Presentation 2002/1/2
Analysis of Development of Market Complexity in an Artificial Market
Kiyosi IZUMI,
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Abstract(in Japanese) (See Japanese page)
Abstract(in English) In this study we rethought efficient market hypothesis from a viewpoint of complexity of market participants' prediction methods and market price's dynamics, and examined the hypothesis using simulation results of our artificial market model. As a result, we found the two difference from the hypothesis. (a) Complexity of markets was not fixed, but changed with complexity of agents. (b) When agents increased the complexity of their prediction methods, structure of dynamic patterns of market price didn't disappear, but it can't be described by equation of any dimensions.
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Keyword(in English) Artificial Market / Complexity / Efficient Market Hypothesis / Financial Market / Correlation Dimension Analysis
Paper # 2001-AI-64
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Conference Information
Committee AI
Conference Date 2002/1/2(1days)
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Registration To Artificial Intelligence and Knowledge-Based Processing (AI)
Language ENG
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Analysis of Development of Market Complexity in an Artificial Market
Sub Title (in English)
Keyword(1) Artificial Market
Keyword(2) Complexity
Keyword(3) Efficient Market Hypothesis
Keyword(4) Financial Market
Keyword(5) Correlation Dimension Analysis
1st Author's Name Kiyosi IZUMI
1st Author's Affiliation Cyber Assist Research Center, AIST and PREST, JST()
Date 2002/1/2
Paper # 2001-AI-64
Volume (vol) vol.101
Number (no) 535
Page pp.pp.-
#Pages 8
Date of Issue