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

Research Project

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
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥3,900,000 (Direct Cost: ¥3,000,000、Indirect Cost: ¥900,000)
Fiscal Year 2013: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2012: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2011: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2010: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
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 / フェンシェル双対 / フィボナッチ双対 / 黄金双対 / フィボナッチ最適 / 黄金最適 / パラメトリック計画 / 分数計画 / フィボナナッチ双対 / オイラー方程式 / 変分法 / 不等式による接近 / フィボナッチ相補双対 / 黄金シフト双対 / 黄金最適政策 / マックス関数方程式 / 零和解 / 単位積解 / 黄金経路 / フィボナッチ経路
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.

Report

(5 results)
  • 2013 Annual Research Report   Final Research Report ( PDF )
  • 2012 Annual Research Report
  • 2011 Annual Research Report
  • 2010 Annual Research Report
  • Research Products

    (41 results)

All 2014 2013 2012 2011 2010

All Journal Article (22 results) (of which Peer Reviewed: 3 results) Presentation (16 results) (of which Invited: 2 results) Book (3 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)

    • Related Report
      2013 Final Research Report
    • 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)

    • Related Report
      2013 Final Research Report
  • [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)

    • Related Report
      2013 Final Research Report
  • [Journal Article] ヤングの不等式による動的双対2014

    • Author(s)
      岩本 誠一
    • Journal Title

      京大数理研講究録

      Volume: 未定

    • Related Report
      2013 Annual Research Report
  • [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2014

    • Author(s)
      岩本 誠一
    • Journal Title

      京大数理研講究録

      Volume: 未定

    • Related Report
      2013 Annual Research Report
  • [Journal Article] Continuous-time linear-quadratic dynamic optimization --- evaluation/optimization and Bellman equation ---2013

    • Author(s)
      Seiichi Iwamoto
    • Journal Title

      京大数理研講究録

      Volume: 未定

    • Related Report
      2013 Annual Research Report 2012 Annual Research Report
  • [Journal Article] 黄金最適化問題の双対化--- 不等式による ---2013

    • Author(s)
      岩本 誠一
    • Journal Title

      京大数理研講究録

      Volume: 1864 Pages: 82-89

    • Related Report
      2013 Annual Research Report 2012 Annual Research Report
  • [Journal Article] ベルマンの多段配分過程:その双対2013

    • Author(s)
      岩本 誠一
    • Journal Title

      第56回自動制御連合講演論文集

      Volume: 56 Pages: 574-579

    • Related Report
      2013 Annual Research Report
  • [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

    • NAID

      110009456501

    • Related Report
      2013 Final Research Report
  • [Journal Article] ラグランジュ関数のフィボナッチ鞍点2012

    • Author(s)
      岩本 誠一
    • Journal Title

      京大数理研講究録

      Volume: 1802 Pages: 50-56

    • Related Report
      2012 Annual Research Report
  • [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

    • NAID

      40018940344

    • Related Report
      2013 Final Research Report
  • [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

    • Related Report
      2013 Final Research Report
    • 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

    • Related Report
      2013 Final Research Report
  • [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

    • Related Report
      2013 Final Research Report
  • [Journal Article] 最適経路-フィボナッチから黄金へ-2011

    • Author(s)
      岩本誠一
    • Journal Title

      京大数理研講究録

      Volume: 1734 Pages: 196-204

    • Related Report
      2011 Annual Research Report
  • [Journal Article] 2次計画における交互フィボナッチ経路2011

    • Author(s)
      岩本誠一, 他
    • Journal Title

      京大数理研講究録

      Volume: 1755 Pages: 152-159

    • Related Report
      2011 Annual Research Report
  • [Journal Article] 交互ダ・ヴィンチ・コード642011

    • Author(s)
      岩本誠一, 他
    • Journal Title

      経済学研究(九大経済学会)

      Volume: 78-1 Pages: 1-26

    • NAID

      40018940344

    • Related Report
      2011 Annual Research Report
  • [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: 2-1 Pages: 93-103

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [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

    • NAID

      120002646788

    • Related Report
      2013 Final Research Report
  • [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

    • Related Report
      2013 Final Research Report
  • [Journal Article] ダ・ヴィンチ・コード642010

    • Author(s)
      岩本誠一, 他
    • Journal Title

      経済学研究(九大経済学会)

      Volume: 77-1 Pages: 1-15

    • Related Report
      2010 Annual Research Report
  • [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: 77-2/3 Pages: 1-34

    • NAID

      120002646788

    • Related Report
      2010 Annual Research Report
  • [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
    • Related Report
      2013 Final Research Report
  • [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
    • Related Report
      2013 Final Research Report
  • [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
    • Related Report
      2013 Final Research Report
  • [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
    • Related Report
      2013 Final Research Report
  • [Presentation] Two Golden Duals --- Complementarity and Shift ---2013

    • Author(s)
      Yutaka Kimura
    • Organizer
      The 26-th EURO - INFORMS Joint International Conference
    • Place of Presentation
      Rome, Italy
    • Related Report
      2013 Annual Research Report
    • Invited
  • [Presentation] Bellman's allocation process --- conjugate dual ---2013

    • Author(s)
      Takayuki Ueno
    • Organizer
      The 26-th EURO - INFORMS Joint International Conference
    • Place of Presentation
      Rome, Italy
    • Related Report
      2013 Annual Research Report
    • Invited
  • [Presentation] Primal-dual inequalities through conjugate function2013

    • Author(s)
      Seiichi Iwamoto
    • Organizer
      The Eighth International Conference on Nonlinear Analysis and Convex Analysis (NACA13)
    • Place of Presentation
      Hirosaki, Japan
    • Related Report
      2013 Annual Research Report
  • [Presentation] Complementary Versus Shift Dualities2013

    • Author(s)
      Yutaka Kimura
    • Organizer
      The International Conference on Nonlinear Analysis and Optimization (ICNAO2013)
    • Place of Presentation
      Taiwan R.O.C.(高雄 台湾)
    • Related Report
      2013 Annual Research Report
  • [Presentation] 双対の始まりは?2013

    • Author(s)
      岩本 誠一
    • Organizer
      R学会研究部会「確率最適化モデルとその応用」研究会及びDP研究会「DP部会合同シンポジウム2013」
    • Place of Presentation
      長崎市
    • Related Report
      2013 Annual Research Report
  • [Presentation] Parametric fractional programming --- locus of extremum points ---2013

    • Author(s)
      岩本 誠一
    • Organizer
      日本数学会・統計数学分科会
    • Place of Presentation
      東京理科大学・神楽坂キャンパス
    • Related Report
      2012 Annual Research Report
  • [Presentation] 黄金最適解の双対性 --- 相加・相乗平均不等式 ---2013

    • Author(s)
      木村 寛
    • Organizer
      日本OR学会
    • Place of Presentation
      ウインクあいち(名古屋市)
    • Related Report
      2012 Annual Research Report
  • [Presentation] 2次計画における黄金シフト双対性2013

    • Author(s)
      木村 寛
    • Organizer
      日本OR学会
    • Place of Presentation
      東京大学・工学部
    • Related Report
      2012 Annual Research Report
  • [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
    • Related Report
      2013 Final Research Report
  • [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
    • Related Report
      2013 Final Research Report
  • [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, Australia
    • Related Report
      2011 Annual Research Report
  • [Presentation] The Alternate Fibonacci Complementary Duality in Quadratic Optimization Problem2010

    • Author(s)
      S.Iwamoto, Y.Kimura
    • Organizer
      The Second Asian Conference on Nonlinear Analysis and Optimization
    • Place of Presentation
      プーケット(タイ)
    • Year and Date
      2010-09-10
    • Related Report
      2010 Annual Research Report
  • [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
    • Related Report
      2013 Final Research Report
  • [Book] 最適化の数理IIベルマン方程式2013

    • Author(s)
      岩本 誠一
    • Total Pages
      451
    • Publisher
      知泉書館
    • Related Report
      2013 Annual Research Report
  • [Book] 最適化の数理 II ─ ベルマン方程式 ─2013

    • Author(s)
      岩本 誠一
    • Total Pages
      401
    • Publisher
      知泉書館
    • Related Report
      2012 Annual Research Report

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Published: 2010-08-23   Modified: 2019-07-29  

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