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Research on the spectrum of Perron-Frobenius operator and pseudo random number associated with higher dimensional dynamical system

Research Project

Project/Area Number 20540139
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field General mathematics (including Probability theory/Statistical mathematics)
Research InstitutionNihon University

Principal Investigator

MORI Makoto  日本大学, 文理学部, 教授 (60092532)

Co-Investigator(Kenkyū-buntansha) 福田 拓生  日本大学, 文理学部, 教授 (00009599)
Project Period (FY) 2008 – 2012
Project Status Completed (Fiscal Year 2012)
Budget Amount *help
¥4,030,000 (Direct Cost: ¥3,100,000、Indirect Cost: ¥930,000)
Fiscal Year 2012: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
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: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2008: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Keywords確率論 / エルゴード理論 / 疑似乱数 / エルゴート / 議事乱数 / スペクトル / 力学系 / ペロンフロベニウス作用素 / エルゴード / スペクトル半径 / 混合生 / 力学的ζ関数 / pseudo tandom number / ergodic theory / Perron-Frobenius operator / low discrepancy sequence
Research Abstract

In 1-dimensional cases, the essential spectrum radius of thePerron-Frobenius operator takes its minimum value, and it is easy to calculate it.However, in higher dimensional cases, it is important to consider the cases when its unessential spectrum radius takes its minimum value, and it is not easy to construct dynamical systems for which the essential spectrum radius attains its minimum value. We construct such a dynamical system which has no eigenvalue except 1 by using algebraic method. From this dynamical system, we construct low discrepancy sequences in any dimension. This makes a new progression to computer science such as simulation and numerical integral in stochastic integrals. On the other hand, this research suggests the difficulty of constructing dynamical system which has minimal essential spectrum radius, and the difficulty of constructing “good” random numbers in higher dimensional cases.

Report

(7 results)
  • 2012 Annual Research Report   Final Research Report ( PDF )
  • 2011 Annual Research Report
  • 2010 Annual Research Report   Self-evaluation Report ( PDF )
  • 2009 Annual Research Report
  • 2008 Annual Research Report
  • Research Products

    (53 results)

All 2012 2011 2010 2009 2008 Other

All Journal Article (13 results) (of which Peer Reviewed: 12 results) Presentation (32 results) (of which Invited: 3 results) Book (4 results) Remarks (4 results)

  • [Journal Article] Dynamical system generated by algebraic method and low discrepancy sequences2012

    • Author(s)
      Masaki Mori and Makoto Mori
    • Journal Title

      Monte Carlo Methods and Applications

      Volume: vol.18 no4 Pages: 327-351

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] New Construction of Two Dimensional Low Discrepancy Sequences (with Masaki Mori)2012

    • Author(s)
      Masaki Mori and Makoto Mori
    • Journal Title

      Proceedings of the Institute of Natural Sciences, Nihon University

      Volume: 47 Pages: 449-462

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] New Construction of Two Dimensional Low Discrepancy Sequences2012

    • Author(s)
      Makoto Mori and Masaki Mori
    • Journal Title

      Proceedings of the Institute of Natural Sciences, Nihon University

      Volume: 47

    • NAID

      40019303077

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Dynamical system generated by algebraic method and low discrepancy sequences2012

    • Author(s)
      Makoto Mori and Masaki Mori
    • Journal Title

      Monte Carlo Methods and Applications

      Volume: 18 Pages: 327-351

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Low discrepancy sequences2009

    • Author(s)
      Makoto Mori
    • Journal Title

      数理解析研究所講究録

      Volume: 1620 Pages: 204-210

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Low discrepancy sequences2009

    • Author(s)
      Makoto Mori
    • Journal Title

      数理解析研究所講究録 1620

      Pages: 204-210

    • Related Report
      2010 Self-evaluation Report
    • Peer Reviewed
  • [Journal Article] On random numbers generated by Dynamical systems2009

    • Author(s)
      Makoto Mori
    • Journal Title

      Actes des rencontres du CIRM 1

      Pages: 49-53

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Low discrepancy sequences2009

    • Author(s)
      森真
    • Journal Title

      数理解析研究所講究録 1620

      Pages: 204-210

    • Related Report
      2008 Annual Research Report
  • [Journal Article] Spectra of Perron-Frobenius operator and new construction of two dimensional low discrepancy sequences2008

    • Author(s)
      Makoto Mori
    • Journal Title

      Monte Carlo Methods and Applications, col.

      Volume: 14 Pages: 53-74

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Spectra of Perron-Frobenius operator and new construction of two dimensional low discrepancy sequences2008

    • Author(s)
      Makoto Mori
    • Journal Title

      Monte Carlo Methods and Applications vol.14

      Pages: 53-74

    • Related Report
      2010 Self-evaluation Report
    • Peer Reviewed
  • [Journal Article] Spectra of Perron-Frobenius operator and new construction of two dimensional low discrepancy sequences2008

    • Author(s)
      Makoto Mori
    • Journal Title

      Monte Carlo Methods and Applications 14

      Pages: 53-74

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] New Construction of two dimensional Low Discrepancy Sequences

    • Author(s)
      Masaki Mori, Makoto Mori
    • Journal Title

      Proceedings of the Institute of Natural Sciences, Nihon University

      Volume: (accepted)

    • NAID

      40019303077

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] New Constructiion of two dimensional Low Discrepancy Sequences}

    • Author(s)
      Makoto Mori, Masaki Mori
    • Journal Title

      Proceeding of Lorentz Center, Leiden, Holland 投稿中

    • Related Report
      2010 Self-evaluation Report
    • Peer Reviewed
  • [Presentation] On asymptotic behavior of families of functions on 1--dimensional dynamical system Information and Randomness2012

    • Author(s)
      Makoto Mori
    • Place of Presentation
      Puerto Varas, Chile
    • Year and Date
      2012-12-11
    • Related Report
      2012 Final Research Report
  • [Presentation] 力学系のエルゴード性と疑似乱数,函数解析学による一般化エントロピーの新展開2012

    • Author(s)
      森真
    • Place of Presentation
      京都大学数理解析研究所
    • Year and Date
      2012-11-14
    • Related Report
      2012 Final Research Report
  • [Presentation] A relation between ergodic theory and random numbers2012

    • Author(s)
      Makoto Mori
    • Organizer
      Workshop for Quasi--Monte Carlo and Pseudo random number generation
    • Place of Presentation
      University of Tokyo
    • Year and Date
      2012-06-12
    • Related Report
      2012 Final Research Report
  • [Presentation] higher dimensional random sequence and dynamical system with fractal structure2012

    • Author(s)
      Makoto Mori
    • Organizer
      Dynamics of Complex Systems 2012
    • Place of Presentation
      北海道大学(招待講演)
    • Year and Date
      2012-03-08
    • Related Report
      2011 Annual Research Report
  • [Presentation] Spectra of Dynamical system and random numbers2012

    • Author(s)
      Makoto Mori
    • Organizer
      Seminar at IMCA
    • Place of Presentation
      Lima, Peru
    • Year and Date
      2012-02-01
    • Related Report
      2011 Annual Research Report
  • [Presentation] Dynamical system with fractal structure and low discrepancy sequences(with Masaki Mori)2011

    • Author(s)
      Makoto Mori
    • Place of Presentation
      Beijing University
    • Year and Date
      2011-12-28
    • Related Report
      2012 Final Research Report
  • [Presentation] Dynamical system with fractal structure and low discrepancy sequences2011

    • Author(s)
      Makoto Mori
    • Organizer
      Workshop on fractals and Dynamical systems
    • Place of Presentation
      Beijing(招待講演)
    • Year and Date
      2011-12-28
    • Related Report
      2011 Annual Research Report
  • [Presentation] 有限体から作る力学系について(with森真樹)2011

    • Author(s)
      森真
    • Organizer
      日本数学会
    • Place of Presentation
      早稲田大学
    • Year and Date
      2011-03-20
    • Related Report
      2012 Final Research Report
  • [Presentation] 有限体から作る力学系について2011

    • Author(s)
      森真, 森真樹
    • Organizer
      日本数学会
    • Place of Presentation
      早稲田大学
    • Year and Date
      2011-03-20
    • Related Report
      2010 Self-evaluation Report
  • [Presentation] 高次元の疑似乱数の新しい構成(with森真樹)2011

    • Author(s)
      森真
    • Organizer
      Dynamics of Complex Systems
    • Place of Presentation
      北海道大学
    • Year and Date
      2011-03-07
    • Related Report
      2012 Final Research Report
  • [Presentation] 高次元の疑似乱数の新しい構成2011

    • Author(s)
      森真, 森真樹
    • Organizer
      Dynamics of Complex Systems
    • Place of Presentation
      北海道大学
    • Year and Date
      2011-03-07
    • Related Report
      2010 Self-evaluation Report
  • [Presentation] Dynamical systems generated by algebraic methodand low discrepancy sequences(with Masaki Mori)}2010

    • Author(s)
      Makoto Mori
    • Organizer
      Information and Randomness, 2010
    • Place of Presentation
      Pucon, Chlle
    • Year and Date
      2010-12-11
    • Related Report
      2012 Final Research Report
  • [Presentation] Dynamical systems generated by algebraic method and low discrepancy sequences2010

    • Author(s)
      森真
    • Organizer
      Information and Randomness 2010
    • Place of Presentation
      Pucon, Chile
    • Year and Date
      2010-12-11
    • Related Report
      2010 Self-evaluation Report
  • [Presentation] Random numbers generated byDynamical system2010

    • Author(s)
      Makoto Mori
    • Organizer
      Colloquium in Rouen
    • Place of Presentation
      Rouen University
    • Year and Date
      2010-01-28
    • Related Report
      2012 Final Research Report
  • [Presentation] Random numbers generated by Dynamical system2010

    • Author(s)
      森真
    • Organizer
      Colloquium in Rouen
    • Place of Presentation
      Rouen University
    • Year and Date
      2010-01-28
    • Related Report
      2010 Self-evaluation Report
  • [Presentation] Random numbers generated by Dynamical system2010

    • Author(s)
      森真
    • Organizer
      Colloquium in Rouen
    • Place of Presentation
      Rouen, France
    • Year and Date
      2010-01-28
    • Related Report
      2009 Annual Research Report
  • [Presentation] 力学系と疑似乱数,計算による数理科学の展開2010

    • Author(s)
      森真
    • Place of Presentation
      神戸大学
    • Year and Date
      2010-01-08
    • Related Report
      2012 Final Research Report
  • [Presentation] 力学系と疑似乱数2010

    • Organizer
      計算による数理科学の展開2010
    • Place of Presentation
      神戸大学
    • Year and Date
      2010-01-08
    • Related Report
      2010 Self-evaluation Report
  • [Presentation] 力学系と疑似乱数2010

    • Author(s)
      森真
    • Organizer
      計算による数理科学の展開
    • Place of Presentation
      神戸大学
    • Year and Date
      2010-01-08
    • Related Report
      2009 Annual Research Report
  • [Presentation] A strategy of constructing d-dimensional low discrepancy sequences2009

    • Author(s)
      Makoto Mori
    • Organizer
      Measurable and Topological Dynamical Systems in Asia
    • Place of Presentation
      Ajou University(韓国)
    • Year and Date
      2009-06-19
    • Related Report
      2012 Final Research Report 2010 Self-evaluation Report
  • [Presentation] A strategy of constructing d-dimensional low discrepancy sequences2009

    • Author(s)
      森真
    • Organizer
      Measurable and Topological Dynamical Systems in Asia
    • Place of Presentation
      Suwon, Korea
    • Year and Date
      2009-06-19
    • Related Report
      2009 Annual Research Report
  • [Presentation] Pseudo random sequences generated by dynamical systems2009

    • Author(s)
      森真
    • Organizer
      Numeration : Mathematics and Computer Science
    • Place of Presentation
      CIRM,(France)
    • Year and Date
      2009-03-24
    • Related Report
      2010 Self-evaluation Report
  • [Presentation] Pseudo random numbers and ergodic theory2008

    • Author(s)
      Makoto Mori
    • Organizer
      School of Information and Randomness 2008
    • Place of Presentation
      チリ大学
    • Year and Date
      2008-12-16
    • Related Report
      2012 Final Research Report 2010 Self-evaluation Report 2008 Annual Research Report
  • [Presentation] On random numbers generated by dynamical systems2008

    • Author(s)
      Makoto Mori
    • Organizer
      Conference on Fractal Geometry and Ergodic Theory
    • Place of Presentation
      北京科学技術大学
    • Year and Date
      2008-11-02
    • Related Report
      2012 Final Research Report 2010 Self-evaluation Report
  • [Presentation] Spectra of Perron-Frobenius operator and discrepancy of random numbers generated by dynamical system2008

    • Author(s)
      MakotoMori
    • Organizer
      Dynamics of complex systems 2008
    • Place of Presentation
      北海道大学
    • Year and Date
      2008-09-03
    • Related Report
      2012 Final Research Report
  • [Presentation] Spectra of Perron--Frobenius operator and discrepancy of random numbers generated by dynamical system2008

    • Author(s)
      森真
    • Organizer
      Dynamics of complex systems 2008
    • Place of Presentation
      北海道大学
    • Year and Date
      2008-09-03
    • Related Report
      2010 Self-evaluation Report
  • [Presentation] Low discrepancy sequences,確率数値解析に於ける諸問題の研究2008

    • Author(s)
      Makoto Mori
    • Place of Presentation
      京都大学数理解析研究所
    • Year and Date
      2008-07-08
    • Related Report
      2012 Final Research Report
  • [Presentation] 確率数値解析に於ける諸問題の研究2008

    • Author(s)
      森真
    • Organizer
      Low discrepancy sequences
    • Place of Presentation
      京都大学数理解析研究所
    • Year and Date
      2008-07-08
    • Related Report
      2010 Self-evaluation Report
  • [Presentation] Numerical Integration and ergodic theory,Lirmm, Montepellier2008

    • Author(s)
      Makoto Mori
    • Place of Presentation
      France
    • Year and Date
      2008-02-28
    • Related Report
      2012 Final Research Report
  • [Presentation] A relation between ergodic theory and random numbers

    • Author(s)
      Makoto MOri
    • Organizer
      Workshop for Quasi--Monte Carlo and Pseudo random number generation
    • Place of Presentation
      University of Tokyo
    • Related Report
      2012 Annual Research Report
    • Invited
  • [Presentation] 力学系のエルゴード性と疑似乱数

    • Author(s)
      森 真
    • Organizer
      函数解析学による一般化エントロピーの新展開
    • Place of Presentation
      京都大学数理解席研究所
    • Related Report
      2012 Annual Research Report
    • Invited
  • [Presentation] On asymptotic behavior of families of functions on 1--dimensional dynamical system

    • Author(s)
      Makoto Mori
    • Organizer
      Information and Randomness
    • Place of Presentation
      Puerto Varas, Chile,
    • Related Report
      2012 Annual Research Report
    • Invited
  • [Book] 入門確率解析とルベーグ積分2012

    • Author(s)
      森真
    • Total Pages
      236
    • Publisher
      東京図書
    • Related Report
      2012 Final Research Report
  • [Book] 入門力学系2009

    • Author(s)
      森真,水谷正大
    • Total Pages
      294
    • Publisher
      東京図書
    • Related Report
      2012 Final Research Report
  • [Book] 入門力学系2009

    • Author(s)
      森真, 水谷正大共著
    • Total Pages
      304
    • Publisher
      東京図書
    • Related Report
      2010 Self-evaluation Report
  • [Book] 入門力学系2009

    • Author(s)
      森真, 水谷正大
    • Total Pages
      293
    • Publisher
      東京図書
    • Related Report
      2009 Annual Research Report
  • [Remarks] Mori's Homepage

    • URL

      http://www.math.chs.nihon-u.ac.jp/~mori/

    • Related Report
      2012 Annual Research Report
  • [Remarks]

    • Related Report
      2011 Annual Research Report
  • [Remarks]

    • URL

      http://www.math.chs.nihon-u.ac.jp/~mori/

    • Related Report
      2010 Annual Research Report
  • [Remarks]

    • URL

      http://www.math.chs.nihon-u.ac.jp/~mori/

    • Related Report
      2009 Annual Research Report

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Published: 2008-04-01   Modified: 2019-07-29  

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