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Center Of The Fuzzy System And Its Application In The Forecast

Posted on:2006-02-02Degree:MasterType:Thesis
Country:ChinaCandidate:H XuFull Text:PDF
GTID:2208360155459020Subject:Software engineering
Abstract/Summary:PDF Full Text Request
This text in brief introduced the misty system first; Constituting of misty logic system, characteristics with divide into section, Misty system of level of structure. Immediately after the point introduced a new central fuzzy system CTSK (Central TSK Fuzzy System) is introduced .Compared with the traditional TSK fuzzy system, the proposed CTSK fuzzy system has the following advantages: 1) having a high interpretation y; 2) having a better robustness; 3) having a good approximation. Our simulated experiments demonstrate the above advantages.A method for stock market modeling forecast Central TSK Fuzzy System model. The modeling and forecasting results about Shanghai stock market price index and Xiaxin electron price (a company stock price) shows that the method has reinforcement learning properties, mapping capabilities, reflecting ability. With respect to modeling and forecasting or relative decision of stock market or some other similar nonlinear economic system, the method is available.And the Japanese Osaka gulf that estimating thick degree of COD (Chemical Oxygen Demand) use the misty system of CTSK to proceed the functioned all obtained the good resulted.
Keywords/Search Tags:TSK fuzzy system, Interpretation, Robustness, forecasting, stock market
PDF Full Text Request
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