H. Deguchi

Economics as an Agent-Based Complex System (eBook, PDF)

Toward Agent-Based Social Systems Sciences

• Format: PDF

Produktbeschreibung

In agent-based modeling the focus is very much on agent-based simulation, as simulation is a very important tool for agent-based modeling. We also use agent-based simulation in this book with a stress on the mathematical foundation of agent-based modeling. We introduce two original mathematical frameworks, a theory of SLD (Social Learning Dynamics) and an axiomatic theory of economic exchange (Exchange Algebra) among agents. Exchange algebra gives bottom-up reconstruction of SNA (System of National Accountings). SLD provides the concept of indirect control of socio-economic systems to manage structural change and its stability. We also compare agent-based simulation with gaming simulation and investigate the epistemological foundation of agent-based modeling.

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Produktdetails

• Verlag: Springer Japan
• Seitenzahl: 261
• Erscheinungstermin: 28. Juni 2011
• Englisch
• ISBN-13: 9784431539575
• Artikelnr.: 44180856

Autorenporträt

Hiroshi Deguchi, Tokyo Institute of Technology, Tokyo, Japan

Inhaltsangabe

Preface.- Systems Description and Models in Economics.- Mathematical Research of Evolution and Structural Change - Social Learning Dynamics and Its Bifurcation.- A Social and Organizational Learning Model of Decision Making - Application of SLD and Agent Based Simulation.- The Tragedy of the Commons and Its Agent Based and Gaming Modeling.- State Space Complexity and Exchange Algebra.- The National Economic Field and Algebraic Reconstruction of SNA.- Gaming Simulation and the Dynamics of a Virtual Economy.- Network Oriented Industrial Structures.- Learning Dynamics in Platform Externality.- References and Notes.