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Improvements of the target solution method and its application to social sciences

Research Project

Project/Area Number 24500026
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Fundamental theory of informatics
Research InstitutionKansai University

Principal Investigator

NAKAGAWA Yuji  関西大学, 総合情報学部, 教授 (60141925)

Co-Investigator(Renkei-kenkyūsha) DAN Hiroshige  関西大学, 環境都市工学部, 助教 (30434822)
IGAKI Nobuko  関西学院大学, 総合政策学部, 教授 (40151253)
ONO Akinori  慶応義塾大学, 商学部, 教授 (20296742)
ISADA Yuriko  関西学院大学, 総合政策学部, 准教授 (00351867)
Project Period (FY) 2012-04-01 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥5,200,000 (Direct Cost: ¥4,000,000、Indirect Cost: ¥1,200,000)
Fiscal Year 2014: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2013: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Fiscal Year 2012: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Keywords離散最適化 / 非凸最適化 / 経営科学 / 金融工学 / ゲノム科学 / Management Science / ゲノム科学研究 / 国際情報交換 米国 / 国際情報交換 ニュージーランド
Outline of Final Research Achievements

In the field of management science, INFORMS Management Science (MS) is the academic journal of the highest peak in the world. The Nakagawa et al. paper of a new method on discrete optimization has been published in MS (Vol. 3, 2014). The previous Japanese researcher in the field of optimization of MS is 40 years ago. Since the present discrete optimization method can solve non-convex problems easily, the method challenges to overcome difficult problem in financial engineering and genome science, which are called "curse of dimensionality" and "missing heritability". We have obtained already outstanding results. These results suggest that the potential to significantly advance exist in the treatment of complex diseases such as high blood pressure, cancer, and schizophrenia.

Report

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

    (7 results)

All 2015 2014 2013 Other

All Journal Article (4 results) (of which Peer Reviewed: 1 results) Presentation (1 results) Book (1 results) Remarks (1 results)

  • [Journal Article] Entropy-based Optimization of Nonlinear Separable Discrete Decision Models2014

    • Author(s)
      Yuji Nakagawa, Ross J.W. James, Cesar Rego, Chanaka Edirisinghe
    • Journal Title

      Management Science

      Volume: 60 Issue: 3 Pages: 695-707

    • DOI

      10.1287/mnsc.2013.1772

    • Related Report
      2014 Annual Research Report 2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] 企業・社会におけるリスク分散と離散最適化2013

    • Author(s)
      仲川 勇二
    • Journal Title

      関西大学経済政治研究所『研究双書』

      Volume: Vol. 157 Pages: 205-224

    • Related Report
      2012 Research-status Report
  • [Journal Article] 社会・企業・個人のリスク分散と持続可能性 -最適化研究の立場から-2013

    • Author(s)
      仲川勇二
    • Journal Title

      関西大学経済政治研究所『セミナー年報2012』

      Volume: なし Pages: 59-68

    • NAID

      120005687829

    • Related Report
      2012 Research-status Report
  • [Journal Article] 多数目的非線形ナップザック問題の応用と可視化2013

    • Author(s)
      仲川勇二,ノーマン・D.クック,上島紳一,林武文,井浦崇
    • Journal Title

      関西大学総合情報学部紀要「情報研究」

      Volume: Vol. 38 Pages: 1-12

    • NAID

      120005687624

    • Related Report
      2012 Research-status Report
  • [Presentation] Non-convex Portfolio Optimization and Regression for Genome-wide2014

    • Author(s)
      Yuji Nakagawa
    • Organizer
      9th International Statistics Day Symposium(ISDS)
    • Place of Presentation
      Antalya Turkey
    • Year and Date
      2014-05-10 – 2014-05-14
    • Related Report
      2014 Annual Research Report
  • [Book] 東アジア経済・産業のダイナミクス2015

    • Author(s)
      佐々木信彰、佐々木保幸、本西泰三、劉 平、水野一郎、岡照二、施学昌、伊佐田文彦、徳山美津恵、仲川勇二
    • Total Pages
      244
    • Publisher
      関西大学
    • Related Report
      2014 Annual Research Report
  • [Remarks] 関西大学学術情報システム 総合情報学部 仲川勇二

    • URL

      http://gakujo.kansai-u.ac.jp/profile/ja/9f.befdb6w%27xnUf0f8%29bb7f7.html

    • Related Report
      2014 Annual Research Report

URL: 

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

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