算算法。 显示英文摘要

摘要： While evolution has inspired algorithmic methods of heuristic optimisation, little has been done in the way of using concepts of computation to advance our understanding of salient aspects of biological phenomena. We argue that under reasonable assumptions, interesting conclusions can be drawn that are of relevance to behavioural evolution. We will focus on two important features of life--robustness and fitness--which, we will argue, are related to algorithmic probability and to the thermodynamics of computation, disciplines that may be capable of modelling key features of living organisms, and which can be used in formulating new algorithms of evolutionary computation.