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东京 1 型开放式进化检测程序

A Procedure for Testing for Tokyo Type 1 Open-Ended Evolution.

机构信息

Keele University School of Computer Science and Mathematics.

出版信息

Artif Life. 2024 Aug 1;30(3):345-355. doi: 10.1162/artl_a_00430.

Abstract

Tokyo Type 1 open-ended evolution (OEE) is a category of OEE that includes systems exhibiting the ongoing generation of adaptive novelty and ongoing growth in complexity. It can be considered as a necessary foundation for Tokyo Type 2 OEE (ongoing evolution of evolvability) and Tokyo Type 3 OEE (ongoing generation of major transitions). This article brings together five methods of analysis to form a procedure for testing for Tokyo Type 1 OEE. The procedure is presented as simply as possible, isolated from the complexities of any particular evolutionary system, and with a clear rationale for each step. In developing these steps, we also identify five key challenges in OEE. The last of these (achieving a higher order of complexity growth within a system exhibiting indefinitely scalable complexity) can be considered a grand challenge for Tokyo Type 1 OEE. Promising approaches to this grand challenge include also achieving one or both of Tokyo Types 2 and 3 OEE; this can be seen as one answer to why these other types of OEE are important, providing a unified view of OEE.

摘要

东京 1 型开放式进化(OEE)是 OEE 的一个类别,包括表现出持续产生适应性新颖性和复杂性不断增长的系统。它可以被视为东京 2 型 OEE(可进化性的持续进化)和东京 3 型 OEE(主要转变的持续产生)的必要基础。本文将五种分析方法结合起来,形成了一种测试东京 1 型 OEE 的程序。该程序尽可能简单地呈现,与任何特定进化系统的复杂性隔离开来,并且对每个步骤都有明确的基本原理。在开发这些步骤的过程中,我们还确定了 OEE 的五个关键挑战。其中最后一个(在表现出无限可扩展复杂性的系统中实现更高层次的复杂性增长)可以被认为是东京 1 型 OEE 的一个重大挑战。实现这一重大挑战的有前途的方法还包括实现东京 2 型和 3 型 OEE 中的一个或两个;这可以被视为其他类型的 OEE 为什么重要的一个答案,为 OEE 提供了一个统一的视角。

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