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Geometry of the space of probability measures and its applications

Research Project

Project/Area Number 20740036
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeSingle-year Grants
Research Field Geometry
Research InstitutionKyoto University

Principal Investigator

OHTA Shin-Ichi  Kyoto University, 大学院・理学研究科, 准教授 (00372558)

Project Period (FY) 2008 – 2010
Project Status Completed (Fiscal Year 2010)
Budget Amount *help
¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000)
Fiscal Year 2010: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2009: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2008: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Keywords曲率 / リーマン幾何学 / フィンスラー幾何学 / 最適輸送理論 / 熱流 / リーマン幾何 / フィンスラー幾何 / エントロピー / 最適輸送
Research Abstract

We studied the geometry of Wasserstein spaces, which are the metric spaces consisting of probability measures on metric spaces. One of our achievements is the investigation of the geometric structure of the Wasserstein space over a possibly highly singular space (an Alexandrov space), and the establishment of the theory of gradient flows in such a space. We also generalized the known equivalence between the convexity of a certain entropy on the Wasserstein space and a curvature bound of the underlying space to a wider class of spaces (Finsler manifolds).

Report

(4 results)
  • 2010 Annual Research Report   Final Research Report ( PDF )
  • 2009 Annual Research Report
  • 2008 Annual Research Report
  • Research Products

    (38 results)

All 2011 2010 2009 2008 Other

All Journal Article (16 results) (of which Peer Reviewed: 16 results) Presentation (19 results) Remarks (3 results)

  • [Journal Article] 確率測度の空間の幾何学2011

    • Author(s)
      太田慎一
    • Journal Title

      数学 第63巻

      Pages: 21-42

    • NAID

      10029101805

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Vanishing S-curvature of Randers spaces2011

    • Author(s)
      Shin-ichi Ohta
    • Journal Title

      Differential Geom.Appl. Vol.29

      Pages: 174-178

    • NAID

      120002970862

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Vanishing S-curvature of Randers spaces2011

    • Author(s)
      Shin-ichi Ohta
    • Journal Title

      Differential Geom.Appl.

      Volume: 29 Pages: 174-178

    • NAID

      120002970862

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 確率測度の空間の幾何学2011

    • Author(s)
      太田慎一
    • Journal Title

      数学

      Volume: 63 Pages: 21-42

    • NAID

      10029101805

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Optimal transport and Ricci curvature in Finsler geometry2010

    • Author(s)
      Shin-ichi Ohta
    • Journal Title

      Adv.Stud.Pure Math.

      Volume: 57 Pages: 323-342

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Karl-Theodor Sturm, Heat flow on Finsler manifolds2009

    • Author(s)
      Shin-ichi Ohta
    • Journal Title

      Comm.Pure Appl.Math. Vol.62

      Pages: 1386-1433

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Finsler interpolation inequalities2009

    • Author(s)
      Shin-ichi Ohta
    • Journal Title

      Calc.Var.Partial Differential Equations Vol.36

      Pages: 211-249

    • NAID

      120001682347

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Uniform convexity and smoothness, and their applications in Finsler geometry2009

    • Author(s)
      Shin-ichi Ohta
    • Journal Title

      Math.Ann. Vol.343

      Pages: 669-699

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Gradient flows on Wasserstein spaces over compact Alexandrov spaces2009

    • Author(s)
      Shin-ichi Ohta
    • Journal Title

      Amer.J.Math. Vol.131

      Pages: 475-516

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Markov type of Alexandrov spaces of nonnegative curvature2009

    • Author(s)
      Shin-ichi Ohta
    • Journal Title

      Mathematika Vol.55

      Pages: 177-189

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Markov type of Alexandrov spaces of nonnegative curvature2009

    • Author(s)
      Shin-ichi Ohta
    • Journal Title

      Mathematika 55

      Pages: 177-189

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Finsler interpolation inequalities2009

    • Author(s)
      Shin-ichi Ohta
    • Journal Title

      Calc.Var.Partial Differential Equations 36

      Pages: 211-249

    • NAID

      120001682347

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Heat flow on Finsler manifolds2009

    • Author(s)
      Shin-ichi Ohta, Karl-T.Sturm
    • Journal Title

      Comm.Pure Appl.Math. 62

      Pages: 1386-1433

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Gradient flows on Wasserstein spaces over compact Alexandrov spaces2009

    • Author(s)
      Shin-ichi Ohta
    • Journal Title

      American Journal of Mathematics 131

      Pages: 475-516

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Extending Lipschitz and Holder maps between metric spaces2009

    • Author(s)
      Shin-ichi Ohta
    • Journal Title

      Positivity 13

      Pages: 407-425

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Uniform convexity and smoothness, and their applications in Finsler geometry2009

    • Author(s)
      Shin-ichi Ohta
    • Journal Title

      Mathematische Annalen 343

      Pages: 669-699

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Presentation] ミンコフスキ空間の熱流の非収縮性2011

    • Author(s)
      太田慎一
    • Organizer
      日本数学会2011年度年会
    • Place of Presentation
      早稲田大学(一般講演)
    • Year and Date
      2011-03-22
    • Related Report
      2010 Final Research Report
  • [Presentation] ミンコフスキ空間の熱流の非収縮性2011

    • Author(s)
      太田慎一
    • Organizer
      フラクタルの数学的諸相
    • Place of Presentation
      加賀(招待講演)
    • Year and Date
      2011-02-22
    • Related Report
      2010 Annual Research Report
  • [Presentation] ミンコフスキ空間の熱流の非収縮性2011

    • Author(s)
      太田慎一
    • Organizer
      リーマン幾何と幾何解析
    • Place of Presentation
      筑波大学(招待講演)
    • Year and Date
      2011-02-18
    • Related Report
      2010 Annual Research Report
  • [Presentation] Non-contraction of heat flow on Minkowski spaces2010

    • Author(s)
      Shin-ichi Ohta
    • Organizer
      ERC Workshop on Optimal Transportation and Applications
    • Place of Presentation
      ピサ(イタリア)
    • Year and Date
      2010-10-12
    • Related Report
      2010 Final Research Report
  • [Presentation] Non contraction of heat flow on Minkowski spaces2010

    • Author(s)
      Shin-ichi Ohta
    • Organizer
      ERC Workshop on Optimal Transportation and Applications
    • Place of Presentation
      Pisa, Italy(招待講演)
    • Year and Date
      2010-10-12
    • Related Report
      2010 Annual Research Report
  • [Presentation] Displacement convexity of generalized relative entropies2010

    • Author(s)
      Shin-ichi Ohta
    • Organizer
      34th Conference on Stochastic Processes and Their Applications
    • Place of Presentation
      大阪
    • Year and Date
      2010-09-07
    • Related Report
      2010 Final Research Report
  • [Presentation] Displacement convexity of generalized relative entropies2010

    • Author(s)
      Shin-ichi Ohta
    • Organizer
      34^<th> Conference on Stochastic Processes and Their Applications
    • Place of Presentation
      大阪(招待講演)
    • Year and Date
      2010-09-07
    • Related Report
      2010 Annual Research Report
  • [Presentation] Weighted Ricci curvature and heat flow on Finsler manifolds2009

    • Author(s)
      Shin-ichi Ohta
    • Organizer
      Workshop on Riemannian and Non-Riemannian Geometry
    • Place of Presentation
      Indianapolis(アメリカ合衆国)
    • Year and Date
      2009-08-08
    • Related Report
      2010 Final Research Report
  • [Presentation] Weighted Ricci curvature and heat flow on Finsler manifolds2009

    • Author(s)
      Shin-ichi Ohta
    • Organizer
      Workshop on Riemannian and Non-Riemannian Geometry
    • Place of Presentation
      Indianapolis, USA
    • Year and Date
      2009-08-08
    • Related Report
      2009 Annual Research Report
  • [Presentation] Weighted Ricci curvature of Finsler manifolds2009

    • Author(s)
      Shin-ichi Ohta
    • Organizer
      Workshop on Finsler Geometry and its Applications
    • Place of Presentation
      Debrecen(ハンガリー)
    • Year and Date
      2009-05-26
    • Related Report
      2010 Final Research Report
  • [Presentation] Weighted Ricci curvature of Finsler manifolds2009

    • Author(s)
      Shin-ichi Ohta
    • Organizer
      Workshop on Finsler Geometry and its Applications
    • Place of Presentation
      Debrecen, Hungary
    • Year and Date
      2009-05-26
    • Related Report
      2009 Annual Research Report
  • [Presentation] Ricci curvature, entropy and optimal transport2009

    • Author(s)
      Shin-ichi Ohta
    • Organizer
      Optimal Transportation : Theory and Applications
    • Place of Presentation
      Grenoble(フランス)
    • Related Report
      2010 Final Research Report
  • [Presentation] Ricci curvature, entropy and optimal transport2009

    • Author(s)
      Shin-ichi Ohta
    • Organizer
      Optimal Transportation : Theory and Applications
    • Place of Presentation
      Grenoble, France
    • Related Report
      2009 Annual Research Report
  • [Presentation] フィンスラー多様体のリッチ曲率と最適輸送理論2008

    • Author(s)
      太田慎一
    • Organizer
      第43回フィンスラー幾何学シンポジウム
    • Place of Presentation
      宇都宮
    • Year and Date
      2008-11-06
    • Related Report
      2010 Final Research Report
  • [Presentation] 確率測度の空間の幾何学2008

    • Author(s)
      太田慎一
    • Organizer
      日本数学会2008年度秋季総合分科会
    • Place of Presentation
      東京工業大学(特別講演)
    • Year and Date
      2008-09-26
    • Related Report
      2010 Final Research Report
  • [Presentation] 確率測度の空間の幾何学2008

    • Author(s)
      太田慎一
    • Organizer
      日本数学会秋季総合分科会
    • Place of Presentation
      東京工業大学
    • Year and Date
      2008-09-26
    • Related Report
      2008 Annual Research Report
  • [Presentation] フィンスラー多様体のリッチ曲率と曲率次元条件2008

    • Author(s)
      太田慎一
    • Organizer
      第55回幾何学シンポジウム
    • Place of Presentation
      弘前大学
    • Year and Date
      2008-08-23
    • Related Report
      2010 Final Research Report 2008 Annual Research Report
  • [Presentation] Optimal transport and Ricci curvature in Finsler geometry2008

    • Author(s)
      Shin-ichi Ohta
    • Organizer
      The 1st MSJ-SI : Probabilistic Approach to Geometry
    • Place of Presentation
      京都大学
    • Year and Date
      2008-07-29
    • Related Report
      2010 Final Research Report
  • [Presentation] Optimal transport and Ricci curvature in Finsler geometry2008

    • Author(s)
      Shin-ichi Ohta
    • Organizer
      The 1st MSJ-SI "Probabilistic Approach in Geometry"
    • Place of Presentation
      京都大学
    • Year and Date
      2008-07-29
    • Related Report
      2008 Annual Research Report
  • [Remarks] ホームページ等

    • URL

      http://www.math.kyoto-u.ac.jp/~sohta/

    • Related Report
      2010 Final Research Report
  • [Remarks]

    • URL

      http://www.math.kyoto-u.ac.jp/~sohta/

    • Related Report
      2010 Annual Research Report
  • [Remarks]

    • URL

      http://www.math.kyoto-u.ac.jp/`sohta/

    • Related Report
      2009 Annual Research Report

URL: 

Published: 2008-04-01   Modified: 2016-04-21  

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