DocumentCode
2578578
Title
Signals and control aspects of optimal mass transport and the Boltzmann entropy
Author
Tannenbaum, Emmanuel ; Georgiou, Tryphon ; Tannenbaum, Allen
Author_Institution
Dept. of Chem., Ben-Gurion Univ. of the Negev, Beer-Sheva, Israel
fYear
2010
fDate
15-17 Dec. 2010
Firstpage
1885
Lastpage
1890
Abstract
In this note we describe some properties of the Wasserstein-2 metric on the space of probability distributions. It turns out that the resulting geodesics lead to interesting connections with the Boltzmann entropy, the heat equations (both linear and nonlinear), and suggest possible Riemannian structures on density functions. In particular, we observe similarities and connections with other metrics originating in Information geometry and prediction theory.
Keywords
Boltzmann equation; differential geometry; entropy; mass transfer; prediction theory; statistical distributions; Boltzmann entropy; Riemannian structure; Wasserstein-2 metric; density function; geodesic based method; heat equation; information geometry; optimal mass transport; prediction theory; probability distribution; Biomedical measurements; Entropy; Equations; Geometry; Heating; Materials;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control (CDC), 2010 49th IEEE Conference on
Conference_Location
Atlanta, GA
ISSN
0743-1546
Print_ISBN
978-1-4244-7745-6
Type
conf
DOI
10.1109/CDC.2010.5717821
Filename
5717821
Link To Document