一种部分通过开放性测试的物种模拟
A speciation simulation that partly passes open-endedness tests
AI总结:
本文研究了ToLSim在开放性进化测试中的表现,发现其在基因层面表现出无界进化活动,但整体上未能通过开放性测试。
摘要:
人工生命研究的主要目标之一是在人工系统中重现地球生物圈中不断趋向更复杂和新颖的实体、互动和过程的趋势,即创建开放性系统。在本文中,我们测试了东京类型1开放性进化(OEE)在Tree of Life Simulation(ToLSim)中的表现,这是一种由Lana Sinapayen创建的人工生命软件。为此,我们进行了实验以测量进化活动统计数据。这些需要我们定义组件的概念。在这里,我们将组件定义为代理的基因。结果表明,ToLSim能够表现出无界的总累积进化活动。然而,总和和中位数归一化的累积进化活动似乎有界,新的进化活动持续为零,表明ToLSim不是开放性的。进一步对ToLSim的研究可以重复这个实验,使用个体或甚至物种,而不是基因,以测试当前结果的有效性。
英文摘要:
One of the main goals of artificial life research is to recreate in artificial systems the trends for ever more complex and novel entities, interactions and processes that we see in Earth's biosphere, that is, to create open-ended systems. In this paper, we test for Tokyo type 1 open-ended evolution (OEE) of the Tree of Life Simulation (ToLSim), an artificial life software created by Lana Sinapayen. To do so, we conducted an experiment to measure evolutionary activity statistics. These require us to define the notion of components. Here, we define components as the agent's genes. The results show that ToLSim is capable of exhibiting unbounded total cumulative evolutionary activity. However, total and median normalized cumulative evolutionary activity appear bounded and new evolutionary activity is persistently null, suggesting that ToLSim is not open-ended. Further studies on ToLSim could repeat this experiment with individuals or even species, rather than genes, to test whether the present results are valid.
机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。