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Mathematical studies on the statistical properties of complex systems

Mathematical studies on the statistical properties of complex systems
复杂系统统计特性的数学研究
批准号:
DP0345527
负责人:
Prof Peter Forrester
金额:
$42.53万
依托单位:
依托单位国家:
澳大利亚
项目类别:
Discovery Projects
财政年份:
2003
资助国家:
澳大利亚
项目状态:
已结题
起止时间:
2003-01-01 至 2008-12-31

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英文摘要
Introduced in the late `50's to model nuclear spectra, random matrices are now standard in the theory of quantum chaos, mesoscopic phenomena and disordered systems. These are all examples of physical complex systems, characterized by unknown interactions leading to predictable behaviour due to symmetries. Vast mathematical structures result from the symmetries - integrable systems, Painleve equations, Macdonald polynomial theory to name a few. These structures will be further developed, leading to the analytic form of distribution functions quantifying classes of complex systems. Analogous statistical quantification is the essence of recently proposed methods to analyze artificial complex systems such as the stock market.
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