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ツァリスエントロピーから導かれるベキ法則と確率構造の複雑系への応用

Research Project

Project/Area Number 17650060
Research Category

Grant-in-Aid for Exploratory Research

Allocation TypeSingle-year Grants
Research Field Sensitivity informatics/Soft computing
Research InstitutionChiba University

Principal Investigator

須鎗 弘樹  Chiba University, 大学院・融合科学研究科, 准教授 (70246685)

Project Period (FY) 2005 – 2007
Project Status Completed (Fiscal Year 2007)
Budget Amount *help
¥3,400,000 (Direct Cost: ¥3,400,000)
Fiscal Year 2007: ¥1,000,000 (Direct Cost: ¥1,000,000)
Fiscal Year 2006: ¥1,100,000 (Direct Cost: ¥1,100,000)
Fiscal Year 2005: ¥1,300,000 (Direct Cost: ¥1,300,000)
KeywordsTsallisエントロピー / (μ,υ)-多項係数 / 乗法的双対性 / q-triplet / マルチフラクタル-triplet / q-ガウス分布 / 一般化次元 / Einsteinの関係式 / Tsallis統計 / 非線形微分方程式 / q-積 / q-スクーリングの公式 / q-多項係数 / 双対性 / エントロピー最大化原理 / ツァリスエントロピー / ツァリス統計 / q-スターリングの公式 / ツァリス統計における中心極限定理 / κ-エントロピー / ツァリス統計におけるカノニカル分布
Research Abstract

(1)最も基本的な線形微分方程式を最も単純に非線形化した非線形微分方程式を解くことによって,q-指数関数、q-積、q-多項係数を導き,q-多項係数のq-対数にq-スターリングの公式を適用することにより,Tsallisエントロピーを導くことができる.それは,加法的双対性と言われる数理構造の表現であるが,q-多項係数をさらに一般化した(μ,υ)-多項係数を導入することにより,加法的双対性に加え,乗法的双対性,q-triplet,マルチフラクタル-tripletの構造も導くことができた。これら4つの数理構造は,Tsallis統計力学に典型的に現れ,それらを特殊な場合として含む統一的な表現を得ることができた.
(2)(1)で導いた(μ,υ)-多項係数から,ドモアブルラプラスの定理の拡張として,ロングテール構造をもつ裾野の広い分布(q-ガウス分布)が導けるかを数値的に検証した.特に,q-ガウス分布に分布収束するときの3つのパラメータμ,υ,qの関係を数値計算により調べた.
(3)Tsallisエントロピーを平均符号長の下限にもつ符号木を導いた。この導出方法は,ある性質をもつ一般化エントロピーにも応用できる.さらに,ここで導いた符号木は,マルチフラクタル構造をもつこともわかった.
(4)Tsallisエントロピーのパラメータqの意味は分かっていなかったが,マルチフラクタルの理論に現れる一般化次元のqと同じであることがわかった.さらに,Tsallisエントロピーと一般化次元との一意な関係式を導き,これが1910年のEinsteinの論文で主張された式の一般化になっていることを発見した.

Report

(3 results)
  • 2007 Annual Research Report
  • 2006 Annual Research Report
  • 2005 Annual Research Report
  • Research Products

    (29 results)

All 2008 2007 2006 2005

All Journal Article (24 results) (of which Peer Reviewed: 7 results) Presentation (5 results)

  • [Journal Article] Combinatorial Basis and non-asymptotic form of the Tsallis entropy function2008

    • Author(s)
      R.K.Niven and H.Suyari
    • Journal Title

      Eur.Phys.J.B 61

      Pages: 75-82

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Multiplicative duality,q-triplet and(μ,L,v,q)-relation derived from the one-.to-one correspondence between the(μ,v)-multinomial coeffoicient and Tsall is entropy Sq2008

    • Author(s)
      H.Suyari and T.Wada
    • Journal Title

      Physica A 387

      Pages: 71-83

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] TsaUisエントロピーを平均符号長の下限にもつ-般化符号木について2008

    • Author(s)
      須鎗 弘樹
    • Journal Title

      京都大学数理解析研究所講究録 1585

      Pages: 1-11

    • Related Report
      2007 Annual Research Report
  • [Journal Article] 一般化次元とTsallisエントロピーとEinstei11の関係式の一般化について2008

    • Author(s)
      須鎗 弘樹
    • Journal Title

      日本物理学会講演概要集 63

      Pages: 325-325

    • Related Report
      2007 Annual Research Report
  • [Journal Article] Tsallis entropy as a lower bound of average deschptioll length for the q-generalized code tree2007

    • Author(s)
      H.Suyari
    • Journal Title

      Proceedings of 2007 IEEE International Symposium on lnformation Theory(2007IEEE-ISIT)

      Pages: 901-905

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A rooted tree whose lower bound of average description length is given by Tsallis entropy2007

    • Author(s)
      H.Suyari
    • Journal Title

      AIP Conference Proceedings 965

      Pages: 80-83

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] On scaling law and TsaHis entropy derived from a fundamental nonlinear differential equation2007

    • Author(s)
      H.Suyari and T.Wada
    • Journal Title

      京都大学数理解析研究所講究録 1561

      Pages: 166-174

    • Related Report
      2007 Annual Research Report
  • [Journal Article] Tsallisエントロピーの数理と一般化符号木2007

    • Author(s)
      須鎗 弘樹
    • Journal Title

      第5回シャノン理論ワークショップ(STWO7)予稿集 5

      Pages: 59-66

    • Related Report
      2007 Annual Research Report
  • [Journal Article] A two-parameter generalization of Shannon-Khinchin axioms and the uniqueness theorem2007

    • Author(s)
      T.wada and H.Suyari
    • Journal Title

      Physics Letter A 368

      Pages: 199-205

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] The maximum entropy principle as a convex programming problem and related inequalities2007

    • Author(s)
      M.Tsukada, H.Suyari & M.Kato
    • Journal Title

      Nonlinear Analysis and Convex Analysis

      Pages: 643-655

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] On the probabihty distribution maximizing generalized entropies2007

    • Author(s)
      M.Tsukada, H.Suyari & M.Kato
    • Journal Title

      Applied Functional Analysis, Information Sciences and Related Fields

      Pages: 99-111

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Tsallis entropy as a lower bound of average description length for the q-generalized code tree2007

    • Author(s)
      H.Suyari
    • Journal Title

      Proceedings of the 2007 IEEE International Symposium on Information Theory (2007IEEE-ISIT) 2007(掲載予定)

    • Related Report
      2006 Annual Research Report
  • [Journal Article] On scaling law and Tsallis entropy derived from a fundamental nonlinear differential equation2007

    • Author(s)
      H.Suyari, T.Wada
    • Journal Title

      京都大学数理解析研究所講究録 (未定)(掲載予定)

    • Related Report
      2006 Annual Research Report
  • [Journal Article] The maximal entropy principle as a convex programming problem and related inequalities2007

    • Author(s)
      M.Tsukada, H.Suyari, M.Kato
    • Journal Title

      Proceedings of the Forth International Conference on Nonlinear Analysis and Convex Analysis 4

      Pages: 643-655

    • Related Report
      2006 Annual Research Report
  • [Journal Article] On the probability distribution maximizing generalized entropies2007

    • Author(s)
      M.Tsukada, H.Suyari, M.Kato
    • Journal Title

      Proceedings of Symposium on Applied Functional Analysis : Information Sciences and Related Fields 2007(掲載予定)

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Mathematical structure derived from the q-multinomial coefficient in Tsallis statistics2006

    • Author(s)
      H.Suyari
    • Journal Title

      Physica A 368

      Pages: 63-82

    • Related Report
      2006 Annual Research Report
  • [Journal Article] The unique non self-referential q-canonical distribution and the physical temperature derived from the maximum entropy principle in Tsallis statistics2006

    • Author(s)
      H.Suyari
    • Journal Title

      Progress of Theoretical Physics Supplement 162

      Pages: 79-86

    • NAID

      110004729507

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Tsallis entropy uniquely derived from a fundamental nonlinear differential equation2006

    • Author(s)
      H.Suyari, T.Wada
    • Journal Title

      Proceedings of the 5th Asia-Europe Workshop on Concepts in Information theory (AEW5) 5

      Pages: 24-29

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Scaling property and Tsallis entropy derived from a fundamental nonlinear differential equation2006

    • Author(s)
      H.Suyari, T.Wada
    • Journal Title

      Proceedings of the 2006 International Symposium on Information Theory and its Applications (ISITA2006) 2006(CDROM)

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Mathematical structure derived from the q-multinomial coefficient in Tsallis statistics2006

    • Author(s)
      H.Suyari
    • Journal Title

      Physica A (掲載予定)

    • Related Report
      2005 Annual Research Report
  • [Journal Article] The unique non self-referential q-canonical distribution and the physical temperature derived from the maximum entropy principle in Tsallis statistics2006

    • Author(s)
      H.Suyari
    • Journal Title

      Prog.Theor.Phys. Supplement (掲載予定)

    • NAID

      110004729507

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Κ-generalization of Gauss'law of error2006

    • Author(s)
      T.Wada, H.Suyari
    • Journal Title

      Phys.Lett.A 348

      Pages: 89-93

    • Related Report
      2005 Annual Research Report
  • [Journal Article] The maximum entropy principle as a convex programming problem and related inequalities2006

    • Author(s)
      M.Tsukada, H.Suyari, M.Kato
    • Journal Title

      the Proceedings of NACA2005 (掲載予定)

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Mathematical structures derived from the q-product uniquely determined by Tsallis entropy2005

    • Author(s)
      H.Suyari, M.Tsukada, Y.Uesaka
    • Journal Title

      Proceedings of the 2005 IEEE International Symposium on Information Theory 2005

      Pages: 2364-2368

    • Related Report
      2005 Annual Research Report
  • [Presentation] 一般化次元とTsallsエントロピーとEinsteinの関係式の一般化について2008

    • Author(s)
      須鎗 弘樹
    • Organizer
      日本物理学会第63回年次大会
    • Place of Presentation
      近畿大学理工学部
    • Year and Date
      2008-03-25
    • Related Report
      2007 Annual Research Report
  • [Presentation] Tsallisエントロピーの数理と一般化符号木2007

    • Author(s)
      須鎗 弘樹
    • Organizer
      第5回シャノン理論ワークショップ(STWO7)
    • Place of Presentation
      ラフォーレ修善寺(静岡県伊豆市)
    • Year and Date
      2007-09-07
    • Related Report
      2007 Annual Research Report
  • [Presentation] Tsallisエントロピーの数理と一般化符号木2007

    • Author(s)
      須鎗 弘樹
    • Organizer
      非加法性の数理と情報:非線形性・非可換性との接点
    • Place of Presentation
      京都大学数理解析研究所(RIMS)
    • Year and Date
      2007-08-13
    • Related Report
      2007 Annual Research Report
  • [Presentation] A rooted tree whose lower bound of average description length is given by Tsallis entropy2007

    • Author(s)
      H. Suyari
    • Organizer
      International Conference on Complexity, Metastability and Nonextensivity, (CT-NEXTO7)
    • Place of Presentation
      Catania University,Italy
    • Year and Date
      2007-07-02
    • Related Report
      2007 Annual Research Report
  • [Presentation] Tsallis entropy as a lower bound of average description length for the q-generalized code tree2007

    • Author(s)
      H. Suyari
    • Organizer
      2007 IEEE International Symposium on Information Theory(ISIT2007)
    • Place of Presentation
      Acropolis Congress and Exhibition Center, Nice, France
    • Year and Date
      2007-06-26
    • Related Report
      2007 Annual Research Report

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Published: 2005-04-01   Modified: 2016-04-21  

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