Artificial Economics [electronic resource] : The Generative Method in Economics

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Tác giả: Hernández Cesáreo., López-Paredes Adolfo., Marta Posada

Ngôn ngữ:

ISBN-13: 978-3642029561

Ký hiệu phân loại: 330.9 Economic situation and conditions

Thông tin xuất bản: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2009.

Mô tả vật lý: XXIV, 268 p. 70 illus. , online resource.

Bộ sưu tập: Tài liệu truy cập mở

ID: 300082

Simulation is used in economics to solve large econometric models, for large-scale micro simulations, and to obtain numerical solutions for policy design in top-down established models. But these applications fail to take advantage of the methods offered by artificial economics (AE) through artificial intelligence and distributed computing. AE is a bottom-up and generative approach of agent-based modelling developed to get a deeper insight into the complexity of economics. AE can be viewed as a very elegant and general class of modelling techniques that generalize numerical economics, mathematical programming and micro simulation approaches. The papers presented in this book address methodological questions and applications of AE to macroeconomics, industrial organization, information and learning, market dynamics, finance and financial markets.
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