Optimization on diffeological spaces.

Autor: Goldammer, Nico, Welker, Kathrin
Předmět:
Zdroj: PAMM: Proceedings in Applied Mathematics & Mechanics; Dec2021 Suppelment S1, Vol. 21, p1-1, 1p
Abstrakt: On this poster, we present optimization techniques on diffeological spaces. Diffeological spaces firstly introduced by J.M. Souriau in the 1980s are a natural generalization of smooth manifolds. In order to generalize optimization methods known on manifolds to diffeological spaces, we define various objects like a diffeological tangent space, a diffeological Riemannian space as well as a diffeological gradient. In addition we give the definition of a diffeological retraction. These objects are necessary for formulating the steepest descent method on diffeological spaces. We present this method and apply it on an example. [ABSTRACT FROM AUTHOR]
Databáze: Complementary Index