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Relation between measure concentration inequality and isoperimetric inequality under the curvature dimension condition

Research Project

Project/Area Number 24740042
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Geometry
Research InstitutionNagoya University

Principal Investigator

ASUKA TAKATSU  名古屋大学, 多元数理科学研究科, 助教 (90623554)

Project Period (FY) 2012-04-01 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Fiscal Year 2014: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2013: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2012: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Keywords測度距離空間 / 最適輸送理論 / 情報幾何 / 測度の集中減少 / 等周不等式 / 測度の集中現象 / 曲率次元条件
Outline of Final Research Achievements

I investigated \phi-Gaussian measures, which is obtained by generalizing the Gaussian measure via a positive continuous non-decreasing function \phi on the positive half line. If \phi is the identity function then the \phi-Gaussian measure recovers the Gaussian measure,and in the case that \phi is the power function with exponent q which lies in (0,1) or (1,2), the \phi-Gaussian measure is a power distribution, so-called the q-Gaussian measure.
In the joint work with Shin-ichi Ohta, we provided a useful condition to we analyze a metric measure space based on the theory of the q- Gaussian measure. By using this condition, we obtained analytic/geometric results such as a set of functional inequalities (e.g. a transport inequality), the concentration of measure phenomenon (which describes a relation between volume and distance) and the gradient flow of the \phi-divergence on the Wasserstein space.

Report

(4 results)
  • 2014 Annual Research Report   Final Research Report ( PDF )
  • 2013 Research-status Report
  • 2012 Research-status Report
  • Research Products

    (17 results)

All 2015 2014 2013 2012 Other

All Journal Article (4 results) (of which Peer Reviewed: 4 results) Presentation (10 results) (of which Invited: 9 results) Remarks (3 results)

  • [Journal Article] Isoperimetric profile of radial probability measures on Euclidean spaces2014

    • Author(s)
      Asuka TAKATSU
    • Journal Title

      Journal of Functional Analysis

      Volume: 266 Issue: 6 Pages: 3435-3454

    • DOI

      10.1016/j.jfa.2014.01.014

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Displacement convexity of generalized relative entropies. II2013

    • Author(s)
      Shin-Ichi Ohta and Asuka Takatsu
    • Journal Title

      Comm. Anal. Geom.

      Volume: 21 Issue: 4 Pages: 687-785

    • DOI

      10.4310/cag.2013.v21.n4.a1

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Behaviors of $\varphi$-Exponential Distributions in Wasserstein Geometry and an Evolution Equation2013

    • Author(s)
      Asuka TAKATSU
    • Journal Title

      SIAM Journal on Mathematical Analysis

      Volume: 45 Issue: 4 Pages: 2546-2556

    • DOI

      10.1137/110849304

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Cone structure of $L^2$-Wasserstein spaces2012

    • Author(s)
      Asuka TAKATSU, Takumi YOKOTA
    • Journal Title

      Journal of Topology and Analysis

      Volume: 4 Issue: 02 Pages: 237-253

    • DOI

      10.1142/s1793525312500112

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Presentation] エントロピーと Wasserstein 幾何2015

    • Author(s)
      高津飛鳥
    • Organizer
      第63回 Encounter with Mathematics
    • Place of Presentation
      中央大学
    • Year and Date
      2015-02-20
    • Related Report
      2014 Annual Research Report
    • Invited
  • [Presentation] Wasserstein幾何とφ-正規分布族2014

    • Author(s)
      高津飛鳥
    • Organizer
      第17回情報論的学習理論ワークショップ
    • Place of Presentation
      名古屋大学
    • Year and Date
      2014-10-18
    • Related Report
      2014 Annual Research Report
    • Invited
  • [Presentation] Displacement convexity of generalized relative entropy2012

    • Author(s)
      Asuka TAKATSU
    • Organizer
      The Fourth Geometry Meeting dedicated to the centenary of A.D.Alexandrov
    • Place of Presentation
      he Euler International Mathematical Institute
    • Related Report
      2012 Research-status Report
  • [Presentation] Isoperimetric problem for radial probability measures2012

    • Author(s)
      Asuka TAKATSU
    • Organizer
      確率論と幾何学
    • Place of Presentation
      大学コンソーシアムやまがたゆうキャンパス・ステーション
    • Related Report
      2012 Research-status Report
    • Invited
  • [Presentation] Isoperimetric problem for radial probability measures2012

    • Author(s)
      Asuka TAKATSU
    • Organizer
      低次元多様体モジュライ空間の幾何学
    • Place of Presentation
      京都大学数理解析研究所
    • Related Report
      2012 Research-status Report
    • Invited
  • [Presentation] 最適輸送理論を廻る話

    • Author(s)
      高津飛鳥
    • Organizer
      若者のための現代幾何入門,
    • Place of Presentation
      大阪大学
    • Related Report
      2013 Research-status Report
    • Invited
  • [Presentation] 輸送不等式と測度の集中現象

    • Author(s)
      高津飛鳥
    • Organizer
      第60回幾何学シンポジウム
    • Place of Presentation
      東京工業大学
    • Related Report
      2013 Research-status Report
    • Invited
  • [Presentation] Some evolution equations as Wasserstein gradient flows

    • Author(s)
      高津飛鳥
    • Organizer
      偏微分方程式の幾何
    • Place of Presentation
      京都大学数理解析研究所
    • Related Report
      2013 Research-status Report
    • Invited
  • [Presentation] Wasserstein/Information geometric aspect of some evolution equations

    • Author(s)
      高津飛鳥
    • Organizer
      第6 回東北楕円型・放物型微分方程式研究集会
    • Place of Presentation
      東北大学
    • Related Report
      2013 Research-status Report
    • Invited
  • [Presentation] Isoperimetric inequality for radial probability measure on Euclidean spaces

    • Author(s)
      高津飛鳥
    • Organizer
      Rigidity Seminar
    • Place of Presentation
      名古屋大学
    • Related Report
      2013 Research-status Report
    • Invited
  • [Remarks] Asuka Takatsu's Home Page

    • URL

      https://sites.google.com/site/asukatakatsu/

    • Related Report
      2014 Annual Research Report
  • [Remarks] Asuka Takatsu's Home Page

    • URL

      https://sites.google.com/site/asukatakatsu/

    • Related Report
      2013 Research-status Report
  • [Remarks] Asuka Takatsu's Home Page

    • URL

      https://sites.google.com/site/asukatakatsu/

    • Related Report
      2012 Research-status Report

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Published: 2013-05-31   Modified: 2019-07-29  

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