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自动化学报 2005
输出概率密度函数形状的多步预测控制, PP. 274-279 Keywords: Probabilitydensityfunction(PDF),predictivecontrol,B-splinefunctions,stochasticdistributioncontrol Abstract: ？Apredictivecontrolstrategyisproposedfortheshapingoftheoutputprobabilitydensityfunction(PDF)oflinearstochasticsystems.TheB-splineneuralnetworkisusedtosetuptheoutputPDFmodelandthereforeconvertsthePDF-shapingintothecontrolofB-splineweightsvector.TheDiophantineequationisthenintroducedtoformulatethepredictivePDFmodel,basedonwhichamoving-horizoncontrolalgorithmisdevelopedsoastorealizethepredictivePDFtrackingperformance.
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