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
Link To Document :
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