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Application of random matrices and measure concentration to quantum communication theory

Research Project

Project/Area Number 16K00005
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Theory of informatics
Research InstitutionYamagata University

Principal Investigator

Fukuda Motohisa  山形大学, 理学部, 准教授 (70771161)

Project Period (FY) 2016-04-01 – 2020-03-31
Project Status Completed (Fiscal Year 2019)
Budget Amount *help
¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Fiscal Year 2018: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2017: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2016: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Keywords量子情報 / ランダム行列 / 自由確率 / 測度集中 / 量子通信 / 量子ガウス状態 / ガウス状態 / Weingarten Calculus / Mathematica / Pyhton / 通信路容量 / エントロピー / 情報基礎 / 確率論 / 測度収束
Outline of Final Research Achievements

Non-additivity of quantum channels prohibits us from extending Shannon's channel coding theorem to quantum communication. This non-additivite property was proved by M. Hastings in 2009 by using randomly generated quantum channels. In this project, we used random matrices, free probability, and measure concentration to analyse such quantum channels. Our results include finding a new class of non-additive quantum channels. Also, we developed a computer program to calculate abstractly average of tensor networks with random unitary matrices, and then applied it to yield some results on random quantum Gaussian states, aligned with maximal entropy principle, which plays a key role in statistical mechanics. Besides, we showed mathematical connection between our problems of quantum channels to those of meandric systems, and gave partial results on formulas of generating functions of meandric polynomials.

Academic Significance and Societal Importance of the Research Achievements

量子通信路の通信路容量を計算するにはエンタングルメントの影響を評価する必要があるが、その影響は限定的であるという主張を支持する数学的な結果を得た。また、ランダムなユニタル行列を含むテンソルネットワークの平均を計算するコンピュータープログラムを作成し、無償で公開した。そのプログラムを用いて量子光学を記述するボソン系ガウス状態の最大エントロピーの原理に沿う結果を証明し、量子統計学への貢献も行った。さらに、ポリマーの折り曲げ問題に関連するメアンダー多項式の母関数の定式化への部分的結果を得た。

Report

(5 results)
  • 2019 Annual Research Report   Final Research Report ( PDF )
  • 2018 Research-status Report
  • 2017 Research-status Report
  • 2016 Research-status Report
  • Research Products

    (16 results)

All 2019 2018 2017 Other

All Int'l Joint Research (7 results) Journal Article (2 results) (of which Int'l Joint Research: 2 results,  Peer Reviewed: 2 results,  Acknowledgement Compliant: 1 results) Presentation (5 results) (of which Int'l Joint Research: 5 results,  Invited: 5 results) Remarks (2 results)

  • [Int'l Joint Research] CNRS, University of Toulouse(フランス)

    • Related Report
      2019 Annual Research Report
  • [Int'l Joint Research] ミュンヘン工科大学(ドイツ)

    • Related Report
      2018 Research-status Report
  • [Int'l Joint Research] トゥールーズ物理理論研究所(フランス)

    • Related Report
      2018 Research-status Report
  • [Int'l Joint Research] ミュンヘン工科大学(ドイツ)

    • Related Report
      2017 Research-status Report
  • [Int'l Joint Research] トゥールーズ物理理論研究所(フランス)

    • Related Report
      2017 Research-status Report
  • [Int'l Joint Research] ミュンヘン工科大学(ドイツ)

    • Related Report
      2016 Research-status Report
  • [Int'l Joint Research] トゥールーズ物理理論研究所(フランス)

    • Related Report
      2016 Research-status Report
  • [Journal Article] On the Minimum Output Entropy of Random Orthogonal Quantum Channels2018

    • Author(s)
      Fukuda Motohisa、Nechita Ion
    • Journal Title

      IEEE Transactions on Information Theory

      Volume: 64 Issue: 2 Pages: 1374-1384

    • DOI

      10.1109/tit.2017.2774833

    • Related Report
      2017 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Additive bounds of minimum output entropies for unital channels and an exact qubit formula2017

    • Author(s)
      Motohisa Fukuda, Gilad Gour
    • Journal Title

      IEEE Transactions on Information Theory

      Volume: 63 Issue: 3 Pages: 1818-1828

    • DOI

      10.1109/tit.2016.2641455

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Presentation] Some classes of random quantum channels violating additivity2019

    • Author(s)
      M. Fukuda
    • Organizer
      Workshop on “Non-commutative Probability and Related Fields”
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Weingarten calculus on computers and its application to random quantum Gaussian states2019

    • Author(s)
      M. Fukuda
    • Organizer
      Interactions between commutative and non-commutative probability
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Weingarten calculus on computers and its application to random quantum Gaussian states2019

    • Author(s)
      M. Fukuda
    • Organizer
      Mathematical Aspects in Current Quantum Information Theory 2019
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Additivity questions and tensor powers of random quantum channels2017

    • Author(s)
      M. Fukuda
    • Organizer
      Probabilistic techniques and quantum information theory
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Additivity questions and tensor powers of random quantum channels2017

    • Author(s)
      M. Fukuda
    • Organizer
      Probabilistic and algebraic methods in quantum information theory
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research / Invited
  • [Remarks] RTNI_light

    • URL

      https://github.com/MotohisaFukuda/RTNI_light

    • Related Report
      2019 Annual Research Report
  • [Remarks] RTNI

    • URL

      https://motohisafukuda.github.io/RTNI/

    • Related Report
      2018 Research-status Report

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Published: 2016-04-21   Modified: 2021-02-19  

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