• 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