This article summarizes five relevant methods for developing self-organizing multiagent systems. It identifies their most relevant aspects and provides a description of each one under the form of method fragments expressed using SPEM (Software and System Process Engineering Metamodel). The use of a "metamodel" to describe fragments facilitates the comparison of the methods and their respective fragments. These fragments can be combined and be part of a more general ad hoc methodology, created according to the needs of the designer. Self-organizing traffic lights controllers and self-organizing displays are chosen as case studies to illustrate the methods and to underline which fragments are important for self-organizing systems. Finally, we illustrate how to augment PASSI2, an agent-based methodology which does not consider self-organization aspects, with some of the identified fragments for self-organization.
A method fragments approach to methodologies for engineering self-organising systems / Puviani, Mariachiara; G., Di Marzo Serugendo; R., Frei; Cabri, Giacomo. - In: ACM TRANSACTIONS ON AUTONOMOUS AND ADAPTIVE SYSTEMS. - ISSN 1556-4665. - ELETTRONICO. - 7:3(2012), pp. 33:1-33:25. [10.1145/2348832.2348836]
A method fragments approach to methodologies for engineering self-organising systems
PUVIANI, MARIACHIARA;CABRI, Giacomo
2012
Abstract
This article summarizes five relevant methods for developing self-organizing multiagent systems. It identifies their most relevant aspects and provides a description of each one under the form of method fragments expressed using SPEM (Software and System Process Engineering Metamodel). The use of a "metamodel" to describe fragments facilitates the comparison of the methods and their respective fragments. These fragments can be combined and be part of a more general ad hoc methodology, created according to the needs of the designer. Self-organizing traffic lights controllers and self-organizing displays are chosen as case studies to illustrate the methods and to underline which fragments are important for self-organizing systems. Finally, we illustrate how to augment PASSI2, an agent-based methodology which does not consider self-organization aspects, with some of the identified fragments for self-organization.File | Dimensione | Formato | |
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