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. |
Keyword(in Japanese) | (See Japanese page) |
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 |
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Conference Date | 2002/1/2(1days) |
Place (in Japanese) | (See Japanese page) |
Place (in English) | |
Topics (in Japanese) | (See Japanese page) |
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Paper Information | |
Registration To | Artificial Intelligence and Knowledge-Based Processing (AI) |
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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 |