Econophysics of Agent-Based Models

Econophysics of Agent-Based Models

Hiroyuki Kyan, Jun-ichi Inoue (auth.), Frédéric Abergel, Hideaki Aoyama, Bikas K. Chakrabarti, Anirban Chakraborti, Asim Ghosh (eds.)
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The primary goal of this book is to present the research findings and conclusions of physicists, economists, mathematicians and financial engineers working in the field of "Econophysics" who have undertaken agent-based modelling, comparison with empirical studies and related investigations.
Most standard economic models assume the existence of the representative agent, who is “perfectly rational” and applies the utility maximization principle when taking action. One reason for this is the desire to keep models mathematically tractable: no tools are available to economists for solving non-linear models of heterogeneous adaptive agents without explicit optimization. In contrast, multi-agent models, which originated from statistical physics considerations, allow us to go beyond the prototype theories of traditional economics involving the representative agent. This book is based on the Econophys-Kolkata VII Workshop, at which many such modelling efforts were presented. In the book, leading researchers in their fields report on their latest work, consider recent developments and review the contemporary literature.

Thể loại:
Năm:
2014
In lần thứ:
1
Nhà xuát bản:
Springer International Publishing
Ngôn ngữ:
english
Trang:
302
ISBN 10:
3319000233
ISBN 13:
9783319000237
Loạt:
New Economic Windows
File:
PDF, 5.48 MB
IPFS:
CID , CID Blake2b
english, 2014
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