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Statistical mechanical interpretation of algorithmic information theory

Research Project

Project/Area Number 24540142
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field General mathematics (including Probability theory/Statistical mathematics)
Research InstitutionChuo University

Principal Investigator

TADAKI Kohtaro  中央大学, 研究開発機構, 機構准教授 (70407881)

Project Period (FY) 2012-04-01 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥3,120,000 (Direct Cost: ¥2,400,000、Indirect Cost: ¥720,000)
Fiscal Year 2014: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2013: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2012: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Keywordsアルゴリズム的情報理論 / アルゴリズム的ランダムネス / 統計力学 / partial randomness / 相転移 / ChaitinのΩ / 不動点 / ランダムネス
Outline of Final Research Achievements

Algorithmic information theory is a theory of program-size complexity, where program-size complexity gives the theoretical limit of the compression of a finite binary string. In our former works, we introduced the statistical mechanical interpretation of algorithmic information theory by identifying a program and its size with an energy eigenstate and its energy, respectively, in a quantum system, and we investigated the properties of the interpretation. In the interpretation, the compression rate of each of all thermodynamic quantities equals to the temperature when we measure the compression rate by program-size complexity, and moreover, the phase transition happens when the temperature exceeds 1. In this KAKENHI research, we have revealed the detail of the mechanism of the phase transition.

Report

(4 results)
  • 2014 Annual Research Report   Final Research Report ( PDF )
  • 2013 Research-status Report
  • 2012 Research-status Report
  • Research Products

    (21 results)

All 2015 2014 2013 2012 Other

All Journal Article (5 results) (of which Peer Reviewed: 4 results,  Open Access: 1 results) Presentation (13 results) (of which Invited: 2 results) Remarks (3 results)

  • [Journal Article] アルゴリズム的情報理論とその統計力学的解釈2015

    • Author(s)
      只木孝太郎
    • Journal Title

      雑誌 '数学'

      Volume: 67 Pages: 1-25

    • NAID

      130005733094

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Phase Transition and Strong Predictability2014

    • Author(s)
      Kohtaro Tadaki
    • Journal Title

      Lecture Notes in Computer Science

      Volume: 8553 Pages: 340-352

    • DOI

      10.1007/978-3-319-08123-6_28

    • ISBN
      9783319081229, 9783319081236
    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Phase transition and strong predictability2014

    • Author(s)
      Kohtaro Tadaki
    • Journal Title

      Lecture Notes in Computer Science, Springer-Verlag

      Volume: 印刷中

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] A statistical mechanical interpretation of algorithmic information theory III: Composite systems and fixed points2012

    • Author(s)
      K. Tadaki
    • Journal Title

      Mathematical Structures in Computer Science

      Volume: 22 Issue: 5 Pages: 752-770

    • DOI

      10.1017/s096012951100051x

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] 情報理論における情報源符号化の統計力学的解釈2012

    • Author(s)
      只木孝太郎
    • Journal Title

      素粒子論研究・電子版

      Volume: 13

    • Related Report
      2012 Research-status Report
  • [Presentation] アルゴリズム的ランダムネスによる確率概念の操作的特徴付け2015

    • Author(s)
      只木孝太郎
    • Organizer
      日本数学会2015年度年会
    • Place of Presentation
      明治大学 駿河台キャンパス
    • Year and Date
      2015-03-22
    • Related Report
      2014 Annual Research Report
  • [Presentation] A refinement of quantum mechanics by algorithmic randomness2015

    • Author(s)
      Kohtaro Tadaki
    • Organizer
      Quantum Computation, Quantum Information, and the Exact Sciences (QCOMPINFO2015)
    • Place of Presentation
      Ludwig-Maximilians-Universitaet Muenchen
    • Year and Date
      2015-01-31
    • Related Report
      2014 Annual Research Report
  • [Presentation] An operational characterization of the notion of probability by algorithmic randomness and its application to cryptography2015

    • Author(s)
      只木孝太郎
    • Organizer
      2015年 暗号と情報セキュリティシンポジウム (SCIS2015)
    • Place of Presentation
      福岡県北九州市
    • Year and Date
      2015-01-21
    • Related Report
      2014 Annual Research Report
  • [Presentation] The principle of typicality: A refinement of quantum mechanics by algorithmic randomness2014

    • Author(s)
      Kohtaro Tadaki
    • Organizer
      RIMS研究集会「証明論・計算論とその周辺」2014
    • Place of Presentation
      京都大学 数理解析研究所
    • Year and Date
      2014-12-25
    • Related Report
      2014 Annual Research Report
  • [Presentation] アルゴリズム的ランダムネスによる量子力学の再構成2014

    • Author(s)
      只木孝太郎
    • Organizer
      数理解析研究所研究集会「確率論シンポジウム」
    • Place of Presentation
      京都大学 数理解析研究所
    • Year and Date
      2014-12-18
    • Related Report
      2014 Annual Research Report
  • [Presentation] An operational characterization of the notion of probability by algorithmic randomness2014

    • Author(s)
      只木孝太郎
    • Organizer
      第37回情報理論とその応用シンポジウム(SITA2014)
    • Place of Presentation
      富山県黒部市
    • Year and Date
      2014-12-11
    • Related Report
      2014 Annual Research Report
  • [Presentation] An operational characterization of the notion of probability by algorithmic randomness2014

    • Author(s)
      Kohtaro Tadaki
    • Organizer
      研究集会「エルゴード理論とその周辺 (Ergodic Theory and Related Fields)」
    • Place of Presentation
      放送大学 熊本学習センター
    • Year and Date
      2014-12-02
    • Related Report
      2014 Annual Research Report
  • [Presentation] アルゴリズム的ランダムネスによる量子力学の再構成2014

    • Author(s)
      只木孝太郎
    • Organizer
      日本数学会2014年度秋季総合分科会
    • Place of Presentation
      広島大学 東広島キャンパス
    • Year and Date
      2014-09-27
    • Related Report
      2014 Annual Research Report
  • [Presentation] Reformulating quantum mechanics by algorithmic randomness2014

    • Author(s)
      Kohtaro tadaki
    • Organizer
      Ninth International Conference on Computability,vComplexity and Randomness (CCR 2014)
    • Place of Presentation
      National University of Singapore
    • Year and Date
      2014-06-09
    • Related Report
      2014 Annual Research Report
    • Invited
  • [Presentation] A reformulation of quantum mechanics by algorithmic randomness2014

    • Author(s)
      只木孝太郎
    • Organizer
      第30回量子情報技術研究会 (QIT30)
    • Place of Presentation
      名古屋大学 豊田講堂シンポジオン
    • Year and Date
      2014-05-13
    • Related Report
      2014 Annual Research Report
  • [Presentation] Phase transition and strong predictability2013

    • Author(s)
      只木孝太郎
    • Organizer
      2013年度 夏のLA, LA シンポジウム
    • Place of Presentation
      休暇村 志賀島
    • Related Report
      2013 Research-status Report
  • [Presentation] Recent developments in statistical mechanical interpretation of algorithmic information theory2013

    • Author(s)
      Kohtaro Tadaki
    • Organizer
      The 13th Asian Logic Conference (ALC2013)
    • Place of Presentation
      Sun Yat-sen University, Guangzhou, China
    • Related Report
      2013 Research-status Report
    • Invited
  • [Presentation] アルゴリズム的ランダムネス入門2012

    • Author(s)
      只木孝太郎
    • Organizer
      数学基礎論サマースクール 2012
    • Place of Presentation
      東京工業大学 大岡山キャンパス
    • Related Report
      2012 Research-status Report
  • [Remarks] 科研費電子申請システムの入力文字数制限により、タイトルはここに記載できず。タイトルは下記に記載した。

    • URL

      http://www2.odn.ne.jp/tadaki/

    • Related Report
      2014 Annual Research Report
  • [Remarks] Research on Chaitin Ω Numbers and Their Extensions

    • URL

      http://www2.odn.ne.jp/tadaki/

    • Related Report
      2013 Research-status Report
  • [Remarks] Research on Chaitin Ω Numbers and Their Extensions

    • URL

      http://www2.odn.ne.jp/tadaki/

    • Related Report
      2012 Research-status Report

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Published: 2013-05-31   Modified: 2019-07-29  

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