利用功能分解弥合所需的突发多代理系统复原力与单个代理设计之间的设计差距

Isabella V. Hernandez, B. C. Watson, M. Weissburg, Bert Bras
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引用次数: 0

摘要

国际系统工程理事会和美国国家工程院都认为,提高现代基础设施系统的复原力是当务之急。恢复力通过抵御、适应和恢复意外故障,满足了利益相关者对稳定和可预测系统的关键需求。提高多代理系统的复原力尤其具有挑战性,因为复原力是一种新兴的系统级属性,而不是单个代理功能的总和。本文将生物系统作为弹性功能的灵感来源,探讨的核心问题是 如何利用生物启发设计来提高多代理系统的弹性这一新兴属性?本文使用功能分解法来分解产生复原力的单个功能,并将这些特性转移到通用系统中。因此,本文研究的核心假设是:如果在社会性昆虫群落中进行功能分解,那么就能找到增加多代理系统复原力这一突发特性的通用方法。研究结果有两个贡献。第一个贡献是,根据雌性昆虫的行为,确定了影响复原力的六种一般功能。第二个贡献是描述了识别昆虫行为并将其转化为通用弹性设计指南的过程。为了支持这些贡献,一项案例研究将受生物启发的功能应用于一个紧急电力服务系统,并提出了电力系统提高复原力的策略。因此,这篇文章为我们实现利用生物启发设计来影响多代理系统复原力这一目标迈出了关键一步。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Using functional decomposition to bridge the design gap between desired emergent multi‐agent‐system resilience and individual agent design
Increasing the resilience of modern infrastructure systems is recognized as a priority by both the International Council on Systems Engineering and the National Academy of Engineering. Resilience answers the key stakeholder need for a stable and predictable system by withstanding, adapting to, and recovering from unexpected faults. Increasing resilience in multi‐agent systems is especially challenging because resilience is an emergent system‐level property rather than the sum of individual agent functions. This paper uses biological systems as a source of inspiration for resilient functions, examining the central question How can biologically inspired design be used to increase the emergent property of resilience in multi‐agent systems? The paper uses functional decomposition to break down the individual functions that result in resilience and transfer the properties to generalized systems. Accordingly, the central hypothesis examined in this article is If functional decomposition is performed on eusocial insect colonies, then generalizable approaches to increase the emergent property of multi‐agent system resilience can be identified. The results provide two contributions. The first contribution is the identification of six general functions based on eusocial insect behavior that influence resilience. The second contribution is a description of the process of identifying and transferring insect behaviors into generalized design‐for‐resilience guidance. To support these contributions, a case study applies biologically inspired functions to an emergency power service system and proposes tactics for the power system to improve its resilience. Thus, this article provides a key step towards our goal of using biologically inspired design to influence the emergent property of resilience in multi‐agent systems.
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