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2013 Fiscal Year Final Research Report

An inclusive study of Bellman equation in dynamic programming and applications to mathematical economics

Research Project

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Project/Area Number 22540144
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field General mathematics (including Probability theory/Statistical mathematics)
Research InstitutionKyushu University

Principal Investigator

IWAMOTO Seiichi  九州大学, 経済学研究科(研究院), 名誉教授 (90037284)

Project Period (FY) 2010-04-01 – 2014-03-31
Keywords動的計画法 / ベルマン方程式 / 双対方程式 / 双対最適化問題 / 動的双対
Research Abstract

This research investigates an analytic solution of Bellman equation in dynamic programming and applies it to mathematical economics. The Bellman equation governs an optimal behavior of an asssociated dynamic optimization problem. A desired optimal solution of the optimization problem is characterized through optimal solution of the Bellman equation, which consists of a pair of optimal policy and optimal value function. We derive a dual equation from a given (primal) Bellman euation, which yields a dual dynamic optimization problem of a given (primal) problem. Optimal solutions of the two problems are obtained by solving the corresponding Bellman equations. The dual theory is applied to economic growth model in economic dynamics.

  • Research Products

    (17 results)

All 2014 2013 2012 2011 2010

All Journal Article (10 results) (of which Peer Reviewed: 2 results) Presentation (6 results) Book (1 results)

  • [Journal Article] 主双対「ダ・ヴィンチ・コード」2014

    • Author(s)
      岩本誠一、木村寛、藤田敏治
    • Journal Title

      オペレーションズ・リサーチ

      Volume: Vol.59, No.7(掲載決定)

    • Peer Reviewed
  • [Journal Article] ドモアブルが求めた生起継続の確率計算と動的計画法, 「不確実性の下での数理的意思決定の理論と応用」2014

    • Author(s)
      岩本誠一、木村寛、安田正実
    • Journal Title

      京大数理研講究録

      Volume: (掲載決定)

  • [Journal Article] 黄金最適化問題の双対化---不等式による---、「不確実性の下での数理的意思決定の理論と応用」2014

    • Author(s)
      岩本誠一、木村寛、藤田敏治
    • Journal Title

      京大数理研講究録

      Volume: (掲載決定)

  • [Journal Article] ラグランジュ関数のフィボナッチ鞍点、「不確実・不確定環境下における数理的意思決定とその周辺」2012

    • Author(s)
      岩本誠一、木村寛、藤田敏治
    • Journal Title

      京大数理研講究録

      Volume: 1802 Pages: 50-56

  • [Journal Article] 交互ダ・ヴィンチ・コード642011

    • Author(s)
      岩本誠一、木村寛
    • Journal Title

      経済学研究(九大経済学会)

      Volume: 第78巻1号 Pages: 1-26

  • [Journal Article] The alternately Fibonacci complementary duality in quadratic optimization problem2011

    • Author(s)
      S. Iwamoto, Y. Kimura
    • Journal Title

      Journal of Nonlinear Analysis and Optimization

      Volume: Vol.2, No.1 Pages: 93-103

    • URL

      http://www.sci.nu.ac.th/jnao

    • Peer Reviewed
  • [Journal Article] 最適経路─フィボナッチから黄金へ─、「不確実性下における意思決定問題」2011

    • Author(s)
      岩本誠一
    • Journal Title

      京大数理研講究録

      Volume: 1734 Pages: 196-204

  • [Journal Article] 2次計画における交互フィボナッチ経路、「非線形解析学と凸解析学の研究」2011

    • Author(s)
      岩本誠一、木村寛
    • Journal Title

      京大数理研講究録

      Volume: 1755 Pages: 152-159

  • [Journal Article] フィボナッチ分割─逐次型─2010

    • Author(s)
      岩本誠一
    • Journal Title

      経済学研究(九大経済学会)

      Volume: 第77巻2・3号 Pages: 1-34

  • [Journal Article] ダ・ヴィンチ・コード642010

    • Author(s)
      岩本誠一、吉良知文、植野貴之
    • Journal Title

      経済学研究(九大経済学会)

      Volume: 第77巻1号 Pages: 1-25

  • [Presentation] ベルマンの多段配分過程:その双対(R. Bellman, Dynamic Programming, Chap1, A multi-stage allocation process : its dual)2013

    • Author(s)
      岩本誠一、木村寛、植野貴之、藤田敏治
    • Organizer
      第56回自動制御連合講演会
    • Place of Presentation
      新潟大学・工学部
    • Year and Date
      20131116-17
  • [Presentation] Primal-dual inequalities through conjugate function2013

    • Author(s)
      S. Iwamoto, Y. Kimura, and T. Fujita
    • Organizer
      The Eighth International Conference on Nonlinear Analysis and Convex Analysis (NACA13)
    • Place of Presentation
      Hirosaki University, Hirosaki , Japan
    • Year and Date
      20130802-06
  • [Presentation] Bellman's allocation process --- conjugate dual ---2013

    • Author(s)
      T. Ueno, and S. Iwamoto
    • Organizer
      The 26-th EURO - INFORMS Joint International Conference : Sapienza University of Rome
    • Place of Presentation
      Italy
    • Year and Date
      20130701-04
  • [Presentation] Two Golden Duals --- Complementary and Shift ---2013

    • Author(s)
      S. Iwamoto, Y. Kimura, and T. Fujita
    • Organizer
      The 26-th EURO - INFORMS Joint International Conference : Sapienza University of Rome
    • Place of Presentation
      Italy
    • Year and Date
      20130701-04
  • [Presentation] A Golden Complementary Duality in Quadratic Optimization Problem2012

    • Author(s)
      S. Iwamoto, Y. Kimura, and T. Fujita
    • Organizer
      The Third Asian Conference on Nonlinear Analysis and Optimization (NAO-Asia 2012)
    • Place of Presentation
      Kunibiki Messe, Matsue, Japan
    • Year and Date
      20120902-06
  • [Presentation] Continuous-time deterministic/stochastic dynamic optimization --- evaluation-optimization versus Bellman equation ---2011

    • Author(s)
      S. Iwamoto
    • Organizer
      The Nineteenth Triennial Conference of the International Federation of Operational Research Societies (IFORS2011)
    • Place of Presentation
      Melbourne Convention and Exhibition Centre, Melbourne, Australia
    • Year and Date
      20110710-15
  • [Book] 「最適化の数理IIベルマン方程式」、数理経済学叢書52013

    • Author(s)
      岩本誠一
    • Total Pages
      449
    • Publisher
      知泉書館

URL: 

Published: 2015-07-16  

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