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We study the dynamic evolution of cross-correlations in the Chinese stock market mainly based on the random matrix theory (RMT).The correlation matrices constructed from the return series of 367 A-share stocks traded on the Shanghai Stock Exchange from January 4,1999 to December 30,2011 are calculated over a rolling window with a size of 400 days.