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Agent-Based Modeling

The Santa Fe Institute Artificial Stock Market Model Revisited

Language EnglishEnglish
Book Paperback
Book Agent-Based Modeling Norman Ehrentreich
Libristo code: 01568946
Publishers Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, October 2007
This book reconciles the existence of technical trading with the Efficient Market Hypothesis. By ana... Full description
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This book reconciles the existence of technical trading with the Efficient Market Hypothesis. By analyzing a well-known agent-based model, the Santa Fe Institute Artificial Stock Market (SFI-ASM), it finds that when selective forces are weak, financial evolution cannot guarantee that only the fittest trading rules will survive.Its main contribution lies in the application of standard results from population genetics which have widely been neglected in the agent-based community. This has led to various misinterpretations of previous simulation results. The book is able to finally establish the emergence of technical trading for faster learning speeds in the SFI-ASM beyond a doubt. In emphasizing the importance of genetic drift as an important evolutionary factor and analyzing its effects on various mutation operators, this book provides agent-based modelers with several tools to design better evolutionary algorithms.

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About the book

Full name Agent-Based Modeling
Author Norman Ehrentreich
Language English
Binding Book - Paperback
Date of issue 2007
Number of pages 232
EAN 9783540738787
ISBN 3540738789
Libristo code 01568946
Publishers Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Weight 800
Dimensions 155 x 235 x 14

Categories

Technology, Engineering, Agriculture > Electronics & communications engineering > Electronics engineering > Automatic control engineering > Robotics
Economics, Finance, Business & Management > Economics > Macroeconomics > Monetary economics
Economics, Finance, Business & Management > Business & Management > Management & management techniques > Management decision making
Economics, Finance, Business & Management > Economics > Economic theory & philosophy
Economics, Finance, Business & Management > Economics > Economic history
Economics, Finance, Business & Management > Finance & accounting > Finance
Economics, Finance, Business & Management > Business & Management > Operational research
Computing & Information Technology > Computer science > Artificial intelligence
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