Title :
Multi agent simulation for control and autonomy in complex socio-technical systems
Author :
Dignum, Virginia ; Tan, Yao-hua
Author_Institution :
Fac. of Technol., Policy & Manage., Delft Univ. of Technol., Delft, Netherlands
Abstract :
Socio-technical systems are characterized by the autonomy of the individual participants that however must be able to collaborate in complex, dynamic environments. The design and analysis of such systems requires models that balance control and autonomy. In this paper, we present a conceptual framework to integrate organizational and individual perspectives, such that agent-based models for simulation and the engineering of multi-agent systems can be intergrated. This framework distinguishes between the mechanisms though which the structure and global behavior of the model is described and coordinated, and the service-providers (agents) that populate the model. We use the MASQ meta-model that distinguishes the dimension internal-external and individual-collective as a basis for our work and present modeling proposals for all its components.
Keywords :
control engineering computing; large-scale systems; multi-agent systems; software engineering; MASQ metamodel; agent based model; complex sociotechnical system; individual perspective; individual-collective dimension; internal-external dimension; multiagent system; organizational perspective; service provider; Bridges; Computational modeling; Computer architecture; Context; Crisis management; Multiagent systems; Organizations;
Conference_Titel :
Networking, Sensing and Control (ICNSC), 2011 IEEE International Conference on
Conference_Location :
Delft
Print_ISBN :
978-1-4244-9570-2
DOI :
10.1109/ICNSC.2011.5874935