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HETEROGENEOUS INTERACTIONS, AGENTS RECOGNITIONS, AND SOCIO-DYNAMIC ORDER FORMATION

Research Project

Project/Area Number 18510134
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Social systems engineering/Safety system
Research InstitutionChuo University

Principal Investigator

ARUKA Yuji  Chuo University, Faculty Of Commerce, Professor (40137857)

Co-Investigator(Kenkyū-buntansha) EGASHIRA Susumu  Otaru Univsrsity Of Commerce, Faculty Of Commerce, Professor (80292077)
HASHIMOTO Takashi  Japan Advanced Institute Of Science And Technology, School Of Knowledge Science, Associate Professor (90313709)
AKIYAMA Eizo  Tsukuba University, Graduate School Of Systems And Information Engineering, Associate Professor (40317300)
KOYAMA Yuhsuke  Tokyo Institute Of Technology, Interdisciplinary Graduate School Of Scienre And Engineering, Assistant Professor (80345371)
Project Period (FY) 2006 – 2007
Project Status Completed (Fiscal Year 2007)
Budget Amount *help
¥4,120,000 (Direct Cost: ¥3,700,000、Indirect Cost: ¥420,000)
Fiscal Year 2007: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Fiscal Year 2006: ¥2,300,000 (Direct Cost: ¥2,300,000)
KeywordsMoral Science / Heterogeneous Interacting Agent / History of Evolutionary Economics / U-Mart System / Evolution / Reciprocity / Agent with Cognitive Framework / Theory of Social Dynamics / ソシオダイナミクス / 認識場 / 状態遷移 / 確率過程 / 確率分割 / 秩序形成 / エージェントシミュレーション / 離散的効用関数
Research Abstract

Long-tails often are observed in various aspects of the present society and economy. If we should try to capture such a social phenomenon in the theory of social dynamics, we should focus on heterogeneous agents and a set of agents with various cognitive frameworks. In the cognitive filed, each agent may have a scope of revising his and/or the socio rules. We thus are interested in the agents having internal dynamics. In our context, we have the four parts of our present research. Part I : Evolutionary Economics with Heterogeneous Interacting Agents(See Y.Aruka, S. Egashiara, Y. Koyama's articles) ; Part II : Artificial Intelligent Market with Heterogeneous Interacting Agents(See Y.Aruka, S. Hashimoto's articles) ; Part III : Evolutionary Games and Their Memory Formations(See E. Akiyama's articles) ; Part N : The Information Communication Structure in the Agent -Based Modelling with Cognitive Frameworks(See T. Hashimoto, S. Egashira's articles).
In Part I, we argued that it did not hold … More the consistency of economic rationalities in view of moral science and complex system, and a new moral code will urgently be needed in view of heterogeneous interacting agents, and such analysis could be reinforced by the historical approach of evolutionary economics. While a so-called multi-agent based simulation, by itself, does not necessarily achieve its own definite result in the theory of social dynamics. In Part II, the theory of market is argued by means of U-Mart System(=AI-Simulator). A serial trade of the market exchange can be analyzed in terms of multi-nomial logit model. Moreover, any trade will be much influenced by the set institutional settings of the market exchange. In Part III, we argue "dynamical systems game" in which players are described as dynamical systems that autonomously adjust their strategy parameters though mutual interactions. In this settings, we argued some evolutionary processes of reciprocity among players. In Part IV, we regard individuals in a society as cognitive agents having internal dynamics. In this circumstance, we developed the theory of social dynamics, and suggested a new approach for Heterogeneous Interactions, Agents Recognitions, And Socio-Dynamic Order Formation Less

Report

(3 results)
  • 2007 Annual Research Report   Final Research Report Summary
  • 2006 Annual Research Report
  • Research Products

    (63 results)

All 2008 2007 2006

All Journal Article (46 results) (of which Peer Reviewed: 16 results) Presentation (14 results) Book (3 results)

  • [Journal Article] The Evolution of Moral Science:Economic Rationality in the Complex Social System2008

    • Author(s)
      Aruka, Yuji
    • Journal Title

      Evolutionary and Institutional Economics Review 4(2)

      Pages: 217-237

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] 人工知能市場と異質的エージェントの相互作用-基礎的モデリングー2008

    • Author(s)
      有賀 裕二
    • Journal Title

      企業研究(中央大学企業研究所) 12

      Pages: 1-22

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Evolutionary Constructive Approach for Studying Dynamic Complex Systems2008

    • Author(s)
      Takashi Hashimoto, et. al.
    • Journal Title

      Recent Advances in Modelling and Studying Simulation

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Evolutionary stability of first-order-information indirect reciprocity in sizable groups2008

    • Author(s)
      Suzuki, S and Akiyama, Eizo
    • Journal Title

      Theoretical Population Biology

    • NAID

      120007138816

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Three-person game facilitates indirect reciprocity under image scoring2008

    • Author(s)
      Suzuki, Shinsuke and Akiyama, Eizo
    • Journal Title

      Journal of Theoretical Biology 249

      Pages: 93-100

    • NAID

      120007139069

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] The Evolution of Moral Science : Economic Rationality in the Complex Social System2008

    • Author(s)
      Aruka, Yuji
    • Journal Title

      Evolutionary and Institutional Economics Review 4(2)

      Pages: 217-237

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Evolutionary Constructive Approach for Dynamic Complex Systems2008

    • Author(s)
      Takashi, Hashimoto, et. al.
    • Journal Title

      Recent Advances in Modelling and Studying Simulation (in press)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Evolutionary stability of first-order -information indirect reciprocity in sizable groups2008

    • Author(s)
      Suzuki, S, Akiyama, Eizo
    • Journal Title

      Theoretical Population Biology (in press)

    • NAID

      120007138816

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Three-person game facilitates indirect reciprocity under image scoring2008

    • Author(s)
      Suzuki, Shinsuke, Akiyama, Eizo
    • Journal Title

      Journal of Theoretical Biology 249

      Pages: 93-100

    • NAID

      120007139069

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Artificial Market Experiments With The U-Mart System2008

    • Author(s)
      Koyama, Yuhsuke, et. al.
    • Journal Title

      Springer 161

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] The Evolution of Moral Science:Economic Rationality in the Complex Social System2008

    • Author(s)
      Aruka, Y.
    • Journal Title

      Evolutionary and Institutional Economics Review 4(2)

      Pages: 217-237

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 人工知能市場と異質的エージェントの相互作用-基礎的モデリング-2008

    • Author(s)
      有賀 裕二
    • Journal Title

      企業研究(中央大学企業研究所) 12

      Pages: 1-22

    • Related Report
      2007 Annual Research Report
  • [Journal Article] Evolutionary Constructive Approach for Studying Dynamic Complex Systems2008

    • Author(s)
      Takashi Hashimoto, et. al.
    • Journal Title

      Recent Advances in Modelling and Simulation (印刷中)

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Dynamics of Coupled Players and the Evolution of Synchronous Cooper ation-Dynamical Systems Games as General Frame for Systems Inter-Relationship2008

    • Author(s)
      Akiyama, E.
    • Journal Title

      Physics of Emergence and Organization(eds.Ignazio Licata) (to appear)

    • Related Report
      2007 Annual Research Report
  • [Journal Article] Evolutionary stability of first-order-information indirect reciprocity in sizable groups2008

    • Author(s)
      Suzuki, S and Akivama, E.
    • Journal Title

      Theoretical Population Biology (In press)

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Three-person game facilitates indirect reciprocity under image scoring2008

    • Author(s)
      Suzuki, S and Akiyama, E.
    • Journal Title

      Journal of Theoretical Biology 249

      Pages: 93-100

    • NAID

      120007139069

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] The Moral Science of Heterogeneous Economic Interaction in the Face of Complexity2007

    • Author(s)
      Aruka, Yuji
    • Journal Title

      Theodor Leiber(Hg.)Dynamisches Denken and Handeln Philosophie and Wissenschaft in einer komplexen Welt, S.Hirzel Verlag Stuttgart

      Pages: 171-183

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Evolution der Sittenlehre ueber Wirtschaftliche Rationalitaet im kompli-xeten Sozial System2007

    • Author(s)
      Aruka, Yuji
    • Journal Title

      Symposium zur Gruendung eienr Deutsch-Japani-schen Akademie fuer integrative Wissenschaft 3

      Pages: 103-140

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] 異質的相互作用エージェントの功利主義とモラル・サイエンスの進化2007

    • Author(s)
      有賀 裕二
    • Journal Title

      西川潤他編『社会科学を再構築する』明石書店

      Pages: 464-482

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] The knowledge management strategy and the formation of innovative networks in emerging industries2007

    • Author(s)
      Sawabe, Norio and Egashira, Susumu
    • Journal Title

      Journal of Evolutionary Economics 17(3)

      Pages: 277-298

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Learning and transition of symbols:towards a dynamical model of a symbolic individual2007

    • Author(s)
      Takashi Hashimoto and Akira Masumi
    • Journal Title

      Lyon, C., Nehaniv, C.L., Cangelosi, A(eds.), Emergente of Communication and Language, Springer

      Pages: 223-236

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Dynamics of Coupled Players and the Evolution of Synchronous Cooperation -Dynamical Systems Games as General Frame for Systems Inter-Relationship2007

    • Author(s)
      Akiyama, Eizo
    • Journal Title

      Electronic Journal of Theoretical Physics(EJTP) 4-16

      Pages: 303-318

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Evolution of indirect reciprocity in groups of various sizes and comparison with direct reciprocity2007

    • Author(s)
      Suzuki, Shinsuke and Akiyama, Eizo
    • Journal Title

      Journal of Theoretical Biology 245

      Pages: 539-552

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Bias from random exit behavior:based on estimation with a dummy variable2007

    • Author(s)
      藤山 英樹, 小林 循, 小山 友介, 大浦 宏邦
    • Journal Title

      獨協経済 84

      Pages: 95-101

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Annual Research Report 2007 Final Research Report Summary
  • [Journal Article] U-Martヒューマン実験から得られるもの2007

    • Author(s)
      小山 友介
    • Journal Title

      企業研究(中央大学企業研究所) 12

      Pages: 23-40

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] The Moral Science of Heterogeneous Economic Interaction in the Face of Complexity2007

    • Author(s)
      Aruka, Yuji
    • Journal Title

      Theodor Leiber(Hg.)Dynamisches Denken and Handeln Philosophie and Wissenschaft in einer komplexen Welt, S. Hirzel verlag Stuttgart

      Pages: 171-183

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] The knowledge management strategy and the formation of innovative networks in emerging industries2007

    • Author(s)
      Sawabe, Norio., Egashira, Susumu
    • Journal Title

      Journal of Evolutionary Economics 17(3)

      Pages: 277-298

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Learning and transition of symbols : towards a dynamical model of a symbolic individual2007

    • Author(s)
      Takashi, Hashimoto, Akira, Masumi
    • Journal Title

      mergence of Communication and Language Springer

      Pages: 223-236

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Dynamics of Coupled Players and the Evolution of Synchronous Cooperation - Dynamical Systems Games as General Frame for Systems Inter-Relationship2007

    • Author(s)
      Akiyama, Eizo
    • Journal Title

      Electronic Journal of Theoretical Physics(EJTP) 4(16)

      Pages: 303-318

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Evolution of indirect reciprocity in groups of various sizes and comparison with direct reciprocity2007

    • Author(s)
      Suzuki, Shinsuke, Akiyama, Eizo
    • Journal Title

      Journal of Theoretical Biology 245

      Pages: 539-552

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] The Moral Science of Heterogeneous Economic Interaction in the Face of Complexity (記念論文集招待)2007

    • Author(s)
      Aruka, Y.
    • Journal Title

      Theodor Leiber(Hg.)Dynamisches Denken und Handeln Philosophie und Wissenschaft in einer komplexen Welt, S.Hirzel Verlag Stuttgart

      Pages: 171-183

    • Related Report
      2007 Annual Research Report
  • [Journal Article] Evolution der Sittenlehre ueber Wirtschaftliche Rationalitaet im kompli-xeten Sozial System,(招待講演用論文)2007

    • Author(s)
      Aruka, Y.
    • Journal Title

      Symposium zur Gruendung eienr Deutsch-Japani-schen Akademie fuer integrative Wissenschaft 3

      Pages: 103-140

    • Related Report
      2007 Annual Research Report
  • [Journal Article] The knowledge management strategy and the formation of innovative networks in emerging industries2007

    • Author(s)
      Sawabe, N. and Egashira, S.
    • Journal Title

      Journal of Evolutionary Economics 17(3)

      Pages: 277-298

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] U-Martヒューマン実験から得られるもの(特集号招待)2007

    • Author(s)
      小山 友介
    • Journal Title

      企業研究(中央大学企業研究所) 12

      Pages: 23-40

    • Related Report
      2007 Annual Research Report
  • [Journal Article] 異質的相互作用エージェントの功利主義とモラル・サイエンスの進化2007

    • Author(s)
      有賀裕二
    • Journal Title

      社会科学を再構築する(西川潤他編)(明石書店)

      Pages: 464-482

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Learning and transition of symbols : towards a dynamical model of a symbolic individual2007

    • Author(s)
      Takashi Hashimoto, Akira Masumi
    • Journal Title

      Emergence of Communication and Language

      Pages: 223-236

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Evolutiona of indirect reciprocity in groups of various sizes and comparison with direct reciprocity2007

    • Author(s)
      Shinsuke Suzuki, Eizo Akiyama
    • Journal Title

      Journal of Theoretical Biology 245・3

      Pages: 539-552

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Using U-Mart System for the lecture of economics2007

    • Author(s)
      Yuhsuke KOYAMA
    • Journal Title

      Agent-Based Approaches in Economic and Social System IV 3

      Pages: 1-8

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Carnot Process of Wealth Distribution2006

    • Author(s)
      Jurgen Mimkes and Yuji Aruka
    • Journal Title

      Chatterjee, Arnab, et. al., Econophysics of Wealth Distributions:Econophys-Kolkata I, Springer

      Pages: 61-69

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] A Present Appreciation of Evolutionary Economics2006

    • Author(s)
      Susumu Egashira
    • Journal Title

      Evolutionary and Institutional Economics Review 3(1)

      Pages: 47-70

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Evolutionary linguistics and evolutionary economics2006

    • Author(s)
      Takashi Hashimoto
    • Journal Title

      Evolutionary and Institutional Economics Review 3(1)

      Pages: 27-46

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary 2006 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Carnot Process of Wealth Distribution2006

    • Author(s)
      Jurgen, Mimkes, Yuji, Aruka
    • Journal Title

      Chatterjee, Arnab et.al., Econophysics of Wealth Distributions : Econophys-Kolkata I, Springer

      Pages: 61-69

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] A Present Appreciation of Evolutionary Economics2006

    • Author(s)
      Susumu, Egashira
    • Journal Title

      Evolutionary and Institutional Economics Review 3(1)

      Pages: 47-70

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Evolutionary linguistics and evolutionary economics2006

    • Author(s)
      Takashi, Hashimoto
    • Journal Title

      Evolutionary and Institutional Economics Review 3(1)

      Pages: 27-46

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Carnot Process of Wealth Distribution2006

    • Author(s)
      Juergen Mimkes, Yuji Aruka
    • Journal Title

      Chatterjee, Arnab et.al., Econophysics of Wealth Distributions : Econophys-Kolkata I, Springer

      Pages: 61-69

    • Related Report
      2006 Annual Research Report
  • [Journal Article] A Present Appreciation of Evolutionary Economics2006

    • Author(s)
      Susumu Egashira
    • Journal Title

      Evolutionary and Institutional Economics Review

      Pages: 47-70

    • Related Report
      2006 Annual Research Report
  • [Presentation] Non-self averaging of Avatamsaka Game with Different Forces2008

    • Author(s)
      Aruka, Yuji.and Akiyama, Eizo
    • Organizer
      3rd International Nonlinear Science Conference
    • Place of Presentation
      中央大学
    • Year and Date
      2008-03-14
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Two Person Negotiation Game with Small Communication2008

    • Author(s)
      Egashira, Susumu and Akiyama, Eizo
    • Organizer
      3rd International Nonlinear Science Conference
    • Place of Presentation
      中央大学
    • Year and Date
      2008-03-14
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Annual Research Report 2007 Final Research Report Summary
  • [Presentation] Learning Games2008

    • Author(s)
      Akiyama, Eizo
    • Organizer
      3rd International Nonlinear Science Conference
    • Place of Presentation
      中央大学
    • Year and Date
      2008-03-14
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Annual Research Report 2007 Final Research Report Summary
  • [Presentation] Non-self averaging of Avatamsaka Game with Different Forces2008

    • Author(s)
      Aruka, Yuji., Akiyama, Eizo
    • Organizer
      3rd International Nonlinear Science Conference
    • Place of Presentation
      Chuo Univ
    • Year and Date
      2008-03-14
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Two Person Negotiation Game with Small Communication2008

    • Author(s)
      Egashira, Susumu., Akiyama, Eizo
    • Organizer
      3rd International Nonlinear Science Conference
    • Place of Presentation
      Chuo Univ
    • Year and Date
      2008-03-14
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Learning Games2008

    • Author(s)
      Akiyama, Eizo
    • Organizer
      3rd International Nonlinear Science Conference
    • Place of Presentation
      Chuo Univ
    • Year and Date
      2008-03-14
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Non-self averaging of Avatamsaka Game with different forces2008

    • Author(s)
      Aruka, Y.
    • Organizer
      3rd International Nonlinear Science Conference
    • Place of Presentation
      中央大学
    • Year and Date
      2008-03-14
    • Related Report
      2007 Annual Research Report
  • [Presentation] Three undecomposabilities and constructive approach in complex systems2007

    • Author(s)
      Takashi Hashimoto
    • Organizer
      European Conference on Complex Systems
    • Place of Presentation
      Dresden University of Technology,Germany
    • Year and Date
      2007-10-02
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Annual Research Report 2007 Final Research Report Summary
  • [Presentation] Three undecomposabilities and constructive approach in complex systems2007

    • Author(s)
      Takashi, Hashimoto
    • Organizer
      European Conference on Complex Systems
    • Place of Presentation
      Dresden University of Technology
    • Year and Date
      2007-10-02
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] The Evolution of Moral Science:Economic Rationality in the Complex Social System2007

    • Author(s)
      Aruka, Yuji
    • Organizer
      Society for Chaos Theolry in Psychology&Life Sciences(SCTPLS)
    • Place of Presentation
      Chapman University,Orange,California,USA
    • Year and Date
      2007-07-28
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] The Evolution of Moral Science : Economic Rationality in the Complex Social System2007

    • Author(s)
      Aruka, Yuji
    • Organizer
      Society for Chaos Theory in Psychology & Life Sciences
    • Place of Presentation
      Chapman Univ
    • Year and Date
      2007-07-28
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] The Evolution of Moral Science:Economic Rationality in the Complex Social System2007

    • Author(s)
      Aruka, Y. and Akiyama, E.
    • Organizer
      Society for Chaos Theory in Psychology & Life Sciences(SCTPLS)
    • Place of Presentation
      Chapman University,Orange,California,USA
    • Year and Date
      2007-07-28
    • Related Report
      2007 Annual Research Report
  • [Presentation] An Evolutionary Theory of Utility for Heterogeneous Interaction and Coordination2007

    • Author(s)
      Aruka, Yuji
    • Organizer
      Economic Science with Heterogeneous Interacting Agents
    • Place of Presentation
      George Mason Univ
    • Year and Date
      2007-07-19
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] An Evolutionary Theory of Utility for Heterogeneous Interaction and Coordination2007

    • Author(s)
      Aruka, Yuji
    • Organizer
      Economic Science with Heterogeneous Interacting Agents(ESHIA)
    • Place of Presentation
      George Mason University,Fairfax VA,USA
    • Year and Date
      2007-06-19
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Annual Research Report 2007 Final Research Report Summary
  • [Book] Artificial Market Experiments With The U-Mart System2008

    • Author(s)
      Shiozawa, Y., Koyama, Y., et. al.
    • Total Pages
      161
    • Publisher
      Springer
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Annual Research Report 2007 Final Research Report Summary
  • [Book] ソシオダイナミクス2007

    • Author(s)
      ワイドリッヒ著, 有賀 裕二監訳
    • Total Pages
      384
    • Publisher
      森北出版
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Book] ソシオダイナミクス2007

    • Author(s)
      ワイド リッヒ著・有賀 裕二監訳
    • Total Pages
      384
    • Publisher
      森北出版r
    • Related Report
      2007 Annual Research Report

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Published: 2006-04-01   Modified: 2016-04-21  

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