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.

An Approach for Collective Adaptation in Socio-Technical Systems / Bucchiarone, Antonio; Dulay, Naranker; Lavygina, Anna; Marconi, Annapaola; Raik, Heorhi; Russo, Alessandra. - (2015), pp. 43-48. (Intervento presentato al convegno 2015 IEEE International Conference on Self-Adaptive and Self-Organizing Systems Workshops (SASOW) tenutosi a Cambridge, MA, USA nel 21-25 Sept. 2015) [10.1109/SASOW.2015.12].

An Approach for Collective Adaptation in Socio-Technical Systems

Bucchiarone Antonio;Marconi Annapaola;Raik Heorhi;
2015-01-01

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.
2015
Proceedings of Self-Adaptive and Self-Organizing Systems Workshops, {SASO} 2015, Cambridge, MA, USA, September 21-25, 2015
New York
IEEE
978-1-4673-8439-1
Bucchiarone, Antonio; Dulay, Naranker; Lavygina, Anna; Marconi, Annapaola; Raik, Heorhi; Russo, Alessandra
An Approach for Collective Adaptation in Socio-Technical Systems / Bucchiarone, Antonio; Dulay, Naranker; Lavygina, Anna; Marconi, Annapaola; Raik, Heorhi; Russo, Alessandra. - (2015), pp. 43-48. (Intervento presentato al convegno 2015 IEEE International Conference on Self-Adaptive and Self-Organizing Systems Workshops (SASOW) tenutosi a Cambridge, MA, USA nel 21-25 Sept. 2015) [10.1109/SASOW.2015.12].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11572/343401
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