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2010 Fiscal Year Self-evaluation Report

Research on the combination of Genetic Network Programming and Genetic Relation Programming

Research Project

  • PDF
Project/Area Number 20360179
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field System engineering
Research InstitutionWaseda University

Principal Investigator

HIRASAWA Koutarou  Waseda University, 理工学術院, 教授 (70253474)

Project Period (FY) 2008 – 2011
Keywordsシステム情報(知識)処理
Research Abstract

研究代表者らが遺伝的ネットワーク(GNP)の研究で明らかにした"真に重要な相関ルールの抽出","株式間の相関関係を苦慮した最適化"および"個体のユニーク性を考慮したGNPの選択"には,遺伝的関係プログラミング(GRP)が特に有向であるとの着想に至った.従って,本研究では上記着想のもとに(1)遺伝的関係プログラミング(GRP)の構成に関する研究,(2)遺伝的ネットワークプログラミング(GNP)と遺伝的関係プログラミング(GRP)の融合方式に関する研究,および(3)遺伝的ネットワークプログラミング(GNP)と遺伝的関係プログラミング(GRP)の融合方式の応用に関する研究を行う.

  • Research Products

    (10 results)

All 2010 2009

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

  • [Journal Article] Efficient Pruning of Class Association Rules Using Statics and Genetic Relation Algorithm2010

    • Author(s)
      E.Gonzales, S.Mabu, K.Taboada, K.Shimada, K.Hirasawa
    • Journal Title

      SICE JCMSI Vol.3, No.5

      Pages: 336-345

    • Peer Reviewed
  • [Journal Article] Evolving Asset Portfolios by Genetic Relation Algorithm2010

    • Author(s)
      V.Parque, S.Mabu, K Hirasawa
    • Journal Title

      Journal of Advanced Computational Intelligence and Intelligent Informatics Vol.14, No.5

      Pages: 464-474

    • Peer Reviewed
  • [Journal Article] Mining Fuzzy Association Rules : A General Model Based on Genetic Network Programming and its Applications2010

    • Author(s)
      K.Taboada, S.Mabu, E.Gonzales, K.Shimada, K.Hirasawa
    • Journal Title

      IEEJ Transactions on Electrical and electronic Engineering Vol.5, No.3

      Pages: 434-354

    • Peer Reviewed
  • [Journal Article] Intertransaction Class Association Rule Mining Based on Genetic Network Programming and Its Application to Stock Market Prediction, SICE Journal of Control2010

    • Author(s)
      Y.Yang, S.Mabu, K.Shimada, K.Hirasawa
    • Journal Title

      Measurement, and System Integration (SICE JCMSI) Vol.3, No.1

      Pages: 50-58

    • Peer Reviewed
  • [Journal Article] Combination of Two Evolutionary Methods for Mining Association Rules in Large and Dense databases2009

    • Author(s)
      E.Gonzales, K.Taboada, S.Mabu, K.Shimada, K.Hirasawa
    • Journal Title

      Journal of Advanced Computational Intelligence and Intelligent Informatics Vol.13, No.5

      Pages: 561-572

    • Peer Reviewed
  • [Presentation] Variable Size Genetic Relation Algorithm for Portfolio Diversification2010

    • Author(s)
      V.Parque, S.Mabu, K.Hirasawa,
    • Organizer
      SCIS&ISIS 2010, pp.582-587
    • Place of Presentation
      Okayama, Japan
    • Year and Date
      20101200
  • [Presentation] GNP-Sarsa with Subroutines for Trading Rules on Stock Markets2010

    • Author(s)
      Y.Yang, J.Li, S.Mabu, K.Hirasawa
    • Organizer
      2010 IEEE International Conference on Systems, Man, and Cybernetics, pp.1161-1165
    • Place of Presentation
      Istanbul, Turkey
    • Year and Date
      20101010-20101013
  • [Presentation] Web Mining using Genetic Relation Algorithm2010

    • Author(s)
      E.Gonzales, S.Mabu, K.Taboada, K.Hirasawa
    • Organizer
      SICE Annual Conference 2010, pp.2622-2627
    • Place of Presentation
      Taipei, Taiwan
    • Year and Date
      20100818-20100821
  • [Presentation] Global Portfolio Diversification by Genetic Relation Algorithm2009

    • Author(s)
      V.Parque, S.Mabu, K.Hirasawa,
    • Organizer
      ICROS-SICE International Joint Conference 2009 Fukuoka International Congress Center, Japan, pp.2567-2572
    • Year and Date
      20090818-20090821
  • [Presentation] Mining Multi-Class datasets using Genetic Relation Algorithm for Rule Reduction2009

    • Author(s)
      E.Gonzales, S.Mabu, K.Taboada, K.Shimada K.Hirasawa
    • Organizer
      IEEE Congress on Evolutionary Computation 2009, pp.3249-3255
    • Year and Date
      20090518-20090521

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Published: 2012-02-13   Modified: 2016-04-21  

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