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Proposal of new algorithms for the electronic structure calculation based on the reduced-density-matrix method

Research Project

Project/Area Number 21700008
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeSingle-year Grants
Research Field Fundamental theory of informatics
Research InstitutionTokyo Institute of Technology

Principal Investigator

FUKUDA Mituhiro  東京工業大学, 大学院・情報理工学研究科, 准教授 (80334548)

Project Period (FY) 2009 – 2011
Project Status Completed (Fiscal Year 2011)
Budget Amount *help
¥2,860,000 (Direct Cost: ¥2,200,000、Indirect Cost: ¥660,000)
Fiscal Year 2011: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2010: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2009: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Keywords情報数理 / 量子化学 / 電子構造計算 / 縮約密度行列法 / 半正定値計画問題 / 主双対内点法 / 大規模最適化問題 / 加速勾配法 / 凸計画問題 / 並列計算 / 1次法 / 最適化 / 凸最適化問題 / 縮約密度行列 / 数理計画法
Research Abstract

One of the most basic problems in quantum chemistry is the electronic structure calculation problem. Using the reduced-density-matrix method, we can obtain an approximate solution solving a convex problem called semidefinite programming problem. This approach is known to be very attractive both in theoretical and numerical aspects. However, its computational time is extremely slow compared to the usual methods and it cannot be used to large-scale problems. We succeed to solve the large-scale semidefinite programming problem with high accuracy using a parallel primal-dual interior-point method. This problem is considered one of the largest semidefinite programming problems solved so far.

Report

(4 results)
  • 2011 Annual Research Report   Final Research Report ( PDF )
  • 2010 Annual Research Report
  • 2009 Annual Research Report
  • Research Products

    (11 results)

All 2011 2010 Other

All Journal Article (2 results) (of which Peer Reviewed: 2 results) Presentation (9 results)

  • [Journal Article] Variational approach for the electronic structure calculationon the second-order reduced density matrices and the N-representability problem

    • Author(s)
      Mituhiro Fukuda, Maho Nakata, and Katsuki Fujisawa
    • Journal Title

      Lecture Notes Series, Institute for Mathematical Sciences, National University of Singapore

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Variational approach for the electronic structure calculation on the second-order reduced density matrices and the N-representability problem

    • Author(s)
      Mituhiro Fukuda, Maho Nakata, Katsuki Fujisawa
    • Journal Title

      Lecture Notes Series, Institute for Mathematical Sciences, National University of Singapore

      Volume: (掲載確定)

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Presentation] Applications of optimization techniques in quantum chemistry2011

    • Author(s)
      Mituhiro Fukuda, Maho Nakata, and Katsuki Fujisawa
    • Organizer
      INFORMS Annual Meeting 2011
    • Place of Presentation
      Charlotte NC, USA
    • Year and Date
      2011-11-16
    • Related Report
      2011 Annual Research Report 2011 Final Research Report
  • [Presentation] SDP approximation for the electronic structures of atoms and molecules2011

    • Author(s)
      Mituhiro Fukuda, Maho Nakata, and Katsuki Fujisawa
    • Organizer
      SIAM Conference on Optimization
    • Place of Presentation
      Darmstadt, Germany
    • Year and Date
      2011-05-18
    • Related Report
      2011 Annual Research Report 2011 Final Research Report
  • [Presentation] On the relation between the N-representability conditionsin quantum chemistry with the valid inequalities for the cut polytope2010

    • Author(s)
      Mituhiro Fukuda
    • Organizer
      Parallel Computing and SDP Workshop
    • Place of Presentation
      Berlin, Germany
    • Year and Date
      2010-12-01
    • Related Report
      2011 Final Research Report
  • [Presentation] On the relation between the N-representability conditions in quantum chemistry with the valid inequalities for the cut polytope2010

    • Author(s)
      Mituhiro Fukuda
    • Organizer
      Parallel Computing and SDP Workshop
    • Place of Presentation
      Berlin, Germany
    • Year and Date
      2010-12-01
    • Related Report
      2010 Annual Research Report
  • [Presentation] Solving large-scale semidefinite programs from quantum chemistry2010

    • Author(s)
      Mituhiro Fukuda, Maho Nakata, and Katsuki Fujisawa
    • Organizer
      International Conference on Continuous Optimization(ICCOPT 2010)
    • Place of Presentation
      Santiago, Chile
    • Year and Date
      2010-07-26
    • Related Report
      2011 Final Research Report
  • [Presentation] Solving large-scale semidefinite programs from quantum chemistry2010

    • Author(s)
      Mituhiro Fukuda, Maho Nakata, Katsuki Fujisawa
    • Organizer
      International Conference on Continuous Optimization (ICCOPT 2010)
    • Place of Presentation
      Santigo, Chile
    • Year and Date
      2010-07-26
    • Related Report
      2010 Annual Research Report
  • [Presentation] Applying optimization techniques in computational chemistry2010

    • Author(s)
      Mituhiro Fukuda, Maho Nakata, and Katsuki Fujisawa
    • Organizer
      Workshop on Nonlinear Optimization, Variational Inequality and Equilibrium Problems
    • Place of Presentation
      Erice, Sicily, Italy
    • Year and Date
      2010-07-09
    • Related Report
      2011 Final Research Report 2010 Annual Research Report
  • [Presentation] Electronic structure calculations using N-representability conditions on second-order reduced density matrices2010

    • Author(s)
      Mituhiro Fukuda
    • Organizer
      Informal Workshop on Complex Quantum Information
    • Place of Presentation
      National University of Singapore
    • Year and Date
      2010-03-02
    • Related Report
      2011 Final Research Report 2009 Annual Research Report
  • [Presentation] Solving large-scale semidefinite programs for the variational calculation of second-order reduced density matrices in fermionic system2010

    • Author(s)
      Mituhiro Fukuda
    • Organizer
      Workshop on the Theory of Large Coulomb System
    • Place of Presentation
      National University of Singapore
    • Year and Date
      2010-02-18
    • Related Report
      2011 Final Research Report 2009 Annual Research Report

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Published: 2009-04-01   Modified: 2016-04-21  

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