An Approach for Collective Adaptation in Socio-Technical Systems

A. Bucchiarone, Naranker Dulay, Anna Lavygina, A. Marconi, Heorhi Raik, A. Russo
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引用次数: 14

Abstract

Socio-technical systems are systems where autonomous humans and computational entities collectively collaborate with each other to satisfy their goals in a dynamic environment. To be resilient, such systems need to adapt to unexpected human behaviours and exogenous changes in the environment. In this paper, we describe a framework for the development of social-technical systems where adaptation is itself a collective process driven by the awareness of capabilities, goals, constraints and preferences of humans and entities, and knowledge of the environment. The adaptation is controlled by a multi-criteria decision making function combined with an analytic hierarchic process (AHP). We present our approach, the collective adaptation algorithm, and its application to a smart mobility scenario.
社会技术系统中的集体适应方法
社会技术系统是自主的人类和计算实体在动态环境中相互协作以实现其目标的系统。为了具有弹性,这些系统需要适应意外的人类行为和环境中的外生变化。在本文中,我们描述了一个社会技术系统发展的框架,其中适应本身是一个集体过程,由人类和实体对能力、目标、约束和偏好的认识以及对环境的了解驱动。该方法采用多准则决策函数和层次分析法(AHP)相结合的方法控制自适应。我们提出了我们的方法,集体适应算法,以及它在智能移动场景中的应用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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