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2013 Fiscal Year Final Research Report

The Study of Co-Evolutionary Computation by Species with Different Method of Searching Solution

Research Project

  • PDF
Project/Area Number 23700273
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Sensitivity informatics/Soft computing
Research InstitutionChuogakuin University

Principal Investigator

TAMURA Kenji  中央学院大学, 商学部, 准教授 (30367635)

Project Period (FY) 2011 – 2012
Keywordsハイブリッド / 共進化 / 遺伝的アルゴリズム / 分布推定アルゴリズム / 進化的計算
Research Abstract

Proposal method was applied to the general benchmark problem and its result indicates that proposal method can search solutions successfully compared to previous work. Also, I confirmed proposal method's effectiveness by applying the problem which have to search solution locally and globally for practical problem.
Moreover, I studied real world problems, agent control in video game and Protein Structure Prediction based on lattice Hydrophobic-Polar model. Especially, the result shows that proposed method can perform searching solution effectively in Protein Structure Prediction.

  • Research Products

    (7 results)

All 2013 2012 Other

All Journal Article (1 results) Presentation (5 results) Remarks (1 results)

  • [Journal Article] Development of Ghost Controller for Ms Pac-Man Versus Ghost Team with Grammatical Evolution2013

    • Author(s)
      Kenji Tamura and Takashi Torii
    • Journal Title

      Journal of Advanced Computational Intelligence and Intelligent Informatics

      Volume: No.6, Vol.17 Pages: 904-912

  • [Presentation] HP Model Protein Folding with Hybrid Algorithm using Genetic Algorithm and Estimation of Distribution Algorithm2013

    • Author(s)
      Kenji Tamura
    • Organizer
      The Second International Conference on Informatics Engineering & Information Science (ICIEIS2013)
    • Place of Presentation
      Kuala Lumpur, Malaysia
    • Year and Date
      20131112-14
  • [Presentation] Grammatical Evolution による Ghost Team 生成と訓練データの検討2013

    • Author(s)
      田村謙次, 鳥居隆司
    • Organizer
      平成25年電気学会全国大会
    • Place of Presentation
      名古屋大学
    • Year and Date
      20130320-22
  • [Presentation] Development of Ghost Controller for Ms Pac-Man Versus Ghost Team with Grammatical Evolution2012

    • Author(s)
      Kenji Tamura and Takashi Torii
    • Organizer
      The 16th Asia Pacific Symposium on Intelligent and evolutionary systems (IES2012)
    • Place of Presentation
      Kansai Seminar House, Kyoto, Japan
    • Year and Date
      20121212-14
  • [Presentation] Hybrid Algorithm Using Genetic Algorithm and EDA Introducing Partial Search2012

    • Author(s)
      田村謙次
    • Organizer
      The 7th IASTED International Conference on Advances in Computer Science and Engineering (ACSE 2012)
    • Place of Presentation
      Phuket, Thailand
    • Year and Date
      20120402-04
  • [Presentation] 遺伝的アルゴリズムと局所探索型分布推定アルゴリズムによるハイブリッド手法2012

    • Author(s)
      田村謙次
    • Organizer
      平成24年電気学会全国大会
    • Place of Presentation
      広島工業大学
    • Year and Date
      20120321-23
  • [Remarks]

    • URL

      https://sites.google.com/site/cguktamura/kaken20112013/

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Published: 2015-06-25  

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