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Gradient flows in Wasserstein spaces and applications to crowd movement

Filippo Santambrogio (2010/2011)

Séminaire Équations aux dérivées partielles

Starting from a motivation in the modeling of crowd movement, the paper presents the topics of gradient flows, first in n , then in metric spaces, and finally in the space of probability measures endowed with the Wasserstein distance (induced by the quadratic transport cost). Differently from the usual theory by Jordan-Kinderlehrer-Otto and Ambrosio-Gigli-Savaré, we propose an approach where the optimality conditions for the minimizers of the optimization problems that one solves at every time step...

Gradient flows in Wasserstein spaces and applications to crowd movement

Filippo Santambrogio (2009/2010)

Séminaire Équations aux dérivées partielles

Starting from a motivation in the modeling of crowd movement, the paper presents the topics of gradient flows, first in n , then in metric spaces, and finally in the space of probability measures endowed with the Wasserstein distance (induced by the quadratic transport cost). Differently from the usual theory by Jordan-Kinderlehrer-Otto and Ambrosio-Gigli-Savaré, we propose an approach where the optimality conditions for the minimizers of the optimization problems that one solves at every time step...

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