Gradient Flows von Luigi Ambrosio | In Metric Spaces and in the Space of Probability Measures | ISBN 9783764387211

Gradient Flows

In Metric Spaces and in the Space of Probability Measures

von Luigi Ambrosio, Nicola Gigli und Giuseppe Savare
Mitwirkende
Autor / AutorinLuigi Ambrosio
Autor / AutorinNicola Gigli
Autor / AutorinGiuseppe Savare
Buchcover Gradient Flows | Luigi Ambrosio | EAN 9783764387211 | ISBN 3-7643-8721-1 | ISBN 978-3-7643-8721-1

Gradient Flows

In Metric Spaces and in the Space of Probability Measures

von Luigi Ambrosio, Nicola Gigli und Giuseppe Savare
Mitwirkende
Autor / AutorinLuigi Ambrosio
Autor / AutorinNicola Gigli
Autor / AutorinGiuseppe Savare

The book is devoted to the theory of gradient flows in the general framework of metric spaces, and in the more specific setting of the space of probability measures, which provide a surprising link between optimal transportation theory and many evolutionary PDE's related to (non)linear diffusion. The book originates from lectures by L. Ambrosio at the ETH Zürich in Fall 2001. It contains new results that have never appeared elsewhere. The book has been substantially extended and revised in cooperation with the co-authors. Particular emphasis is given to the convergence of the implicit time discretization method and to the error estimates for this discretization, extending the well established theory in Hilbert spaces. The book is split in two main parts that can be read independently of each other.