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Study of interpolation error analysis for finite element methods

Research Project

Project/Area Number 26400201
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Foundations of mathematics/Applied mathematics
Research InstitutionEhime University

Principal Investigator

Tsuchiya Takuya  愛媛大学, 理工学研究科(理学系), 教授 (00163832)

Co-Investigator(Kenkyū-buntansha) 小林 健太  一橋大学, 大学院商学研究科, 准教授 (60432902)
鈴木 貴  大阪大学, 基礎工学研究科, 教授 (40114516)
Project Period (FY) 2014-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥3,900,000 (Direct Cost: ¥3,000,000、Indirect Cost: ¥900,000)
Fiscal Year 2016: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2015: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2014: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Keywords誤差解析 / 関数補間 / 有限要素法 / 外接半径 / Lagrage補間 / (射影)外接半径 / Crouzeix-Raviart補間 / 曲面の面積 / Lagrange補間 / 差分商 / 外接半径条件 / 最小・最大角条件
Outline of Final Research Achievements

In this study, we have considered the error analysis of Lagrange interpolation on triangles and tetrahedrons (hereafter, we call them "elements"). Usually, the error analysis of Lagrange interpolation is done under the condition that elements are not so degenerate (or not so “flat”). We have found that essential factor of the error estimation is the (projected) circumradius of elements, and presented new error estimations expressed in terms of the (projected) circumradius and the diameter of elements.
According to the newly obtained error estimation, we can say that if the (projected) circumradius of elements converges to 0, the error of Lagrange interpolations also converges to 0, even if elements are become very flat. Therefore, if we use triangulations with such elements, finite element methods would provide reliable numerical solutions.
We believe that the newly obtained error estimation provide a new insights to finite element methods and numerical simulations.

Report

(4 results)
  • 2016 Annual Research Report   Final Research Report ( PDF )
  • 2015 Research-status Report
  • 2014 Research-status Report
  • Research Products

    (37 results)

All 2017 2016 2015 2014 Other

All Journal Article (8 results) (of which Int'l Joint Research: 1 results,  Peer Reviewed: 8 results,  Open Access: 2 results,  Acknowledgement Compliant: 4 results) Presentation (27 results) (of which Int'l Joint Research: 5 results,  Invited: 2 results) Remarks (2 results)

  • [Journal Article] Extending Babuska-Aziz's theorem to higher-order Lagrange interpolation2016

    • Author(s)
      K. Kobayashi, T. Tsuchiya
    • Journal Title

      Applications of Mathematics

      Volume: 61 Issue: 2 Pages: 121-133

    • DOI

      10.1007/s10492-016-0125-y

    • Related Report
      2016 Annual Research Report 2015 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] First and second Hadamard variational formulae of the Green function for general domain perturbations2016

    • Author(s)
      Takashi SUZUKI, Takuya TSUCHIYA
    • Journal Title

      Journal of Mathematical Society of Japan

      Volume: 68 Pages: 1389-1419

    • NAID

      130005433299

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] A recursive formula for the circumradius of the n-simplex2016

    • Author(s)
      Kenta Kobayashi
    • Journal Title

      Forum Geometricorum

      Volume: 16 Pages: 179-184

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A priori error estimates for Lagrange interpolation on triangles2015

    • Author(s)
      Kenta Kobayashi, Takuya Tsuchiya
    • Journal Title

      Applications of Mathematics

      Volume: 60 Issue: 5 Pages: 485-499

    • DOI

      10.1007/s10492-015-0108-4

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] A note on convergence and a posteriori error estimate of the classical Jacobi method2015

    • Author(s)
      Takuya Tsuchiya, Kensuke Aishima
    • Journal Title

      Nonlinear Theory and its Applications

      Volume: 6

    • NAID

      130005085580

    • Related Report
      2015 Research-status Report 2014 Research-status Report
    • Peer Reviewed
  • [Journal Article] On the circumradius condition for piecewise linear triangular elements2015

    • Author(s)
      K. Kobayashi, T. Tsuchiya
    • Journal Title

      Japan Journal of Industrial and Applied Mathematics

      Volume: 32 Issue: 1 Pages: 65-76

    • DOI

      10.1007/s13160-014-0161-5

    • NAID

      210000169112

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] First and Second Hadamard Variational Formulae of the Green Function for General Domain Perturbations2015

    • Author(s)
      Takashi Suzuki, Takuya Tsuchiya
    • Journal Title

      Journal of the Mathematical Society of Japan

      Volume: -

    • NAID

      130005433299

    • Related Report
      2014 Research-status Report
    • Peer Reviewed
  • [Journal Article] Finite element approximation of conformal mappings to unbounded Jordan domains2014

    • Author(s)
      T. Tsuchiya
    • Journal Title

      Numerical Functional Analysis and Optimization

      Volume: 35 Issue: 10 Pages: 1382-1397

    • DOI

      10.1080/01630563.2013.837482

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Presentation] Approximating surface area by interpolations on triangulations2017

    • Author(s)
      小林健太、土屋卓也
    • Organizer
      日本数学会2017年度 年会
    • Place of Presentation
      首都大学東京 南大沢キャンパス(東京都八王子市)
    • Year and Date
      2017-03-26
    • Related Report
      2016 Annual Research Report
  • [Presentation] Approximating surface area by interpolations on triangulations2017

    • Author(s)
      小林健太、土屋卓也
    • Organizer
      日本応用数理学会 第13回 研究部会連合発表会
    • Place of Presentation
      電気通信大学(東京都調布市)
    • Year and Date
      2017-03-06
    • Related Report
      2016 Annual Research Report
  • [Presentation] Error analysis of Lagrange interpolation on tetrahedrons2017

    • Author(s)
      Kenta Kobayashi
    • Organizer
      Australia New Zealand Industrial and Applied Mathematics 53th Annual Conference (ANZIAM 2017)
    • Place of Presentation
      The Adelaide Hills Convention Centre, Hahndorf, Australia
    • Year and Date
      2017-02-17
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Error analysis of Lagrange interpolation on tetrahedrons2016

    • Author(s)
      小林健太, 土屋卓也
    • Organizer
      研究集会:現象解明に向けた数値解析学の新展開II
    • Place of Presentation
      京都大学数理解析研究所(京都府京都市)
    • Year and Date
      2016-10-20
    • Related Report
      2016 Annual Research Report
  • [Presentation] Error Analysis of Lagrange Interpolation on Tetrahedrons2016

    • Author(s)
      Kenta Kobayashi, Takuya Tsuchiya
    • Organizer
      SCAN2016
    • Place of Presentation
      Uppsala University, Uppsala, Sweden
    • Year and Date
      2016-09-28
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Error Analysis of Lagrange Interpolation on Tetrahedrons2016

    • Author(s)
      小林健太、土屋卓也
    • Organizer
      日本数学会 秋季総合分科会
    • Place of Presentation
      関西大学千里山キャンパス(大阪府吹田市)
    • Year and Date
      2016-09-18
    • Related Report
      2016 Annual Research Report
  • [Presentation] Error analysis of Lagrange interpolation on tetrahedrons2016

    • Author(s)
      小林健太, 土屋卓也
    • Organizer
      日本応用数理学会2016年度年会
    • Place of Presentation
      北九州国際会議場(福岡県北九州市)
    • Year and Date
      2016-09-13
    • Related Report
      2016 Annual Research Report
  • [Presentation] The circumradius condition and its application2016

    • Author(s)
      Kenta Kobayashi
    • Organizer
      Numerical Computations: Theory and Algorithms (NUMTA2016)
    • Place of Presentation
      Club Med Resort "Napitia", Calabria, Italy
    • Year and Date
      2016-06-23
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Error Analysis of Lagrange Interpolation on Tetrahedrons2016

    • Author(s)
      小林健太、土屋卓也
    • Organizer
      第45回 数値解析シンポジウム
    • Place of Presentation
      霧島温泉郷 霧島ホテル(鹿児島県霧島市)
    • Year and Date
      2016-06-09
    • Related Report
      2016 Annual Research Report
  • [Presentation] 四面体上のLagrange補間の誤差評価について2016

    • Author(s)
      小林健太、土屋卓也
    • Organizer
      第21回 計算工学講演会
    • Place of Presentation
      朱鷺メッセ 新潟コンベンションセンター(新潟県新潟市)
    • Year and Date
      2016-05-31
    • Related Report
      2016 Annual Research Report
  • [Presentation] A Ritz type algorithm of adaptive mesh refinement for the Poisson equations2016

    • Author(s)
      Aymeric Grodet, 土屋卓也
    • Organizer
      日本応用数理学会研究部会連合発表会
    • Place of Presentation
      神戸学院大学ポートアイランドキャンパス(兵庫県神戸市)
    • Year and Date
      2016-03-04
    • Related Report
      2015 Research-status Report
  • [Presentation] 三角形および四面体上のLagrange補間の誤差評価について2016

    • Author(s)
      土屋卓也
    • Organizer
      解析と幾何セミナー
    • Place of Presentation
      東北大学青葉山キャンパス(宮城県仙台市)
    • Year and Date
      2016-02-19
    • Related Report
      2015 Research-status Report
  • [Presentation] A priori error estimates of the Lagrange interpolation on triangles and tetrahedrons2016

    • Author(s)
      Kenta KOBAYASHI, Takuya TSUCHIYA
    • Organizer
      Workshop on Numerical Methods of Nonlinear Problems
    • Place of Presentation
      Tsinghua Sanya International Mathematics Forum, Sanya, P.R. China
    • Year and Date
      2016-01-14
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Babu\v{s}ka-Azizの定理の拡張について2016

    • Author(s)
      小林健太、土屋卓也
    • Organizer
      第19回環瀬戸内応用数理研究部会シンポジウム
    • Place of Presentation
      大分県日田市天瀬公民館
    • Year and Date
      2016-01-08
    • Related Report
      2015 Research-status Report
  • [Presentation] ラプラシアンのGreen関数のHadamard変分2015

    • Author(s)
      土屋卓也
    • Organizer
      数学協働プログラム 工学と現代数学の接点を求めて(1)
    • Place of Presentation
      大阪大学基礎工学研究科(大阪府豊中市)
    • Year and Date
      2015-12-22
    • Related Report
      2015 Research-status Report
  • [Presentation] Babu\v{s}ka-Azizの定理の拡張について2015

    • Author(s)
      小林健太、土屋卓也
    • Organizer
      応用数学合同研究集会
    • Place of Presentation
      龍谷大学瀬田キャンパス(滋賀県大津市)
    • Year and Date
      2015-12-17
    • Related Report
      2015 Research-status Report
  • [Presentation] Error Estimates for Lagrange Interpolation on Triangles2015

    • Author(s)
      Kenta KOBAYASHI, Takuya TSUCHIYA
    • Organizer
      Applications of Mathematics 2015
    • Place of Presentation
      Czech Academy of Sciences, Prague, Czech Republic
    • Year and Date
      2015-11-22
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] 三角形・四面体上のLagrange補間の誤差評価について2015

    • Author(s)
      土屋卓也
    • Organizer
      京都大学応用数学セミナー
    • Place of Presentation
      京都大学理学部(京都府京都市)
    • Year and Date
      2015-10-27
    • Related Report
      2015 Research-status Report
  • [Presentation] Babu\v{s}ka-Azizの定理の高次Lagrange補間への拡張2015

    • Author(s)
      小林健太、土屋卓也
    • Organizer
      第44回数値解析シンポジウム
    • Place of Presentation
      山梨県甲州市 「ぶどうの丘」
    • Year and Date
      2015-06-10
    • Related Report
      2015 Research-status Report
  • [Presentation] On the convergence of the classical Jacobi method2015

    • Author(s)
      土屋卓也
    • Organizer
      シンポジウム「精度保証付き数値計算の最近の展開」
    • Place of Presentation
      北九州市国際会議場(福岡県北九州市)
    • Year and Date
      2015-03-09
    • Related Report
      2014 Research-status Report
  • [Presentation] 三角形要素上の関数補間とその誤差について2015

    • Author(s)
      小林健太、土屋卓也
    • Organizer
      日本応用数理学会 2015年研究部会連合発表会
    • Place of Presentation
      明治大学中野キャンパス(東京都中野区)
    • Year and Date
      2015-03-07
    • Related Report
      2014 Research-status Report
  • [Presentation] Error Estimations of Interpolations on Triangular Elements2014

    • Author(s)
      Kenta Kobayashi,Takuya Tsuchiya
    • Organizer
      SCAN2014
    • Place of Presentation
      University of Wurzburg, Germany
    • Year and Date
      2014-09-23
    • Related Report
      2014 Research-status Report
  • [Presentation] 三角形要素上のLagrange補間の誤差について2014

    • Author(s)
      小林健太、土屋卓也
    • Organizer
      第3回岐阜数理科学研究会
    • Place of Presentation
      飛騨高山まちの博物館(岐阜県高山市)
    • Year and Date
      2014-09-07
    • Related Report
      2014 Research-status Report
    • Invited
  • [Presentation] 三角形要素上のLagrange補間の誤差について2014

    • Author(s)
      小林健太、土屋卓也
    • Organizer
      応用数理学会2014年度年会
    • Place of Presentation
      政策研究大学院大学(東京都港区)
    • Year and Date
      2014-09-05
    • Related Report
      2014 Research-status Report
  • [Presentation] Error estimates for Lagrange interpolations on triangles2014

    • Author(s)
      Kenta Kobayashi,Takuya Tsuchiya
    • Organizer
      The 5th China-Japan-Korea Conference on Numerical Mathematics
    • Place of Presentation
      Ningxia University, Yinchuan, China
    • Year and Date
      2014-08-26
    • Related Report
      2014 Research-status Report
    • Invited
  • [Presentation] An efficient algorithm for the Euclidean Steiner tree problem in D-space2014

    • Author(s)
      Aymeric Grodet, Takuya Tsuchiya
    • Organizer
      East Asia SIAM conference
    • Place of Presentation
      Ambassador City Jomtien, Pattaya, Thailand
    • Year and Date
      2014-06-24
    • Related Report
      2014 Research-status Report
  • [Presentation] 三角形要素上のLagrange補間の誤差について2014

    • Author(s)
      小林健太、土屋卓也
    • Organizer
      第43回数値解析シンポジウム
    • Place of Presentation
      ホテル日航八重山(沖縄県石垣市)
    • Year and Date
      2014-06-11
    • Related Report
      2014 Research-status Report
  • [Remarks] Error Analysis of Lagrange Interpolation

    • URL

      http://daisy.math.sci.ehime-u.ac.jp/users/tsuchiya/eng/Lagrange/index.html

    • Related Report
      2016 Annual Research Report 2015 Research-status Report
  • [Remarks] 最近の論文より

    • URL

      http://daisy.math.sci.ehime-u.ac.jp/users/tsuchiya/math/recent_papers/index.html

    • Related Report
      2014 Research-status Report

URL: 

Published: 2014-04-04   Modified: 2018-03-22  

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