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Development of efficient learning algorithms of formal languages and construction of their application systems

Research Project

Project/Area Number 23500011
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Fundamental theory of informatics
Research InstitutionThe University of Electro-Communications

Principal Investigator

WAKATSUKI Mitsuo  電気通信大学, 大学院情報理工学研究科, 助教 (30251705)

Co-Investigator(Kenkyū-buntansha) TOMITA Etsuji  電気通信大学, 名誉教授 (40016598)
NISHINO Tetsuro  電気通信大学, 大学院情報理工学研究科, 教授 (10198484)
Project Period (FY) 2011-04-28 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥4,680,000 (Direct Cost: ¥3,600,000、Indirect Cost: ¥1,080,000)
Fiscal Year 2013: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2012: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2011: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Keywords計算論的学習理論 / 質問による学習 / 等価性判定 / 包含性判定 / アルゴリズム / 決定性文脈自由言語 / プッシュダウン変換器 / 多項式時間可能性 / 極限同定 / 多項式時間可解性 / 正例からの学習
Outline of Final Research Achievements

We have developed a polynomial-time algorithm for checking the equivalence of deterministic restricted one-counter transducers (DROCT's for short), which are deterministic pushdown transducers having just one stack symbol, that accept by final state with possible epsilon-moves. By extending this technique, we have also developed a polynomial-time algorithm for checking the inclusion of these DROCT's. Then, we have presented a polynomial-time algorithm for learning real-time DROCT's which accept by final state via membership and equivalence queries. Furthermore, we have shown that the regularity of the behavior of some programs for playing games of Daihinmin, which is one of card games, on computers can be extracted by using the EUREKA system which incorporated an identification algorithm of the class of k-reversible languages, which is a subclass of regular languages, for analyzing songs of the Bengalese finch.

Report

(5 results)
  • 2014 Annual Research Report   Final Research Report ( PDF )
  • 2013 Research-status Report
  • 2012 Research-status Report
  • 2011 Research-status Report
  • Research Products

    (34 results)

All 2015 2014 2013 2012 2011 Other

All Journal Article (11 results) (of which Peer Reviewed: 8 results,  Acknowledgement Compliant: 1 results) Presentation (14 results) Book (1 results) Remarks (8 results)

  • [Journal Article] A polynomial-time algorithm for checking the equivalence of deterministic restricted one-counter transducers which accept by final state2015

    • Author(s)
      Mitsuo Wakatsuki, Etsuji Tomita, Tetsuro Nishino
    • Journal Title

      Studies in Computational Intelligence, "Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing"

      Volume: 569 Pages: 131-144

    • DOI

      10.1007/978-3-319-10389-1_10

    • ISBN
      9783319103884, 9783319103891
    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] A source code plagiarism detecting method using sequence alignment with abstract syntax tree elements2015

    • Author(s)
      Hiroshi Kikuchi, Takaaki Goto, Mitsuo Wakatsuki, Tetsuro Nishino
    • Journal Title

      International Journal of Software Innovation

      Volume: 3 (3) Issue: 3 Pages: 41-56

    • DOI

      10.4018/ijsi.2015070104

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 最大クリーク問題の多項式時間的可解性の拡張の改良2014

    • Author(s)
      中西裕陽,富田悦次,若月光夫,西野哲朗
    • Journal Title

      電子情報通信学会論文誌D

      Volume: J97-D (6) Pages: 1106-1121

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A simple and faster branch-and-bound algorithm for finding a maximum clique with computational experiments2013

    • Author(s)
      Etsuji Tomita, Yoichi Sutani, Takanori Higashi, Mitsuo Wakatsuki
    • Journal Title

      IEICE Transactions on Information and Systems

      Volume: E96-D (6) Pages: 1286-1298

    • NAID

      10031193989

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] A polynomial-time algorithm for checking the equivalence for real-time deterministic restricted one-counter transducers which accept by final state2013

    • Author(s)
      Mitsuo Wakatsuki, Etsuji Tomita, Tetsuro Nishino
    • Journal Title

      International Journal of Computer and Information Science

      Volume: 14 (2) Pages: 45-53

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] 最大クリーク問題の多項式時間的可解性の拡張2012

    • Author(s)
      中西裕陽,富田悦次,若月光夫,西野哲朗
    • Journal Title

      電子情報通信学会論文誌D

      Volume: J95-D Pages: 1716-1728

    • NAID

      110009495570

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] 最大クリーク問題の多項式時間的可解性の更なる改良結果2011

    • Author(s)
      中西裕陽,富田悦次,若月光夫,西野哲朗
    • Journal Title

      電子情報通信学会論文誌D

      Volume: J94-D Pages: 2037-2046

    • NAID

      110008798722

    • Related Report
      2011 Research-status Report
    • Peer Reviewed
  • [Journal Article] 実時間最終状態受理式決定性限定1カウンタ変換器の多項式時間等価性判定アルゴリズム2011

    • Author(s)
      若月光夫,清野和司,富田悦次,西野哲朗
    • Journal Title

      京都大学数理解析研究所講究録

      Volume: 1744 Pages: 1-10

    • Related Report
      2011 Research-status Report
  • [Journal Article] 最大クリーク問題の多項式時間的可解性について2011

    • Author(s)
      中西裕陽,富田悦次,若月光夫,西野哲朗
    • Journal Title

      京都大学数理解析研究所講究録

      Volume: 1744 Pages: 169-176

    • Related Report
      2011 Research-status Report
  • [Journal Article] 量子セルオートマトンに基づく画像圧縮のための画像変換アルゴリズム2011

    • Author(s)
      大畑和樹,西野哲朗,若月光夫
    • Journal Title

      京都大学数理解析研究所講究録

      Volume: 1744 Pages: 181-184

    • Related Report
      2011 Research-status Report
  • [Journal Article] Information-theoretic analysis for understanding the behavior of song learning by the Bengalese finch2011

    • Author(s)
      Khan Md. Mahfuzus Salam, Tetsuro Nishino, 他
    • Journal Title

      情報処理学会論文誌数理モデル化と応用

      Volume: 4 Pages: 49-58

    • NAID

      130000968792

    • Related Report
      2011 Research-status Report
    • Peer Reviewed
  • [Presentation] A polynomial-time algorithm for checking the inclusion of deterministic restricted one-counter transducers which accept by final state2015

    • Author(s)
      Mitsuo Wakatsuki, Etsuji Tomita, Tetsuro Nishino
    • Organizer
      30th International Conference on Computers and Their Applications
    • Place of Presentation
      Waikiki Beach Marriott Resort & Spa, Honolulu, Hawaii, U.S.A.
    • Year and Date
      2015-03-09 – 2015-03-11
    • Related Report
      2014 Annual Research Report
  • [Presentation] 最大クリーク問題の多項式時間的可解性の拡張の更なる改良2014

    • Author(s)
      中西裕陽,富田悦次,若月光夫,西野哲朗
    • Organizer
      電子情報通信学会コンピュテーション研究会/情報処理学会アルゴリズム研究会
    • Place of Presentation
      道後温泉 大和屋(愛媛県松山市)
    • Year and Date
      2014-06-13 – 2014-06-14
    • Related Report
      2014 Annual Research Report
  • [Presentation] A polynomial-time algorithm for checking the equivalence of deterministic restricted one-counter transducers which accept by final state2014

    • Author(s)
      Mitsuo Wakatsuki, Etsuji Tomita, Tetsuro Nishino
    • Organizer
      15th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD2014)
    • Place of Presentation
      Harrah's Casino Hotel, Las Vegas, U.S.A.
    • Related Report
      2013 Research-status Report
  • [Presentation] A source code plagiarism detecting method using alignment with abstract syntax tree elements2014

    • Author(s)
      Hiroshi Kikuchi, Takaaki Goto, Mitsuo Wakatsuki, Tetsuro Nishino
    • Organizer
      15th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD2014)
    • Place of Presentation
      Harrah's Casino Hotel, Las Vegas, U.S.A.
    • Related Report
      2013 Research-status Report
  • [Presentation] A polynomial-time algorithm for checking the equivalence for real-time deterministic restricted one-counter transducers which accept by final state2013

    • Author(s)
      Mitsuo Wakatsuki, Etsuji Tomita, Tetsuro Nishino
    • Organizer
      14th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD2013)
    • Place of Presentation
      The Sheraton Waikiki Hotel, Honolulu, Hawaii, U.S.A.
    • Related Report
      2012 Research-status Report
  • [Presentation] 最終状態受理式決定性限定1カウンタ変換器の多項式時間等価性判定アルゴリズム2012

    • Author(s)
      若月光夫,清野和司,富田悦次,西野哲朗
    • Organizer
      2011年度冬のLAシンポジウム
    • Place of Presentation
      京都大学
    • Related Report
      2011 Research-status Report
  • [Presentation] 遺伝的アルゴリズムを用いたコンピュータ大貧民の思考ルーティンの自動チューニング2012

    • Author(s)
      海川祥毅,西野哲朗,若月光夫
    • Organizer
      電気通信大学エンターテイメントと認知科学研究ステーション 第6回エンターテイメントと認知科学シンポジウム
    • Place of Presentation
      電気通信大学
    • Related Report
      2011 Research-status Report
  • [Presentation] 最大クリーク問題の多項式時間的可解性の更なる改良結果2011

    • Author(s)
      中西裕陽,富田悦次,若月光夫,西野哲朗
    • Organizer
      電子情報通信学会コンピュテーション研究会
    • Place of Presentation
      京都大学
    • Related Report
      2011 Research-status Report
  • [Presentation] 最大クリーク問題の多項式時間的可解性の拡張2011

    • Author(s)
      中西裕陽,富田悦次,若月光夫,西野哲朗
    • Organizer
      電子情報通信学会コンピュテーション研究会
    • Place of Presentation
      東北大学
    • Related Report
      2011 Research-status Report
  • [Presentation] 学習ゲームを用いた発達障害児向け文字学習支援システム

    • Author(s)
      金山貴泰,浅野久美子,西野哲朗,若月光夫
    • Organizer
      情報処理学会数理モデル化と問題解決研究会
    • Place of Presentation
      北海道大学 百年記念会館
    • Related Report
      2013 Research-status Report
  • [Presentation] 類似パターンの省略によりソースコードの可読性を向上させる新技法

    • Author(s)
      菊池紘,後藤隆彰,若月光夫,西野哲朗
    • Organizer
      電子情報通信学会知能ソフトウェア工学研究会
    • Place of Presentation
      電気通信大学 東3号館301号室
    • Related Report
      2013 Research-status Report
  • [Presentation] 実時間決定性限定1カウンタ変換器に対する質問による多項式時間学習アルゴリズム

    • Author(s)
      若月光夫,富田悦次,西野哲朗
    • Organizer
      2013年度冬のLAシンポジウム
    • Place of Presentation
      京都大学 数理解析研究所 420号室
    • Related Report
      2013 Research-status Report
  • [Presentation] 最大クリーク問題の多項式時間的可解性の拡張の改良

    • Author(s)
      中西裕陽,富田悦次,若月光夫,西野哲朗
    • Organizer
      電子情報通信学会コンピュテーション研究会
    • Place of Presentation
      法政大学 小金井キャンパス 梶野町校舎 西館W203
    • Related Report
      2012 Research-status Report
  • [Presentation] 決定性限定1カウンタ変換器のある部分クラスに対する質問による多項式時間学習アルゴリズム

    • Author(s)
      若月光夫,富田悦次,西野哲朗
    • Organizer
      2012年度冬のLAシンポジウム
    • Place of Presentation
      京都大学 数理解析研究所 420号室
    • Related Report
      2012 Research-status Report
  • [Book] 応用オートマトン工学2012

    • Author(s)
      西野哲朗,若月光夫,後藤隆彰
    • Total Pages
      174
    • Publisher
      コロナ社
    • Related Report
      2011 Research-status Report
  • [Remarks] 電気通信大学研究者情報総覧 教員情報検索

    • URL

      http://kjk.office.uec.ac.jp/Profiles/5/0000405/profile.html

    • Related Report
      2014 Annual Research Report
  • [Remarks] 電気通信大学西野哲朗研究室 研究室紹介/研究室メンバー

    • URL

      http://www.nishino-lab.jp/laboratory/wakatsuki/index.html

    • Related Report
      2014 Annual Research Report
  • [Remarks] 電気通信大学研究者情報総覧 教員情報検索

    • URL

      http://kjk.office.uec.ac.jp/Profiles/5/0000405/profile.html

    • Related Report
      2013 Research-status Report
  • [Remarks] 電気通信大学西野哲朗研究室 研究室紹介/研究室メンバー

    • URL

      http://www.nishino-lab.jp/laboratory/wakatsuki/index.html

    • Related Report
      2013 Research-status Report
  • [Remarks] 電気通信大学研究者情報総覧 研究者プロフィール

    • URL

      http://kjk.office.uec.ac.jp/Profiles/0001/0000405/profile.html

    • Related Report
      2012 Research-status Report
  • [Remarks] 電気通信大学西野哲朗研究室 研究室紹介/研究室メンバー

    • URL

      http://www.nishino-lab.jp/laboratory/wakatsuki/index.html

    • Related Report
      2012 Research-status Report
  • [Remarks]

    • URL

      http://kjk.office.uec.ac.jp/Profiles/0001/0000405/profile.html

    • Related Report
      2011 Research-status Report
  • [Remarks]

    • URL

      http://www.nishino-lab.jp/laboratory/wakatsuki/index.html

    • Related Report
      2011 Research-status Report

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Published: 2011-08-05   Modified: 2019-07-29  

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