DocumentCode
184306
Title
Control of multiscale model for social dynamics
Author
Piccoli, Benedetto ; Rossi, Francesco
Author_Institution
Dept. of Math. Sci., Rutgers Univ. - Camden, Camden, NJ, USA
fYear
2014
fDate
4-6 June 2014
Firstpage
2202
Lastpage
2207
Abstract
We illustrate a multiscale model for social dynamics of large groups. The examples we have in mind span both cases of real dynamics, such as crowd in motion, but also virtual dynamics, such as opinion formation in social networks. The model is based on a measure theoretic approach, where the space of Radon measure with finite mass is endowed with a generalized Wasserstein metric. The latter allows the comparison of measures with different mass, thus including models in which the total mass of the measure may vary in time. The control paradigm is a centralized sparse control algorithm: A centralized controller is free to act on any agent of the system, but with the constraint of acting only on a small number of agents at the same time. We show some results in the completely discrete case and some new approach to deal with the continuum and mixed cases.
Keywords
centralised control; social sciences; Radon measure; centralized sparse control algorithm; control paradigm; finite mass; generalized Wasserstein metric; measure theoretic approach; multiscale model; social dynamics; social networks; virtual dynamics; Aerospace electronics; Convergence; Dynamics; Mathematical model; Standards; Time measurement; Vectors; Agents-based systems; Distributed parameter systems; Variational methods;
fLanguage
English
Publisher
ieee
Conference_Titel
American Control Conference (ACC), 2014
Conference_Location
Portland, OR
ISSN
0743-1619
Print_ISBN
978-1-4799-3272-6
Type
conf
DOI
10.1109/ACC.2014.6859038
Filename
6859038
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